Research Outputs Lorenzo Bruzzone


  • F. Bovolo, C. Marin, L. Bruzzone, "A Hierarchical Approach to Change Detection in Very High Resolution SAR Images for Surveillance Applications" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 51, n. 4 part I (In press), p. 2042-2054 - see details
  • M. Pedergnana, P. Reddy Marpu, M. Dalla Mura, J. A. Benediktsson, L. Bruzzone, "A Novel Technique Based on Genetic Algorithms for the Selection of Optimal Parameters in Attribute Profiles" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 50, (In press) - see details
  • A. Ferro, A. Pascal, L. Bruzzone, "A Novel Technique for the Automatic Detection of Surface Clutter Returns in Radar Sounder Data " in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. TBD, (In press). - DOI: 10.1109/TGRS.2012.2219315 - see details
  • B. Demir, L. Minello, L. Bruzzone, "An Effective Strategy to Reduce the Labeling Cost in the Definition of Training Sets by Active Learning" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 5, (In press) - see details
  • A. Ferro, L. Bruzzone, , "Automatic Extraction and Analysis of Ice Layering in Radar Sounder Data" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 50, (In press), p. ----- - see details
  • B. Demir, L. Minello, L. Bruzzone, "Definition of Effective Training Sets for Supervised Classification of Remote Sensing Images by a Novel Cost-Sensitive Active Learning Method" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 51, (In press) - see details
  • G. Alberti, S. Mattei, L. Bruzzone, A. Ferro, A. Olivieri, R. Seu, R. Orosei, C. Catallo, "Exploring Ganymede's sub-surface with low-frequency radar" in Atti del X Congresso Nazionale di Scienze Planetarie, tbd: tbd, In press, p. -----. Proceedings of: X Congresso Nazionale di Scienze Planetarie, Bormio, Italy, 17-21 January 2011 - see details
  • C. Yang, L. Bruzzone, R. Guan, L. Lu, Y. Liang, , "Incremental and Decremental Affinity Propagation for Semi-supervised Clustering in Multispectral Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. --, n. -- (In press), p. ----- - see details
  • L. Bruzzone, F. Bovolo, , "A Conceptual Framework for Change Detection in Very High Resolution Remote Sensing Images" in PROCEEDINGS OF THE IEEE, v. 101, (2013), p. 609-630 - see details
  • A. Ferro, D. Brunner, L. Bruzzone, , "Automatic Detection and Reconstruction of Building Radar Footprints from Single VHR SAR Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 51, (2013), p. 935-952 - see details
  • P. Reddy Marpu, M. Pedergnana, M. Dalla Mura, J. A. Benediktsson, L. Bruzzone, , "Automatic Generation of Standard Deviation Attribute Profiles for Spectral-Spatial Classification of Remote Sensing Data" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 10, n. 2 (2013), p. 293-297 - see details
  • N. Falco, M. Dalla Mura, F. Bovolo, J.A. Benediktsson, L. Bruzzone., "Change Detection in VHR Images Based on Morphological Attribute Profiles" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 10, (2013), p. 636-640. - DOI: 10.1109/LGRS.2012.2222340 - see details
  • N. Soldati, V. D. Calhoun, L. Bruzzone, J. Jovicich, "ICA analysis of fMRI with real-time constraints: an evaluation of fast detection performance as function of algorithms, parameters and a priori conditions" in FRONTIERS IN HUMAN NEUROSCIENCES, v. 7, n. 19 (2013). - DOI: 10.3389/fnhum.2013.00019 - see details
  • M. Volpi, D. Tuia, F. Bovolo, M. Kanevski, L. Bruzzone, "Supervised Change Detection in VHR Images Using Contextual Information and Support Vector Machines" in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, v. 2013/20, (2013), p. 77-85. - DOI: 10.1016/j.jag.2011.10.013 - see details
  • B. Demir, F. Bovolo, L. Bruzzone, , "Updating Land-Cover Maps by Classification of Image Time Series: A Novel Change-Detection-Driven Transfer Learning Approach" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 2013/51, (2013), p. 300-312. - DOI: 10.1109/TGRS.2012.2195727 - see details
  • S. Patra, L. Bruzzone, "A Batch Mode Active Learning Technique Based on Multiple Uncertainty for SVM classifier" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 9, n. 3 (2012), p. 497-501. - DOI: 10.1109/LGRS.2011.2172770 - see details
  • S. Patra, L. Bruzzone, "A Cluster-Assumption Based Batch Mode Active Learning Technique" in PATTERN RECOGNITION LETTERS, v. 33, (2012), p. 1042-1048. - DOI: 10.1109/IGARSS.2012.6352582 - see details
  • B. Demir, L. Minello, L. Bruzzone, "A Cost-Sensitive Active Learning Technique for the Definition of Effective Training Sets for Supervised Classifiers" in IEEE Internatioal Geoscience and Remote Sensing Symposium, USA: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2012. - ISBN: 9781467311595. Proceedings of: IGARSS , Munich, Germany, 23-27 July 2012 - see details
  • F. Bovolo, S. Marchesi, L. Bruzzone, "A Framework for automatic and unsupervised detection of multiple changes in multitemporal images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 50, n. 6 (2012), p. 2196-2212. - DOI: 10.1109/LGRS.2011.2172770 - see details
  • B. Demir, L. Minello, L. Bruzzone, "A Genetic Algorithm Based Cost-Sensitive Active Learning Technique for Classification of Remote Sensing Images" in Tyrrhenian Workshop 2012 on Advances in Radar and Remote Sensing, USA: IEEE, 2012, p. 153-158. - ISBN: 9781467324434. Proceedings of: Tyrrhenian , Napoli, Italy, 12-14 September. - DOI: 10.1109/TyWRRS.2012.6381121 - see details
  • B. Demir, L. Bruzzone, "A Novel Active Learning Method for Support Vector Regression to Estimate Biophysical Parameters from Remotely Sensed Images" in SPIE Conference on Image and Signal Processing for Remote Sensing XVII, Edinburgh, U.K.: IEEE, 2012. Proceedings of: SPIE, Edinburgh, United Kingdom, 24-27 September 2012. - DOI: 10.1117/12.979666 - see details
  • F. Bovolo, C. Marin, L. Bruzzone, "A novel approach to building change detection in very high resolution SAR images" in Proc. SPIE 8537, Image and Signal Processing for Remote Sensing XVIII, Bellingham, WA, USA: SPIE, 2012. Proceedings of: SPIE 2012, Edinburgh, United Kingdom, 24-27 September 2012. - DOI: 10.1117/12.974661 - see details
  • K. Bahirat, F. Bovolo, L. Bruzzone, S. Chaudhuri, "A Novel Domain Adaptation Maximum-Likelihood Classifier for Updating Land-Cover Maps in Complex Scenarios" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 50, n. 7 (2012), p. 2810-2826 - see details
  • F. Bovolo, C. Marin, L. Bruzzone, "A Novel Hierarchical Approach to Change Detection with Very High Resolution SAR Images for Surveillance Applications" in IEEE Internatioal Geoscience and Remote Sensing Symposium, USA: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2012, p. 1992-1995. Proceedings of: IGARSS, Munich, Germany, 23-27 July 2012. - DOI: 10.1109/IGARSS.2012.6351110 - see details
  • A. Ferro, A. Pascal, L. Bruzzone, "A novel method for automatic clutter detection in radargrams acquired by orbiting radar sounders" in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2012, Piscataway, NJ, USA: IEEE, 2012, p. 3210-3213. - ISBN: 9781467311601. Proceedings of: IGARSS 2012, Muenchen, 22nd-27th July 2012. - DOI: 10.1109/IGARSS.2012.6350741 - see details
  • S. Patra, L. Bruzzone, "A Novel Som-Based Active Learning Technique For Classification of remote sensing images with SVM" in IEEE Internatioal Geoscience and Remote Sensing Symposium, USA: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2012. - ISBN: 9781467311595. Proceedings of: IGARSS, Munich, Germany, 23-27 July 2012. - see details
  • B. Demir, F. Bovolo, L. Bruzzone, "A Novel System for Classification of Image Time Series with Limited Ground Reference Data" in IEEE Internatioal Geoscience and Remote Sensing Symposium, USA: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC , 2012, p. 158-161. - ISBN: 9781467311588. Proceedings of: IGARSS, Munich, Germany, 23-27 July 2012. - DOI: 10.1109/IGARSS.2012.6351613 - see details
  • A. Ilisei, A. Ferro, L. Bruzzone, "A technique for the automatic estimation of ice thickness and bedrock properties in radar sounder data acquired at Antarctica" in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2012, Piscataway, NJ, USA: IEEE, 2012. Proceedings of: IGARSS 2012, Muenchen, 22nd-27th July 2012 - see details
  • C. Persello, L. Bruzzone, "Active Learning for Domain Adaptation in the Supervised Classification of Remote Sensing Images," in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 50, n. 11 (2012), p. 4468-4483. - DOI: 10.1109/TGRS.2012.2192740 - see details
  • L. Bruzzone, C. Persello, B. Demir, "Active Learning Methods in Classification of Remote Sensing Images" in C.H. Chen (edited by), Signal and Image Processing for Remote Sensing, Stati Uniti d'America: CRC Press, 2012, p. 303-323. - ISBN: 9781439855966 - see details
  • A. Ferro, L. Bruzzone, "Analysis of Radar Sounder Signals for the Automatic Detection and Characterization of Subsurface Features" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 50, (2012), p. 4333-4348. - DOI: 10.1109/TGRS.2012.2194500 - see details
  • A. Ferro, L. Bruzzone, "Automatic detection and characterization of subsurface linear features in radar sounder data acquired on icy areas" in EUSAR 2012, Nuremberg: Vde-verlag, 2012. Proceedings of: EUSAR 2012, Nuremberg, 23th-26th April 2012 - see details
  • R. Marpu, M. Pedergnana, M. Dalla Mura, S. Peeters, J. A. Benediktsson, L. Bruzzone, , "Classification of hyperspectral data using extended attribute profiles based on supervised feature extraction" in INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION, n.s., v. 3, n. 3 (2012), p. 269-298. - DOI: 10.1080/19479832.2012.702687 - see details
  • M. Pedergnana, P. Reddy Marpu, M. Dalla Mura, J. A. Benediktsson, L. Bruzzone, , "Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles" in IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, v. 6, (2012) - see details
  • B. Demir, F. Bovolo, L. Bruzzone, "Detection of Land-Cover Transitions in Multitemporal Remote Sensing Images with Active Learning Based Compound Classification" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 50, n. 5 (2012), p. 1930-1941. - DOI: 10.1109/TGRS.2011.2168534 - see details
  • S. Serpico, L. Bruzzone, G. Corsini, W. Emery, P. Gamba, A. Garzelli, G. Mercier, J. Zerubia, N. Acito, B. Aiazzi, F. Bovolo, F. Dell’acqua, M. De Martino, M. Diani, V. Krylov, G. Lisini, C. Marin, G. Moser, A. Voisin, C. Zoppetti, "Development and Validation of Multitemporal Image Analysis Methodologies for Multirisk Monitoring of Critical Structures and Infrastructures" in IEEE Internatioal Geoscience and Remote Sensing Symposium, USA: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2012, p. 5506-5509. - ISBN: 9781467311588. Proceedings of: IGARSS, Munich, Germany, 23-27 July 2012. - DOI: 10.1109/IGARSS.2012.6352359 - see details
  • M. Furlani, D. Tuia, J. Munoz-mari, F. Bovolo, G. Camps-valls, L. Bruzzone, "Discovering single classes in remote sensing images with active learning" in 2012 IEEE International Geoscience and Remote Sensing Symposium, Piscataway, Usa, NJ : IEEE , 2012, p. 7341-7344. - ISBN: 9781467311588. Proceedings of: IGARSS, Munich, Germany, 23-27 July 2012. - DOI: 10.1109/IGARSS.2012.6351934 - see details
  • B. Demir, F. Bovolo, L. Bruzzone, "Low-cost updating of land-cover maps by classifiying multitemporal remote sensing images" in 20th Signal Processing and Communications Applications Conference (SIU), USA: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS , 2012, p. 1-4. - ISBN: 9781467300551. Proceedings of: SIU2012, Fethiye, Mugla, Turkey, 18-20 April 2012. - DOI: 10.1109/SIU.2012.6204814 - see details
  • L. Pasolli, C. Notarnicola, L. Bruzzone, "Multi-objective parameter optimization in regression methods for the retrieval of Geo- and Bio-physical Variables" in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 5, n. 5 (2012), p. 1495-1508. - DOI: 10.1109/JSTARS.2012.2197178 - see details
  • B. Cecconi, S. Hess, A. Hérique, M.R. Santovito, D. Santos-costa, P. Zarka, G. Alberti, D. Blankenship, J.-L. Bougeret, L. Bruzzone, W. Kofman, "Natural radio emission of Jupiter as interferences for radar investigations of the icy satellites of Jupiter" in PLANETARY AND SPACE SCIENCE, v. 61, n. 1 (2012), p. 32-45. - DOI: 10.1016/j.pss.2011.06.012 - see details
  • G.A. Licciardi, A. Villa, M. Dalla Mura, L. Bruzzone, J. Chanussot, J.A. Benediktsson, "Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments" in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 5, n. 1 (2012), p. 71-79. - DOI: 10.1109/JSTARS.2012.2184269 - see details
  • P. Du, S. Liu, L. Bruzzone, F. Bovolo, "Target-driven change detection based on data transformation and similarity measures" in 2012 IEEE International Geoscience and Remote Sensing Symposium, USA: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, , 2012, p. 2016-2019. - ISBN: 9781467311588. Proceedings of: IGARSS, Munich, Germany, 23-27 July 2012. - DOI: 10.1109/IGARSS.2012.6350981 - see details
  • M. Dalponte, L. Bruzzone, D. Gianelle, , "Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data" in REMOTE SENSING OF ENVIRONMENT, n.s., v. 123, (2012), p. 258-270. - DOI: 10.1109/WHISPERS.2011.6080888 - see details
  • B. Demir, F. Bovolo, L. Bruzzone, "A change-detection-driven approach to active transfer learning for classification of image time series" in SPIE Conference on Image and Signal Processing for Remote Sensing XVI, Stati Uniti d'America: Bellingham, WA: SPIE, 2011, p. 1-11. Proceedings of: SPIE 2011, Prague, Czech Republic, 19-22 September 2011. - DOI: 10.1117/12.898595 - see details
  • S. Patra, L. Bruzzone, "A Fast Cluster-Based Active Learning Technique for Classification of Remote Sensing Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 49, n. 5 (2011), p. 1617-1626. - DOI: 10.1109/TGRS.2010.2083673 - see details
  • M. Dalla Mura, J.A. Benediktsson, L. Bruzzone, "A general approach to the spatial simplification of remote sensing images based on morphological connected filters" in IEEE International Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2011, p. 1239-1242. - ISBN: 9781457710056. Proceedings of: IGARSS '11, Vancouver, Canada, 25-30 July 2011. - DOI: 10.1109/IGARSS.2011.6049423 - see details
  • F. Bovolo, L. Bruzzone, C. Marin, , "A Multilevel Approach to Change Detection for Port Surveillance with Very High Resolution SAR Images" in IEEE Sixth International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Stati Uniti d'America: IEEE, 2011, p. 9-12. - ISBN: 9781457712029. Proceedings of: Multi-Temp 2011, Trento, Italy, 12-14 July 2011. - DOI: 10.1109/Multi-Temp.2011.6005034 - see details
  • C. Persello, L. Bruzzone, "A novel active learning strategy for domain adaptation in the classification of remote sensing images" in IEEE International Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2011, p. 3720-3723. - ISBN: 9781457710056. Proceedings of: IGARSS '11, Vancouver, Canada, 25-30 July 2011. - DOI: 10.1109/IGARSS.2011.6050033 - see details
  • A. Ferro, L. Bruzzone, "A novel approach to the automatic detection of subsurface features in planetary radar sounder signals" in IEEE International Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2011, p. 1071-1074. - ISBN: 9781457710056. Proceedings of: IGARSS '11, Vancouver, Canada, 25-30 July 2011. - DOI: 10.1109/IGARSS.2011.6049381 - see details
  • L. Pasolli, L. Bruzzone, C. Notarnicola, "A novel hybrid approach to the estimation of biophysical parameters from remotely sensed data" in IEEE International Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2011, p. 1231-1234. - ISBN: 9781457710056. Proceedings of: IGARSS '11, Vancouver, Canada, 25-30 July 2011. - DOI: 10.1109/IGARSS.2011.6049421 - see details
  • L. Bruzzone, F. Bovolo, "A Semantic-Based Multilevel Approach to Change Detection in Very High Geometrical Resolution Multitemporal Images" in IEEE International Geoscience and Remote Sensing Symposium (IGARSS), New York: IEEE, 2011, p. 229-232. - ISBN: 9781457710056. Proceedings of: IGARSS '11, Vancouver, Canada, 25-30 July 2011. - DOI: 10.1109/IGARSS.2011.6048934 - see details
  • M. Dalponte, L. Bruzzone, D. Gianelle, "A system for the estimation of single tree stem diameters and volume using multireturn LIDAR data" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 49, n. 7 (2011), p. 2479-2490 - see details
  • C. Persello, L. Bruzzone, "Active Versus Semi-supervised Learning Paradigm for the Classification of Remote Sensing Images" in SPIE Conference on Image and Signal Processing for Remote Sensing XVI, Stati Uniti d'America: SPIE , 2011. - ISBN: 9780819488077. Proceedings of: SPIE 2011, Prague, Czech Republic, 19-22 September 2011. - DOI: 10.1117/12.898483 - see details
  • B. Demir, F. Bovolo, L. Bruzzone, , "Active-Learning Based Cascade Classification of Multitemporal Images for Updating Land-Cover Maps" in IEEE Sixth International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Stati Uniti d'America: IEEE, 2011, p. 57-60. - ISBN: 9781457712029. Proceedings of: Multi-Temp 2011, Trento, Italy, 12-14 July 2011. - DOI: 10.1109/Multi-Temp.2011.6005047 - see details
  • A. Mognon, J. Jovicich, L. Bruzzone, M. Buiatti, "ADJUST: An Automatic EEG artifact Detector based on the Joint Use of Spatial and Temporal features" in PSYCHOPHYSIOLOGY, v. 2011, n. 48(2) (2011), p. 229-240 - see details
  • F. Bovolo, L. Bruzzone, "An Adaptive Thresholding Approach to Multiple-Change Detection in Multispectral Images" in 6th International Workshop on the Analysis of Multi-temporal Remote Sensing Images (Multi-Temp), 2011, Stati Uniti d'America: IEEE , 2011, p. 9-12. Proceedings of: IGARSS '11, Vancouver, Canada, 25-30 July 2011. - DOI: 10.1109/Multi-Temp.2011.6005034 - see details
  • F. Bovolo, L. Bruzzone (edited by), "Analysis of Multitemporal Remote-Sensing Images", Stati Uniti d'America: IEEE, 2011, 300 p. - ISBN: 9781457712029 - see details
  • B. Demir, C. Persello, L. Bruzzone, "Batch Mode Active Learning Methods for the Interactive Classification of Remote Sensing Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 49, n. 3 (2011), p. 1014-1031. - DOI: 10.1109/TGRS.2010.2072929 - see details
  • L. Bruzzone, S. Marchesi, F. Bovolo, , "Change Detection in VHR Multispectral Images: Estimation and Reduction of Registration Noise Effects" in S. Prasad, L. Mann Bruce, J. Chanussot, (edited by), Optical Remote Sensing : Advances in Signal Processing and Exploitation Techniques, Berlin: Springer , 2011, p. 269-299. - DOI: 10.1007/978-3-642-14212-3_13 - see details
  • M. Dalla Mura, A. Villa, J. A. Benediktsson, J. Chanussot, L. Bruzzone, "Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 8, n. 3 (2011), p. 541-545 - see details
  • B. Demir, F. Bovolo, L. Bruzzone, , "Çok Zamanlı Görüntülerde Arazi-Örtüsü Değişimlerinin Birleşik Entropi Temelli Bir Aktif-Öğrenme Yöntemi ile Algılanması (Detection of Land-Cover Transitions in Multitemporal Images with a Joint Entropy Based Active-Learning Method)" in 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU 2011), Stati Uniti d'America: IEEE, 2011, p. 1113-1116. - ISBN: 9781457704635. Proceedings of: SIU 2011, Antalya, Turkey, 20-22 April 2011 - see details
  • L. Pasolli, C. Notarnicola, L. Bruzzone, "Comparison of L and C band Polarimetric SAR Data for the Retrieval of Soil Moisture in Alpine Areas" in SPIE Conference on Image and Signal Processing for Remote Sensing XVI, USA: SPIE , 2011 -(SPIE 8179; XI). Proceedings of: SPIE 2011, Prague, Czech Republic, 19-22 September 2011. - DOI: 10.1117/12.898877 - see details
  • B. Demir, F. Bovolo, L. Bruzzone, "Detection of Land-Cover Transitions in Multitemporal Images with Active-Learning Based Compound Classification" in IEEE 2011 Int. Geoscience and Remote Sensing Symposium, USA: IEEE , 2011, p. 225-228. - ISBN: 9781457710056. Proceedings of: IGARSS '11, Vancouver, Canada, 25-30 July 2011. - DOI: 10.1109/IGARSS.2011.6048933 - see details
  • B. Murphy, M. Poesio, F. Bovolo, L. Bruzzone, M. Dalponte, H. Lakany, "EEG decoding of semantic category reveals distributed representations for single concepts" in BRAIN AND LANGUAGE, v. 117, n. 1 (2011), p. 12-22 - see details
  • L. Pasolli, C. Notarnicola, L. Bruzzone, "Estimating Soil Moisture With the Support Vector Regression Technique" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 8, n. 6 (2011), p. 1080-1084. - DOI: 10.1109/LGRS.2011.2156759 - see details
  • L. Pasolli, C. Notarnicola, L. Bruzzone, G. Bertoldi, S. Della Chiesa, V. Hell, G. Niedrist, U. Tappeiner, M. Zebisch, F. Del Frate, G. Vaglio Laurin, "Estimation of soil moisture in an alpine catchment with RADARSAT2 images" in APPLIED AND ENVIRONMENTAL SOIL SCIENCE, v. 2011, (2011), p. [1-12]. - URL: http://www.hindawi.com/journals/aess/2011/175473/ . - DOI: 10.1155/2011/175473 - see details
  • L. Pasolli, C. Notarnicola, L. Bruzzone, G. Bertoldi, S. Della Chiesa, G. Niedrist, U. Tappeiner, M. Zebisch, "Exploitation of Radarsat 2 Polarimetric Features for Soil Moisture Retrieval in Alpine Meadows and Pastures" in CANADIAN JOURNAL OF REMOTE SENSING, v. 37, n. 5 (2011), p. 535-547. - DOI: 10.5589/m11-065 - see details
  • M. Pedergnana, P.R. Marpu, M. Dalla Mura, J. A. Benediktsson, L. Bruzzone, "Fusion of hyperspectral and LIDAR data using morphological profiles" in SPIE Conference on Image and Signal Processing for Remote Sensing XVI, Stati Uniti d'America: SPIE, 2011. Proceedings of: SPIE 2011, Prague, Czech Republic, 19-22 September 2011. - DOI: 10.1117/12.899294 - see details
  • J. A. Benediktsson, L. Bruzzone, J. Chanussot, M. Dalla Mura, P. Salembier, S. Valero, "Hierarchical analysis of remote sensing data: Morphological attributes profiles and binary partition trees" in Proc. of 10th Int. Symp. on Mathematical Morphology, Stati Uniti d'America: Springer, 2011, p. 306-319 -(Lecture Notes in Computer Science; 6671). - ISBN: 9783642215681. Proceedings of: ISMM 2011, Verbania-Intra, Italy, 6-8 July 2011. - DOI: 10.1007/978-3-642-21569-8_27 - see details
  • L. Bruzzone (edited by), "Image and Signal Processing for Remote Sensing XVII", Bellingham, WA, USA: SPIE, 2011. - ISBN: 9780819488077 - see details
  • G. Camps-valls, J.A. Benediktsson, L. Bruzzone, J. Chanussot, , "Introduction to the Issue on Advances in Remote Sensing Image Processing" in IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, v. 5, n. 3 (2011), p. 365-369. - DOI: 10.1109/JSTSP.2011.2142490 - see details
  • R.S. Lunetta, D.L. Civco, R.L. King, L. Bruzzone, J.G. Lyon, "Introduction to the Special Section on the Fifth International Workshop on Multi-temporal Imagery Analysis" in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 4, n. 2 (2011), p. 251--. - DOI: 10.1109/JSTARS.2011.2150770 - see details
  • G. Camps-valls, J.A. Benediktsson, L. Bruzzone, J. Chanussot (edited by), "Issue on Advances in Remote Sensing Image Processing", Stati Uniti d'America: IEEE, 2011, 279 p - see details
  • S. Tonolli, M. Dalponte, L. Vescovo, M. Rodeghiero, L. Bruzzone, D. Gianelle, "Mapping and modeling forest tree volume using forest inventory and airborne laser scanning" in EUROPEAN JOURNAL OF FOREST RESEARCH, v. 130, n. 4 (2011), p. 569-577. - DOI: 10.1007/s10342-010-0445-5 - see details
  • A. Ferro, D. Brunner, L. Bruzzone, G. Lemoine, "On the Relationship Between Double Bounce and Aspect Angle of Buildings in VHR SAR Images" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 8, n. 4 (2011), p. 612-616. - DOI: 10.1109/LGRS.2011.2163219 - see details
  • D. Brunner, G. Lemoine, H. Greidanus, L. Bruzzone, , "Radar Imaging Simulation for Urban Structures" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 8, n. 1 (2011), p. 68-72 - see details
  • M. Dalla Mura, J. A. Benediktsson, L. Bruzzone, "Self-dual attribute profiles for the analysis of remote sensing images" in Proc. of 10th Int. Symp. Mathematical Morphology and Its Applications to Image and Signal Processing, Stati Uniti d'America: Springer , 2011, p. 320-330 -(Lecture Notes in Computer Science; 6671). Proceedings of: ISMM 2011, Verbania-Intra, Italy, 6-8 July 2011. - DOI: 10.1007/978-3-642-21569-8_28 - see details
  • L. Pasolli, C. Notarnicola, L. Bruzzone, G. Bertoldi, S. Della Chiesa, U. Tappeiner, M. Zebisch, F. Del Frate, G. Vaglio Laurin, "Soil Moisture Retrieval in Alpine Areas by using Support Vector Regression Techniques and polarimetric RADARSAT2 Images" in PolInSAR 2011 Workshop, Frascati, Roma: ., 2011. Proceedings of: PolInSAR 2011, ESA ESRIN, Frascati, Roma, Italy, January 2011 - see details
  • L. Pasolli, C.Notarnicola, L. Bruzzone, M. Zebisch, , "Spatial and temporal mapping of leaf are index in alpine pasture and meadows with satellite MODIS imagery" in IEEE Sixth International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Stati Uniti d'America: IEEE, 2011, p. 109-112. - ISBN: 9781457712029. Proceedings of: Multi-Temp 2011, Trento, Italy, 12-14 July 2011. - DOI: 10.1109/Multi-Temp.2011.6005060 - see details
  • L. Pasolli, C. Notarnicola, L. Bruzzone, G. Bertoldi, G. Niedrist, U. Tappeiner, M. Zebish, F. Del Frate, G. Vaglio Laurin, "Spatial and temporal mapping of soil moisture content with polarimetric RADARSAT 2 SAR imagery in the Alpine area" in IEEE International Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2011, p. 1067-1070. - ISBN: 9781457710032. Proceedings of: IGARSS '11, Vancouver, Canada, 25-30 July 2011. - DOI: 10.1109/IGARSS.2011.6049380 - see details
  • R.S. Lunetta, D.L. Civco, R.L. King, L. Bruzzone, J.G. Lyon, (edited by), "Special Section on the Fifth International Workshop on Multi-temporal Imagery Analysis", Stati Uniti d'America: IEEE, 2011, 251 p - see details
  • L. Bruzzone, G. Alberti, C. Catallo, A. Ferro, W. Kofman, R. Orosei, "Sub-Surface Radar Sounding of Ganymede Jovian Moon" in PROCEEDINGS OF THE IEEE, v. 99, n. 5 (2011), p. 837-857 - see details
  • M. Dalla Mura, J.A. Benediktsson, J. Chanussot, L. Bruzzone, "The Evolution of the Morphological Profile: from Panchromatic to Hyperspectral Images" in S. Prasad, L. Mann Bruce, J. Chanussot (edited by), Optical Remote Sensing - Advances in Signal Processing and Exploitation Techniques, Germania: Springer, 2011, p. 123-146. - ISBN: 9783642142116. - DOI: 10.1007/978-3-642-14212-3_8 - see details
  • M. Dalponte, L. Bruzzone, D. Gianelle, "Tree species classification in the Southern Alps with very high geometrical resolution multispectral and hyperspectral data" in ,” IEEE 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Stati Uniti d'America: IEEE, 2011, p. 1-4. - ISBN: 9781457722028. Proceedings of: WHISPERS 2011, Lisbon, Portugal, 2011. - DOI: 10.1109/WHISPERS.2011.6080888 - see details
  • L. Bruzzone, F. Bovolo, "A Conceptual Framework for Change Detection in Very High Geometrical Resolution Remote Sensing Images" in 2010 IEEE International Geoscience and Remote Sensing Symposium: Proceedings, Piscataway, NJ: IEEE, 2010, p. 2555-2558. Proceedings of: IGARSS 2010, Honolulu, HI, 25th-30th July 2010 - see details
  • S. Marchesi, F. Bovolo, L. Bruzzone, "A context-sensitive technique robust to registration noise for change detection in VHR multispectral images" in IEEE TRANSACTIONS ON IMAGE PROCESSING, v. vol. 19, n. no. 7 (2010), p. 1877-1889 - see details
  • C. Yang, L. Bruzzone, F. Sun, L. Lu, R. Guan, Y. Liang, "A Fuzzy-Statistic-Based Affinity Propagation Technique for Clustering in Multispectral Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. vol. 48, n. no. 6 (2010), p. 2647-2659 - see details
  • F. Bovolo, S. Marchesi, L. Bruzzone, "A Nearly Lossless 2D Representation and Characterization of Change Detection Information in Multispectral Images" in 2010 IEEE International Geoscience and Remote Sensing Symposium: Proceedings, Piscataway, NJ: IEEE, 2010, p. 3074-3077. Proceedings of: IGARSS 2010, Honolulu, HI, 25th-30th July 2010 - see details
  • K. Bahirat, F. Bovolo, L. Bruzzone, S. Chaudhuri, "A Novel Domain Adaptation Maximum Likelihood Classifier for Updating Land-cover Maps in Complex Scenarios" in Image and Signal Processing for Remote Sensing XVI: Proceedings, Bellingham, WA: SPIE, 2010, p. 78300P. 1-78300P. 11 -(Proceedings of SPIE; 7830). Proceedings of: SPIE 2010, Toulouse, 20th-22nd September 2010 - see details
  • C. Persello, L. Bruzzone, "A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 2010, n. 3, part.1 (2010), p. 1232-1244 - see details
  • F. Bovolo, L. Bruzzone, L. Carlin, "A Novel Technique for Subpixel Image Classification Based on Support Vector Machine" in IEEE TRANSACTIONS ON IMAGE PROCESSING, v. vol. 19, n. no. 11 (2010), p. 2983-2999 - see details
  • S. Marchesi, L. Bruzzone, "A Registration-noise Driven Technique for the Alignment of VHR Remote Sensing Images" in 2010 IEEE International Geoscience and Remote Sensing Symposium: Proceedings, Piscataway, NJ: IEEE, 2010, p. 1023-1026 . Proceedings of: IGARSS 2010, Honolulu, HI, 25th-30th July 2010 - see details
  • F. Bovolo, G. Camps-valls, L. Bruzzone, "A Support Vector Domain Method for Change Detection in Multitemporal Images" in PATTERN RECOGNITION LETTERS, v. vol. 31, n. no. 10 (2010), p. 1148-1154 - see details
  • M. Dalla Mura, J. A. Benediktsson, L. Bruzzone, "Alternating Sequential Filters with Morphological Attribute Operators for the Analysis of Remote Sensing Images" in Proceedings of SPIE: Image and Signal Processing for Remote Sensing XVI, Bellingham, WA: SPIE, 2010, p. 783006. 1-783006. 8 -(Proceedings of SPIE; 7830). Proceedings of: SPIE 2010, Toulouse, 20th-22nd September 2010 - see details
  • F. Bovolo, S. Marchesi, L. Bruzzone, "An Automatic Approach to the Unsupervised Detection of Multiple Changes in Multispectral Images" in Image and Signal Processing for Remote Sensing XVI: Proceedings, Bellingham, WA: SPIE, 2010, p. 78300T. 1-78300T. 13 -(Proceedings of SPIE; 7830). Proceedings of: SPIE 2010, Toulouse, 20th-22nd September 2010 - see details
  • L. Pasolli, C. Notarnicola, L. Bruzzone, G. Bertoldi, G. Niedrist, U. Tappeiner, M. Zebisch, F. Del Frate, G. Vaglio Laurin, "Analysis of polarimetric RADARSAT2 images for soil moisture retrieval in an alpine catchment" in SAR image Analysis, Modeling, and Techniques X, Bellingham, WA: SPIE, 2010, p. 78290C. 1-78290C. 11. Proceedings of: SPIE 2010, Toulouse, 20th-22th September 2010 - see details
  • F. Bovolo, L. Bruzzone, L. Capobianco, S. Marchesi, F. Nencini, A. Garzelli, , "Analysis of the Effects of Pansharpening in Change Detection on VHR Images" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 2010, n. 1 (2010), p. 53-57 - see details
  • A. Ferro, L. Bruzzone, E. Heggy, J.J. Plaut, "Automatic Detection and Characterization of Subsurface Features from Mars Radar Sounder Data" in American Geophysical Union, Fall Meeting 2010, [S.l.: s.n.], 2010, p. [n.d.]-[n.d.]. Proceedings of: AGU Fall Meeting 2010, San Francisco, CA, 13th-17th December 2010 - see details
  • N. Soldati, S. Robinson, L. Bruzzone, J. Jovicich, "Brain resting state fMRI independent components: spectral consistency within group" in Organization of human brain mapping, Minneapolis, MN.: http://www.humanbrainmapping.org/Barcelona2010, 2010, p. 1288-1288. Proceedings of: Organization of human brain mapping, Barcelona, - - see details
  • A. Ferro, D. Brunner, L. Bruzzone, "Building Detection and Radar Footprint Reconstruction from Single VHR SAR Images" in 2010 IEEE International Geoscience and Remote Sensing Symposium: Proceedings, Piscataway, NJ: IEEE, 2010, p. 292-295. Proceedings of: IGARSS 2010, Honolulu, HI, 25th-30th July 2010 - see details
  • D. Brunner, G. Lemoine, L. Bruzzone, H. Greidnaus, "Bulding Height Retrieval from VHR SAR imagery Based on an Iterative Simulation and Matching Procedure" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 48, n. 3.2 (2010), p. 1487-1504 - see details
  • D. Brunner, L. Bruzzone, G. Lemoine, "Change Detection for Earthquake Damage Assessment in Built-Up Areas Using Very High Resolution Optical and SAR Imagery" in 2010 IEEE International Geoscience and Remote Sensing Symposium: Proceedings, Piscataway, NJ: IEEE, 2010, p. 3210-3213. Proceedings of: IGARSS 2010, Honolulu, HI, 25th-30th July 2010. - DOI: 10.1109/IGARSS.2010.5651416 - see details
  • M. Dalla Mura, A. Villa, J. A. Benediktsson, J. Chanussot, L. Bruzzone, "Classification of Hyperspectral Images by Using Morphological Attribute Filters and Independent Component Analysis" in 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, PIscataway, NJ: IEEE, 2010, p. 1-4. Proceedings of: WHISPERS 2010, Reykjavik, 14th-16th June 2010 - see details
  • M. Dalla Mura, J. A. Benediktsson, L. Bruzzone, "Classification of Hyperspectral Images with Extended Attribute Profiles and Feature Extraction Techniques" in 2010 IEEE International Geoscience and Remote Sensing Symposium: Proceedings, Piscataway, NJ: IEEE, 2010, p. 76-79 . Proceedings of: IGARSS 2010, Honolulu, Hi, 25th-30th July 2010 - see details
  • M. Dalla Mura, J. A. Benediktsson, L. Bruzzone, "Classification of Remote Sensing Images with Attribute Profiles and Extended Attribute Profiles" in Proceedings of the 32nd Remote Sensing for Environmental Sciences Symposium, Fukuoka, Japan: Kyushu University, 2010, p. 7-17. Proceedings of: RESES 2010, Shikanoshima, Fukuoka, Japan, 29th -31st August 2010 - see details
  • A. Ferro, D. Brunner, L. Bruzzone, "Detection and Reconstruction of Building Footprints from Single VHR SAR Images" in EUSAR 2010, Berlin: VDE, 2010, p. [1-4]. Proceedings of: EUSAR 2010, Aachen, 7th-10th June 2010. - URL: http://www.vde-verlag.de/books/453272/eusar-2010.html - see details
  • L. Bruzzone, M. Marconcini, "Domain Adaptation Problems: a DASVM Classification Technique and a Circular Validation Strategy" in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. vol. 32, n. no. 5 (2010), p. 770-787 - see details
  • D. Brunner, G. Lemoine, L. Bruzzone, "Earthquake damage assessment of buildings using VHR optical and SAR imagery" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. vol. 48, n. no. 5 (2010), p. 2403-2420 - see details
  • L.Pasolli, C. Notarnicola, L. Bruzzone, G. Bertoldi, G. Niedrist, U. Tappeiner, M. Zebisch, F. Del Frate, G. Vaglio Laurin, "Exploiting Fully Polarimetric RADARSAT2 Images for Retrieval of Soil Moisture in Alpine Grassland and Pasture" in URSI-F Microwave Signatures, [S.l.: s.n.], 2010, p. [n.d.]-[n.d.]. Proceedings of: URSI-F, Florence, 4th-8th October 2010. - URL: http://www.ursif2010.org/node/11 - see details
  • M. Dalla Mura, J.A. Benediktsson, B. Waske, L. Bruzzone, "Extended Profiles with Morphological Attribute Filters for the Analysis of Hyperspectral Data" in INTERNATIONAL JOURNAL OF REMOTE SENSING, v. Vol. 31, n. no. 22 (2010), p. 5975-5991 - see details
  • L. Bruzzone (edited by), "Image and Signal Processing for Remote Sensing XVI: Proceedings", Tolosa: SPIE, 2010. - (Proceedings of SPIE; 7830). - ISBN: 9780819483478 - see details
  • L. Gómez-chova, G. Camps-valls, L. Bruzzone, J. Calpe-maravilla, "Mean Map Kernel Methods for Semisupervised Cloud Classification" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 48, n. 1 (2010), p. 207-220 - see details
  • M. Dalla Mura, J.A. Benediktsson, B. Waske, L. Bruzzone, "Morphological Attribute Profiles for the Analysis of Very High Resolution Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. vol. 48, n. no. 10 (2010), p. 3747-3762 - see details
  • L. Pasolli, C. Notarnicola, L. Bruzzone, "Multiobjective Model Selection for Non-linear Regression Techniques" in 2010 IEEE International Geoscience and Remote Sensing Symposium: Proceedings, Piscataway, NJ: IEEE, 2010, p. 268 -271. Proceedings of: IGARSS 2010, Honolulu, HI, 25th-30th July 2010 - see details
  • A. Ghosh, B.U. Shankar, L. Bruzzone, S.K. Meher, "Neuro-Fuzzy-Combiner: an Effective Multiple Classifier System" in INTERNATIONAL JOURNAL OF KNOWLEDGE ENGINEERING AND SOFT DATA PARADIGMS, v. vol. 2, n. no. 2 (2010), p. 107-129 - see details
  • S. Aksoy, N.H. Younan, L. Bruzzone, "Pattern Recognition in Remote Sensing" in PATTERN RECOGNITION LETTERS, v. 2010/31, n. 10 (2010), p. 1069-1070 - see details
  • G. Alberti, S. Mattei, R. Seu, L. Bruzzone, A. Ferro, R. Orosei, A. Olivieri, "Preliminary Performance of Sub-Surface Radar for the EJSM/Laplace Mission" in 13th International Conference on Ground Penetrating Radar, Piscataway, NJ: IEEE, 2010, p. 1-4. Proceedings of: GPR2010, Lecce, 21st-25th June 2010 - see details
  • L. Bruzzone, C. Persello, "Recent Trends in Classification of Remote Sensing Data: Active and Semisupervised Machine Learning Paradigms" in 2010 IEEE International Geoscience and Remote Sensing Symposium: Proceedings, Piscataway, NJ: IEEE, 2010, p. 3720-3723. Proceedings of: IGARSS 2010, Honolulu, HI, 25th-30th July 2010 - see details
  • J. Muñoz-marí, F. Bovolo, L. Gómez-chova, L. Bruzzone, G. Camps-valls, "Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. vol. 48, n. no. 8 (2010), p. 3188-3197 - see details
  • L. Pasolli, C. Notarnicola, L. Bruzzone, "Soil parameters estimation from multi-frequency polarimetric SAR images with e-Insensitive Support Vector Regression" in IEEE Gold conference: proceedings, [S.l.: s.n.], 2010, p. [1-3]. Proceedings of: IEEE Gold conference, Livorno, 29th-30th April 2010. - URL: http://ieee.uniparthenope.it/chapter/gold_proc10.html - see details
  • S. Aksoy, N.H. Younan, L. Bruzzone (edited by), "Special Issue on “Pattern Recognition in Remote Sensing” ", Stati Uniti d'America: ELSEVIER, 2010 - see details
  • N. Falco, M. Dalla Mura, F. Bovolo, J.A. Benediktsson, L. Bruzzone, "Study on the Capabilities of Morphological Attribute Profiles in Change Detection on VHR Images" in Image and Signal Processing for Remote Sensing XVI: Proceedings, Bellingham, WA: SPIE, 2010, p. 7830 16. 1-7830 16. 10 -(Procceings of SPIE; 7830). Proceedings of: SPIE 2010, Toulouse, 20th-22nd September 2010 - see details
  • L. Bruzzone, G. Alberti, P. Beck, C. Catallo, A. Ferro, A. Frigeri, E. Heggy, W. Kofman, G. Komatsu, S. Mattei, R. Orosei, J.J. Plaut, R. Seu, "Sub-Surface Radar Sounding of the Jovian Icy Moons" in URSI-F Microwave Signatures Meeting, [S.l.: s.n.], 2010, p. [n.d.]-[n.d.]. Proceedings of: URSI-F, Florence, 4th-8th October 2010. - URL: http://www.ursif2010.org/node/11 - see details
  • L. Bruzzone, M. Marconcini, "Toward an Automatic Updating of Land-Cover Maps by a Domain Adapatation SVM Classifier and a Circular Validation Strategy" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 47, n. 4 (2010), p. 1108-1122 - see details
  • M. Marconcini, G. Camps-valls, L. Bruzzone, "A Composite semisupervised SVM for classification of hyperspectral images" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 6, n. 2 (2009), p. 234-238 - see details
  • M. Marconcini, L. Bruzzone, "A Domain Adaptation SVM and a Circular Validation Strategy for Updating Land-Cover Maps" in G. Camps-valls, L. Bruzzone (edited by), Kernel Methods for Remote Sensing Data Analysis, Singapore: John Wiley & Sons, Inc., 2009, p. 195-222 - see details
  • Y. Bazi, F. Melgani, L. Bruzzone, G. Vernazza, "A Genetic Expectation-Maximization Method for Unsupervised Change Detection in Multitemporal SAR Imagery" in INTERNATIONAL JOURNAL OF REMOTE SENSING, v. 30, n. 24 (2009), p. 6591-6610 - see details
  • C. Persello, L. Bruzzone, "A Novel Approach to the Selection of Spatially Invariant Features for Classification of Hyperspectral images" in Proc. IEEE 2009 Int. Geoscience and Remote Sensing Symposium, New York: IEEE, 2009, p. 61-64. Proceedings of: IGARSS '09, Cape Town, South Africa, 12-17 July 2009 - see details
  • L. Bruzzone, C. Persello, "A Novel Approach to the Selection of Spatially Invariant Features for the Classification of Hyperspectral Images with Improved Generalization Capability" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 47, n. 9 (2009), p. 3180-3191 - see details
  • L. Bruzzone, C. Persello, "A Novel Context-Sensitive Semisupervised SVM Classifier Robust to Mislabeled Training Samples" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 47, n. 7 (2009), p. 2142-2154 - see details
  • S. Robinson, G. Basso, N. Soldati, U. Sailer, J. Jovicich, L. Bruzzone, I. Kryspin-exner, H. Bauer, E. Moser, "A resting state network in the motor control circuit of the basal ganglia." in BMC NEUROSCIENCE, v. 10, (2009), p. 137-150. - URL: http://dx.doi.org/10.1186/1471-2202-10-137 . - DOI: 10.1186/1471-2202-10-137 - see details
  • L. Bruzzone, C. Persello, "Active Learning for Classification of Remote Sensing Images" in Proc. IEEE 2009 Int. Geoscience and Remote Sensing Symposium, New York: IEEE, 2009, p. -----. Proceedings of: IGARSS '09, Cape Town, South Africa, 12-17 July 2009 - see details
  • F Bovolo, S Marchesi, L Bruzzone, "Adaptive technique for change detection in VHR multispectral images robust to registration noise " in GTTI Annual Meeting, Parma: GTTI, 2009, p. -----. Proceedings of: GTTI, Parma, Italy, 23-25 June 2009 - see details
  • F. Bovolo, L. Bruzzone, "An Adaptive Multiscale Random Field Technique for Unsupervised Change Detection in VHR Multitemporal Images" in IEEE 2009 Int. Geoscience and Remote Sensing Symposium, New York: IEEE, 2009, p. iv 777---. Proceedings of: IGARSS '09, Cape Town, South Africa, 12-17 July 2009 - see details
  • A. Ferro, D. Brunner, L. Bruzzone, "An advanced technique for building detection in VHR SAR images" in SPIE Conference on Image and Signal Processing for Remote Sensing XV, BELLINGHAM, WA: SPIE, 2009, p. -----. Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XV, Berlino, Germania, 31 agosto – 3 settembre, 2009 - see details
  • F. Bovolo, S. Marchesi, L. Bruzzone, "An efficient 2-dimensional representation for unsupervised change detection in N-dimensional multispectral images" in Fifth International Workshop on the Analysis of Multi-Temporal Remote Sensing Images , Bethesda, Maryland: ASPRS, 2009, p. -----. Proceedings of: Multitemp 2009, Mystic, Connecticut, USA, 28-30 July 2009 - see details
  • F. Bovolo, L. Bruzzone, S. Marchesi, "Analysis and Adaptive Estimation of the Registration Noise Distribution in Multitemporal VHR Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 2009, n. 8 (2009), p. 2658-2671 - see details
  • D. Brunner, L. Bruzzone, A. Ferro, G. Lemoine, "Analysis of the reliability of the double bounce scattering mechanism for detecting buildings in VHR SAR images" in Proc. IEEE Radar Conference , New York: IEEE, 2009, p. 1-6. Proceedings of: RadarCon2009, Pasadena, CA, USA, 4-8 May, 2009. - DOI: 10.1109/RADAR.2009.4976983 - see details
  • M. Dalponte, N. C. Coops, L. Bruzzone, D. Gianelle, "Analysis on the use of multiple return LiDAR data for the estimation of tree stems volume" in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. Year 2009, v. 2, n. 4 (2009), p. 310-318 - see details
  • L. Bruzzone, C. Persello, "Approaches based on Support Vector Machine to Classification of Remote Sensing Data" in C.H. Chen (edited by), Handbook of Pattern Recognition and Computer Vision, Singapore: World Scientific Publishing Co. Inc., 2009, p. 329-352 - see details
  • N. Soldati, S. Robinson, C. Persello, J. Jovicich, L. Bruzzone, "Automatic classification of brain resting States using fMRI temporal signals" in ELECTRONICS LETTERS, n. 45 (2009), p. 19-21 - see details
  • N. Soldati, S. Robinson, L. Bruzzone, J. Jovicich, "Automatic identification of human brain resting state networks: reliability of classification over number of independent components identified" in Proc. Organization of Human Brain Mapping, Berkeley, CA, USA: ISMRM, 2009, p. -----. Proceedings of: Organization of Human Brain Mapping, San Francisco, USA, 18-24 arpile 2009 - see details
  • N. Soldati, S. Robinson, L. Bruzzone, J. Jovicich, "Automatic identification of human brain resting state networks: reliability of classification over number of independent components identified" in Organization of human brain mapping, Amsterdam: Elsevier Science, 2009, p. S79-S79. Proceedings of: OHBM, San Francisco, CA, 18th - 23th June 2009 - see details
  • D. Brunner, F.X. Thoorens, G. Lemoine, L. Bruzzone, "Distributed Geospatial Data Processing Functionality to Support Collaborative and Rapid Emergency Response" in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 2, n. 1 (2009), p. 33-46 - see details
  • D. Brunner, G. Lemoine, L. Bruzzone, "Estimation of building heights from detected dual-aspect VHR SAR imagery using an iterative simulation and matching procedure in combination with functional analysis" in Proc. IEEE Radar Conference , New York: IEEE, 2009, p. 1-6. Proceedings of: RadarCon2009, Pasadena, CA, USA, 4-8 May, 2009 - see details
  • C. Mariz, D. Gianelle, L. Bruzzone, L. Vescovo, "Fusion between multispectral SPOT-5 images and very high resolution texture information extracted from digital orthophotos for automatic classification of complex Alpine areas" in INTERNATIONAL JOURNAL OF REMOTE SENSING, v. 30, n. 11 (2009), p. 2859-2873 - see details
  • M. Dalponte, L. Bruzzone, D. Gianelle, "Fusion of hyperspectral and LIDAR remote sensing data for the estimation of tree stem diameters" in Proc. IEEE 2009 Int. Geoscience and Remote Sensing Symposium, New York: IEEE, 2009, p. 1820-1820. Proceedings of: IGARSS '09, Cape Town, South Africa, 12-17 July 2009 - see details
  • H.K. Ramapriyan, L. Di, L. Bruzzone, "Guest Editorial of the Special Issue on Data Archiving and Distribution" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 47, n. 1.1 (2009), p. 17-18 - see details
  • S. Marchesi, L. Bruzzone, "ICA and Kernel ICA for Change Detection in Multispectral Remote Sensing Images" in Proc. IEEE 2009 Int. Geoscience and Remote Sensing Symposium, New York: IEEE, 2009, p. II-980-II-983. Proceedings of: IGARSS '09, Cape Town, South Africa, 12-17 July 2009 - see details
  • T. V. Bandos, L. Bruzzone, G. Camps-valls, "Ill-posed Classification of Hyperspectral Images with Regularized Linear Discriminant Analysis" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 47, n. 3 (2009), p. 862-873 - see details
  • L. Bruzzone, C. Notarnicola, F. Posa (edited by), "Image and Signal Processing for Remote Sensing XV", by --, Washington: SPIE-The international society for optical engineering, 2009. - (Proceedings SPIE; 7477). - ISBN: 978-0-8194-7782-8 - see details
  • G. Camps-valls, L. Bruzzone (edited by), "Kernel Methods for Remote Sensing Data Analysis", by --, Singapore: Wiley, Inc., 2009. - ISBN: 978-0-470-72211-4 - see details
  • L. Gomez-chova, J. Calpe-maravilla, L. Bruzzone, G. Camps-valls, "Mean Kernels for Semi-supervised Remote Sensing Image Classification" in L.G. Camps-valls and Bruzzone (edited by), Kernel Methods for Remote Sensing Data Analysis, Stati Uniti d'America: John Wiley & Sons, Inc., 2009, p. 222-246 - see details
  • M. Dalla Mura, J. A. Benediktsson, L. Bruzzone, "Modeling Structural Information for Building Extraction with Morphological Attribute Filters" in SPIE Conference on Image and Signal Processing for Remote Sensing XV, BELLINGHAM, WA: SPIE, 2009, p. -----. Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XV, Berlino, Germania, 31 agosto – 3 settembre, 2009 - see details
  • M. Dalla Mura, J. A. Benediktsson, B. Waske, L. Bruzzone, "Morphological Attribute Filters for the Analysis of Very High Resolution Images" in Proc. IEEE 2009 Int. Geoscience and Remote Sensing Symposium, New York: IEEE, 2009, p. -----. Proceedings of: IGARSS '09, Cape Town, South Africa, 12-17 July 2009 - see details
  • A. Plaza, J. A. Benediktsson, J. Boardman, J. Brazile, L. Bruzzone, G. Camps-valls, J. Chanussot, M. Fauvel, P. Gamba, A. Gualtieri, M. Marconcini, J. Tilton, G. Trianni, "Recent Advances in Techniques for Hyperspectral Image Processing" in REMOTE SENSING OF ENVIRONMENT, v. 113, n. Suppl. 1 (2009), p. S110-S122 - see details
  • L. Pasolli, C. Notarnicola, L. Bruzzone, "Soil moisture estimation from microwave remote sensing data with non-linear machine learning techniques" in SPIE Conference on Image and Signal Processing for Remote Sensing XV, BELLINGHAM, WA: SPIE, 2009, p. -----. Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XV, Berlino, Germania, 31 agosto – 3 settembre, 2009 - see details
  • H. K. Ramapriyan, L. Di, L. Bruzzone (edited by), "Special Issue on “Data Archiving and Distribution” ", by --, Stati Uniti d'America: IEEE, 2009 - see details
  • M. Volpi, D. Tuia, M. Kanevski, F. Bovolo, L. Bruzzone, "Supervised change detection in VHR images: a comparative analysis" in IEEE International Workshop on Machine Learning for Signal Processing, New York: IEEE, 2009, p. -----. Proceedings of: MLSP, Grenoble, France, 2-4 September 2009 - see details
  • S. Robinson, G. Basso, N. Soldati, U. Sailer, J. Jovicich, L. Bruzzone, I. Kryspin Exner, H. Bauer, E. Moser, "The resting state of the basal ganglia’s motor control circuit" in BMC NEUROSCIENCE, v. 10, n. -- (2009), p. ----- - see details
  • M. Dalponte, L. Bruzzone, L. Vescovo, D. Gianelle, "The role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas" in REMOTE SENSING OF ENVIRONMENT, v. 113, n. 11 (2009), p. 2345-2355 - see details
  • M. Tyagi, F. Bovolo, A. K. Mehra, S. Chaudhuri, L. Bruzzone, "A Context-Sensitive Clustering Technique Based on Graph-Cut Initialization and Expectation-Maximization Algorithm" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 5, n. 1 (2008), p. 21-25 - see details
  • F. Bovolo, L. Bruzzone, S. Marchesi, "A Context-Sensitive Technique Robust to Registration Noise for Change Detection in Very High Resolution Multispectral Images" in IEEE 2008 Int. Geoscience and Remote Sensing Symposium, New York: IEEE, 2008, p. -----. Proceedings of: IGARSS '08, Boston, Massachusetts, U.S.A., 6-11 July 2008 - see details
  • L. Bruzzone, C. Persello, "A novel approach to the selection of robust and invariant features for classification of hyperspectral images" in IEEE 2008 Int. Geoscience and Remote Sensing Symposium, New York: IEEE, 2008, p. -----. Proceedings of: IGARSS '08, Boston, Massachusetts, U.S.A., 6 - 11 Luglio, 2008 - see details
  • F. Bovolo, L. Bruzzone, M. Marconcini, "A novel approach to unsupervised change detection based on a semisupervised SVM and a similarity measure" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 46, n. 7 (2008), p. 2070-2082 - see details
  • L. Bruzzone, C. Persello, "A novel protocol for accuracy assessment in classification of very high resolution multispectral and SAR images" in Proc. IEEE 2008 Int. Geoscience and Remote Sensing Symposium, New York: IEEE, 2008, p. -----. Proceedings of: IGARSS '08, Boston, Massachusetts, U.S.A., 6 - 11 Luglio, 2008 - see details
  • S. Robinson, N. Soldati, G. Basso, U. Sailer, J. Jovicich, L. Bruzzone, I. K. Exner, H. Bauer, E. Moser, "A Resting State Network in the Basal Ganglia" in Proceedings of the 16th Scientific Meeting of the International Society for Magnetic Resonance in Medicine, Berkeley: ISMRM, 2008, p. 0-0. Proceedings of: 16th Scientific meeting and exhibition of the ISMRM, Toronto, 3th-9th May 2008. - URL: http://www.ismrm.org/08/ - see details
  • F. Bovolo, L. Bruzzone, "An Adaptive Technique Based on Similarity Measures for Change Detection in Very High Resolution SAR Images" in IEEE 2008 Int. Geoscience and Remote Sensing Symposium, New York: IEEE, 2008, p. -----. Proceedings of: IGARSS '08, Boston, Massachusetts, U.S.A., 6-11 July 2008 - see details
  • F. Bovolo, L. Bruzzone, "An Approach to Change Detection in Time series of SAR Images Based on Multitemporal Similarity Measures" in SPIE Conference on Image and Signal Processing for Remote Sensing XIV, Washington: SPIE, 2008, p. -----. Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XIV, Cardiff, Wales, United Kingdom, 15-18 September 2008 - see details
  • G. Nollo, M. Marconcini, L. Faes, F. Bovolo, F. Ravelli, L. Bruzzone, "An Automatic System for the Analysis and the Classification of Human Atrial Fibrillation Patterns from Intracardiac Electrograms" in IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, v. 55, n. 9 (2008), p. 2275-2285 - see details
  • M. Dalla Mura, J. A. Benediktsson, F. Bovolo, L. Bruzzone, "An Unsupervised Technique Based on Morphological Filters for Change Detection in Very High Resolution Images" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 5, n. 3 (2008), p. 433-437 - see details
  • D. Brunner, L. Bruzzone, A. Ferro, J. Fortuny, G. Lemoine, "Analysis of the double bounce scattering mechanism of buildings in polarimetric VHR SAR data" in SPIE Conference on Image and Signal Processing for Remote Sensing XIV, BELLINGHAM, WA: SPIE, 2008, p. 71090Q-1-71090Q-12. Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XIV, Cardiff, Wales, United Kingdom, 15-18 September 2008 - see details
  • F. Bovolo, L. Bruzzone, S. Marchesi, "Analysis of the Effects of Registration Noise in Multitemporal VHR Images" in Image Information Mining: pursuing automation of geospatial intelligence for environment and security, Roma: ESA, 2008, p. -----. Proceedings of: ESA-EUSC 2008, ESRIN, Frascati (Italy), March 4-5, 2008 - see details
  • D. Brunner, G. Lemoine, L. Bruzzone, "Building height retrieval from airborne VHR SAR imagery based on an iterative simulation and matching procedure" in Remote Sensing for Environmental Monitoring, GIS Applications, and Geology VIII, Bellingham, WA: SPIE, 2008, p. 71100F-711012F. Proceedings of: SPIE Conference on Remote Sensing for Environmental Monitoring, GIS Applications, and Geology VIII, Cardiff, Wales, UK, 15-18 September 2008 - see details
  • F. Bovolo, L. Bruzzone, L. Capobianco, A. Garzelli, S. Marchesi, F. Nencini, "Change detection from pan-sharpened images: a comparative analysis" in Image Information Mining: pursuing automation of geospatial intelligence for environment and security, Roma: ESA, 2008, p. -----. Proceedings of: ESA-EUSC 2008, ESRIN, Frascati (Italy), March 4-5, 2008 - see details
  • M. Chi, R. Feng, L. Bruzzone, "Classification of Hyperspectral Remote Sensing Data with Primal Support Vector Machines" in ADVANCES IN SPACE RESEARCH, v. 41, n. 11 (2008), p. 1793-1799 - see details
  • B. E. Murphy, M. Dalponte, M. Poesio, L. Bruzzone, "Distinguishing Concept Categories on the Basis of Single-Participant electrophysiological activity" in 30th Annual Meeting of the Cognitive Science Society, Washington, DC: Cognitive Science Society, 2008, p. 403-408. - ISBN: 9780976831846. Proceedings of: Annual Meeting of the Cognitive Science Society, Washington, DC, 23d-26th Juli 2008 - see details
  • M. Dalponte, S. Tonolli, D. Gianelle, L. Bruzzone, "Estimation of forest biomass with multireturn LIDAR data" in 17th ASPRS William T. Pecora Memorial Remote Sensing Symposium, Bethesda, Maryland: ASPRS, 2008, p. -----. Proceedings of: PECORA, Denver, CO, 17-20 novembre 2008 - see details
  • M. Dalponte, L. Bruzzone, D. Gianelle, "Estimation of tree biomass volume in alpine forest areas using multireturn lidar data and support vector regression" in Image and Signal Processing for Remote Sensing XIV, Washington, DC: SPIE, 2008, p. 71090C-71090C-12 -(Proceedings of SPIE). Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XIV, Cardiff, 15th-8th September 2008 - see details
  • D. Brunner, G. Lemoine, L. Bruzzone, "Extraction of building heights from VHR SAR imagery using an iterative simulation and match procedure" in IEEE 2008 Int. Geoscience and Remote Sensing Symposium, New York: IEEE, 2008, p. IV-141-IV-144. Proceedings of: IGARSS '08, Boston, Massachusetts, U.S.A., 6 - 11 Luglio, 2008 - see details
  • M. Dalponte, L. Bruzzone, D. Gianelle, "Fusion of Hyperspectral and LIDAR Remote Sensing Data for Classification of Complex Forest Areas" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 46, n. 5 (2008), p. 1416-1427 - see details
  • M. Dalponte, L. Vescovo, L. Bruzzone, D. Gianelle, "Fusion of hyperspectral and LIDAR remote sensing data for the classification of complex forest areas" in Proceedings of the 27th EARSEL Symposium, Milano, Italia: Millpress, 2008, p. 189-196. Proceedings of: EARSEL, Bolzano, Italia, 4-7 Giugno 2007 - see details
  • D. Brunner, G. Lemoine, L. Bruzzone, "Height estimation of man made structures using hybrid VHR optical and SAR imagery" in Proc. EARSel Joint Workshop on Remote Sensing: New Challenges of High Resolution, Bochum, Germania: BIS-Verlag, 2008, p. 186-193. - ISBN: 9783925143793. Proceedings of: EARSEL, Bochum, Germany, 5-7 March, 2008 - see details
  • L. Bruzzone, C. Notarnicola, F. Posa (edited by), "Image and Signal Processing for Remote Sensing XIV", by --, Washington: SPIE-The international society for optical engineering, 2008. - ISBN: 978-0-8194-7340-0 - see details
  • S. Inamdar, F. Bovolo, L. Bruzzone, S. Chaudhuri, "Multidimensional Probability Density Function Matching for Preprocessing of Multitemporal Remote Sensing Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 46, n. 4.2 (2008), p. 1243-1252 - see details
  • B. Murphy, L. Bruzzone, M. Dalponte, M. Poesio, H. Lakany, "Predicting category specific effects in single subject electrophysiological activity" in , --: --, 2008, p. -----. Proceedings of: 26th European Workshop on Cognitive Neuropsychology 2008, Bressanone, Italia, 20th-25th January 2008 - see details
  • S. Tonolli, L. Vescovo, M. Dalponte, M. Neteler, L. Bruzzone, D. Gianelle, "Remote sensing of Trentino forest biophysical variables using IRS satellite data" in 17th ASPRS William T. Pecora Memorial Remote Sensing Symposium, Bethesda, Maryland: ASPRS, 2008, p. -----. Proceedings of: PECORA, Denver, CO, 17-20 novembre 2008 - see details
  • L. Gómez-chova, L. Bruzzone, G. Camps-valls, J. Calpe-maravilla, "Semi-supervised Remote Sensing Image Classification based on Clustering and Kernel Means" in IEEE 2008 Int. Geoscience and Remote Sensing Symposium, New York: IEEE, 2008, p. -----. Proceedings of: IGARSS '08, Boston, Massachusetts, U.S.A., 6 - 11 Luglio, 2008 - see details
  • L. Bruzzone, F. Bovolo, "Unsupervised Change Detection in Multi-Temporal SAR Images" in C. Chen (edited by), Image Processing for Remote Sensing, London: Taylor & Francis, 2008, p. 107-134 - see details
  • S. Ghosh, L. Bruzzone, S. Patra, F. Bovolo, A. Ghosh, "A Context-Sensitive Technique for Unsupervised Change Detection based on Hopfield Type Neural Networks" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 45, n. 3 (2007), p. 778-789 - see details
  • F. Bovolo, L. Bruzzone, S. Marchesi, "A Multiscale Change Detection Technique Robust to Registration Noise" in Pattern Recognition and Machine Intelligence, Berlino: Springer, 2007, p. 77-86. Proceedings of: Second International Conference, PReMI 2007, Kolkata, India, 18-22 December 2007 - see details
  • F. Bovolo, L. Bruzzone, S. Marchesi, "A multiscale technique for reducing registration noise in change detection on multitemporal VHR images" in IEEE 2007 Fourth International Workshop on the Analysis of Multi-Temporal Remote Sensing Images , Leuven, Belgium: IEEE, 2007, p. [n.d.]-[n.d.]. Proceedings of: International Workshop on the Analysis of Multi-temporal Remote Sensing Images, 2007. MultiTemp 2007, Leuven, Belgium, 18-20 July 2007 - see details
  • M. Dalla Mura, J. A. Benediktsson, L. Bruzzone, F. Bovolo, "A Novel Technique Based on Morphological Filters for Change Detection in Optical Remote Sensing Images" in Sixth Euro American Workshop on Information Optics, New York; United States: American Institute of Physics, 2007, p. 75-82. - ISBN: 978-0-7354-0463-2. Proceedings of: Sixth Euro American Workshop on Information Optics (WIO), Reykjavik, Iceland, 25–30 June 2007 - see details
  • F. Bovolo, L. Bruzzone, "A Split-Based Approach to Unsupervised Change Detection in Large-Size Multitemporal Images: Application to Tsunami Damage Assessment" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 45, n. 6 (2007), p. 1658-1670 - see details
  • J. Munoz-mari, L. Bruzzone, G. Camps-valls, "A Support Vector Domain Description Approach to Supervised Classification of Remote Sensing Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 45, n. 8 (2007), p. 2683-2692 - see details
  • F. Bovolo, L. Bruzzone, "A Theoretical Framework for Unsupervised Change Detection Based on Change Vector Analysis in Polar Domain" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 45, n. 1 (2007), p. 218-236 - see details
  • F. Bovolo, L. Bruzzone, S. Marchesi, "An adaptive parcel-based technique robust to registration noise for change detection in multitemporal VHR images" in Image and Signal Processing for Remote Sensing XIII, Washington: SPIE, 2007, p. 674806.1-674806.12. Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XIII, Florence, Italy, 17-20 September 2007 - see details
  • F. Bovolo, L. Bruzzone, E. Rathje, "An Approach to Post-Earthquake Damage Detection in Urban Areas Based on Multitemporal High Resolution Images" in European Geosciences Union General Assembly 2007, Strasburgo, Francia: EGU, 2007, p. 1-2. Proceedings of: EGU, Vienna, Austria, 15 – 20 April 2007 - see details
  • F. Bovolo, L. Bruzzone, M. Marconcini, "An Unsupervised Change-Detection Technique Based on Bayesian Initialization and Semi-Supervised SVM" in IEEE International Geoscience and Remote Sensing Symposium, 2007, Los Alamitos, Calif.: IEEE computer society, 2007, p. 2370-2373. Proceedings of: IGARSS 2007, Barcelona, 23rd-28th July 2007 - see details
  • F. Bovolo, G. Camps-valls, L. Bruzzone, "An Unsupervised Support Vector Method for Change Detection" in SPIE Conference on Image and Signal Processing for Remote Sensing XII, Washington: SPIE, 2007, p. 674809.1-674809.10. Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XII, Firenze, Italy, 18-20 September 2007 - see details
  • M. Dalponte, F. Bovolo, L. Bruzzone, "Automatic Selection of Frequency and Time Intervals for Classification of EEG Signals" in ELECTRONICS LETTERS, v. 43, n. 25 (2007), p. 1406-1408 - see details
  • D. Brunner, G. Lemoine, J. Fortuny, L. Bruzzone, "Building Characterisation in VHR SAR Data Acquired under Controlled EMSL Conditions" in IEEE International Geoscience and Remote Sensing Symposium, Piscataway, NJ: IEEE, 2007, p. 2694-2697. Proceedings of: IGARSS 2007, Barcelona, 23rd -28th July 2007 - see details
  • M. Chi, L. Bruzzone, "Classification of hyperspectral data by continuation semi-supervised SVM" in IEEE International Geoscience and Remote Sensing Symposium: IGARSS 2007, Piscataway, NJ: IEEE, 2007, p. 3794-3797. Proceedings of: IGARSS'07, Barcelona, 23rd-27th July 2007 - see details
  • E. Arnoldi, L. Bruzzone, L. Carlin, L. Pedron, C. Persello, "Classificazione di immagini telerilevate satellitari per agricoltura di precisione" in MONDOGIS, v. , n. 63 (2007), p. 13-17 - see details
  • T.V. Bandos, L. Bruzzone, G. Camps-valls, "Efficient regularized LDA for hyperspectral image classification" in Proc. SPIE Conference on Image and Signal Processing for Remote Sensing XII, US: SPIE, 2007, p. 67480R.1-67480R.12. Proceedings of: SPIE 2007, Firenze, Italy, 18-20 September 2007 - see details
  • L. Bruzzone, M. Marconcini, C. Persello, "Fusion of Spectral and Spatial Information by a Novel SVM Classification Technique" in IEEE International Geoscience and Remote Sensing Symposium, 2007(IGARSS 2007), Piscataway, NJ: IEEE, 2007, p. 4838-4841. Proceedings of: IGARSS 2007, Barcelona, 23rd -28th July 2007. - DOI: 10.1109/IGARSS.2007.4423944 - see details
  • L. Bruzzone (edited by), "Image and Signal Processing for Remote Sensing XIII", by --, Washington: SPIE-The International Society for optical engineering, 2007. - ISBN: 978-0-8194-6906-9 - see details
  • Y. Bazi, L. Bruzzone, F. Melgani, "Image thresholding based on the EM algorithm and the generalized Gaussian distribution" in PATTERN RECOGNITION, v. 40, n. 2 (2007), p. 619-634 - see details
  • M. Datcu, S. D'elia, R. L. King, L. Bruzzone, "Introduction to the Special Section on Image Information Mining for Earth Observation Data" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 45, n. 4 (2007), p. 795-798 - see details
  • L. Bruzzone, M. Dalponte, D. Gianelle, "On the role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas" in Image and Signal Processing for Remote Sensing XIII, BELLINGHAM, WA: SPIE, 2007, p. 67480C-1-67480C-12 -(Proceedings of SPIE; 6748). Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XIII, Florence, 17th-20th September 2007. - URL: www.spie.org - see details
  • M. Marconcini, L. Bruzzone, "Partially-Supervised Updating of Land-Cover Maps: a P2S2VM Technique and a Circular Validation Strategy" in IEEE International Geoscience and Remote Sensing Symposium: IGARSS 2007, Piscataway, NJ: IEEE, 2007, p. 1079-1082. Proceedings of: IGARSS '07, Barcelona, 23rd-27th July 2007. - DOI: 10.1109/IGARSS.2007.4422988 - see details
  • M. Chi, L. Bruzzone, "Semi-Supervised Classification of Hyperspectral Images by SVMs Optimized in the Primal" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 45, n. 6 (2007), p. 1870-1880 - see details
  • L. Bruzzone, M. Chi, M. Marconcini, "Semisupervised Support Vector Machines for Classification of Hyperspectral Remote Sensing Images" in C-I. Chang (edited by), Hyperspectral Data Exploitation: Theory and Applications, Stati Uniti d'America: John Wiley & Sons, Inc., 2007, p. 275-311 - see details
  • E. Arnoldi, L. Bruzzone, L. Carlin, L. Pedron, C. Persello, "Sistema avanzato per la classificazione delle aree agricole in immagini ad elevata risoluzione geometrica" in 11. Conferenza Nazionale ASITA, [Milano]: ASITA, 2007, p. [n.d.]-[n.d.]. Proceedings of: ASITA, Torino, 6-9 novembre 2007. - URL: http://www.asita.it/index1.htm - see details
  • M. Datc, S. D’elia, R.L. King, L. Bruzzone (edited by), "Special Section on “Image Information Mining for Earth Observation Data”", by --, Stati Uniti d'America: IEEE, 2007 - see details
  • M. Dalponte, D. Gianelle, L. Bruzzone, "Use of hyperspectral and LIDAR data for classification of complex forest areas" in D. Gianelle, D. Travaglini, F. Mason, E. Minari, G. Chierici, C. Chemini (edited by), Canopy Analysis and Dynamics of a Floodplain Forest, Verona: Centro Nazionale per lo studio e la conservazione della Biodiversita' Forestale – Bosco della Fontana. Cierre Grafica Editore, 2007, p. 25-37 - see details
  • M. Dalponte, D. Gianelle, L. Bruzzone, "Use of hyperspectral and LIDAR data for classification of complex forest areas" in D. Gianelle, D. Travaglini, F. Mason, E. Minari, G. Chirici, C. Chemini (edited by), Canopy Analysis and Dynamics of a Floodplain Forest, Verona, Italy: Cierre Grafica, 2007, p. 25-37 - see details
  • L. Carlin, L. Bruzzone, B. Borasca, M. Zusi, "A Fuzzy-input Fuzzy-output SVM Technique for Classification of Hyperspectral Remote Sensing Images" in Proceedings of the 7th Nordic Signal Processing Symposium 2006: NORSIG 2006, Piscataway, NJ: IEEE, 2006, p. 2-5. Proceedings of: NORSIG 2006, Reykjavík, 7th-9th June 2006 - see details
  • M. Joshi, L. Bruzzone, S. Chaudhuri, "A model-based approach to multiresolution fusion in remotely sensed images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 44, n. 9 (2006), p. 2549-2562 - see details
  • L. Bruzzone, L. Carlin, "A multilevel context-based system for classification of very high spatial resolution images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 44, n. 9 (2006), p. 2587-2600 - see details
  • A. Baraldi, L. Bruzzone, P. Blonda, "A multiscale expectation-maximization semisupervised classifier suitable for badly posed image classification" in IEEE TRANSACTIONS ON IMAGE PROCESSING, v. 15, n. 8 (2006), p. 2208-2225 - see details
  • F. Bovolo, L. Bruzzone, M. Marconcini, "A Novel Context-Sensitive SVM for Classification of Remote Sensing Images" in IEEE International Conference on Geoscience and Remote Sensing Symposium, 2006, Los Alamitos, Calif.: IEEE computer society, 2006, p. 2498-2501. Proceedings of: IGARSS 2006, Denver (CO), 31st July-4th August 2006 - see details
  • F. Bovolo, L. Bruzzone, M. Marconcini, C. Persello, "A Novel Context-Sensitive SVM for Classification of Remote Sensing Images", Trento: Università degli Studi di Trento, 2006. - (Technical Report; DIT-06-040) - see details
  • F. Bovolo, L. Bruzzone, "A Novel Theoretical Framework for Unsupervised Change Detection Based on CVA in Polar Domain" in IEEE 2006 Int. Geoscience and Remote Sensing Symposium, Washington: IEEE, 2006, p. 379-382. Proceedings of: IEEE 2006 Int. Geoscience and Remote Sensing Symphosium, (IGARSS '06), Denver, Colorado, USA, 31 July-4 August 2006 - see details
  • L. Bruzzone, M. Chi, M. Marconcini, "A novel transductive SVM for semisupervised classification of remote-sensing images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 44, n. 11 (2006), p. 3363-3373 - see details
  • F. Bovolo, L. Bruzzone, "A split-based approach to unsupervised change detection in large-size SAR images" in Image and Signal Processing for Remote Sensing XII, Washington: SPIE, 2006, p. 63650I-63651I -(Proceedings of SPIE; 6365). Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XII, Stockholm, Sweden, 11-16 Settembre 2006 - see details
  • F. Bovolo, L. Bruzzone, "A Theoretical Framework for Unsupervised Change Detection Based on Change Vector Analysis in Polar Domain", 2006. - (Technical Report; DIT-06-01) - see details
  • A. Plaza, J.A. Benediktsson, J. Boardman, J. Brazile, L. Bruzzone, G. Camps-valls, J. Chanussot, M. Fauvel, P. Gamba, A. Gualtieri, J.C. Tilton, G. Trianni, "Advanced processing of hyperspectral images" in 2006 IEEE International Geoscience and Remote Sensing Symposium, Piscataway, NJ: IEEE, 2006, p. 1974-1978. Proceedings of: IGARSS'06, Denver, CO, 31th Juli-4th August 2006. - DOI: 10.1109/IGARSS.2006.511 - see details
  • L. Bruzzone, M. Chi, M. Marconcini, "Advanced Semisupervised SVM Approaches to Classification of Hyperspectral Data" in 2006 IEEE International Geoscience and Remote Sensing Symposium, Piscataway, NJ: IEEE, 2006, p. 3887-3890. Proceedings of: IGARSS'06, Denver, July 31 - August 04, 2006. - DOI: 10.1109/IGARSS.2006.997 - see details
  • L. Bruzzone, M. Marconcini, "An advanced semi-supervised SVM classifier for the analysis of hyperspectral remote sensing data" in Image and Signal Processing for Remote Sensing XII, Bellingham, WA: SPIE, 2006, p. [n.d.]-[n.d.] -(Proceedings of SPIE; 6365). Proceedings of: 12th SPIE International Symposium on Remote Sensing, Stockholm, 13th-14th September, 2006 - see details
  • Y. Bazi, L. Bruzzone, F. Melgani, "Automatic Identification of the Number and Values of Decision Thresholds in the Log-ratio Image for Change Detection in SAR Images" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 3, n. 3 (2006), p. 349-353 - see details
  • A. Baraldi, V. Puzzolo, P. Blonda, L. Bruzzone, C. Tarantino, "Automatic spectral rule-based preliminary mapping of calibrated Landsat TM and ETM+ images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 44, n. 9 (2006), p. 2563-2586 - see details
  • A. Baraldi, L. Bruzzone, P. Blonda, L. Carlin, "Badly-posed classification of remotely sensed images û An experimental comparison of existing data mapping systems" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 44, n. 1 (2006), p. 214-235 - see details
  • L. Bruzzone, L. Carlin, L Alparone, S. Baronti, A. Garzelli, F. Nencini, "Can Multiresolution Fusion Techniques Improve Classification Accuracy?" in Image and Signal Processing for Remote Sensing XII, Bellingham, WA: SPIE, 2006, p. 636509-1-636509-12. Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XII, Stockholm, 13rd-14th September 2006. - DOI: 10.1117/12.691208 - see details
  • L. Bruzzone, L. Gomez-chova, M. Marconcini, G. Camps-valls, "Hyperspectral Image Classification with Kernels" in G. Camps-valls, J. Luis Rojo-álvarez, M. Martínez-ramón (edited by), Kernel methods in Bioengineering, Communications and Image Processing, Stati Uniti d'America: Idea Group Inc., 2006, p. 374-398 - see details
  • L. Bruzzone (edited by), "Image and Signal Processing for Remote Sensing XII", by --, Washington: SPIE-The international society for optical engineering, 2006. - (Proceedings of SPIE; 6365). - ISBN: 0819464600 - see details
  • S. K. Meher, A. Ghosh, B. U. Shankar, L. Bruzzone, "Neuro-Fuzzy Fusion: A New Approach to Multiple Classifier System" in 9th International Conference on Information Technology: ICIT 2006: Proceedings, Los Alamitos, CA: IEEE, 2006, p. 209-212. Proceedings of: ICIT-2006, Bhubaneswar, 18th-21th December 2006. - DOI: 10.1109/ICIT.2006.67 - see details
  • B. U. Shankar, S. K. Meher, A. Ghosh, L. Bruzzone, "Remote Sensing Image Classification: A Neuro-fuzzy MCS Approach" in Computer Vision Graphics and Image Processing: 5th Indian Conference ICVGIP 2006: Proceedings, Berlino: Springer, 2006, p. 128-139 -(Lecture notes in computer science; 4338). Proceedings of: ICVGIP-2006, Madurai, 13th-16th December 2006 - see details
  • G. Camps-valls, L. Bruzzone, J. Rojo-alvarez, F. Melgani, "Robust Support Vector Regression for Biophysical Variable Estimation from Remotely Sensed Images" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 3, n. 1 (2006), p. 339-343 - see details
  • L. Bruzzone, F. Bovolo, "Unsupervised change detection in multitemporal SAR images" in C. Chen (edited by), Signal and Image Processing for Remote Sensing, London: Taylor & Francis, 2006, p. 371-398 - see details
  • R. Cossu, S. Chaudhuri, L. Bruzzone, "A context-sensitive Bayesian technique for the partially supervised classification of multitemporal images" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 2, n. 3 (2005), p. 352-356 - see details
  • F. Bovolo, L. Bruzzone, "A Context-Sensitive Technique Based on Support Vector Machines for Image Classification" in Pattern Recognition and Machine Intelligence: First International Conference: PReMI 2005: Proceedings, Berlin ; Heidelberg: Springer, 2005, p. 260-265 -(Lecture Notes in Computer Science; 3776). Proceedings of: PReMI 2005, Kolkata, 20th-22nd December 2005 - see details
  • F. Bovolo, L. Bruzzone, "A Detail-Preserving Scale-Driven Approach to Unsupervised Change Detection in Multitemporal SAR Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 43, n. 12 (2005), p. 2963-2972 - see details
  • F. Bovolo, L. Bruzzone, "A Multilevel Parcel-Based Approach to Change Detection in Very High Resolution Multitemporal Images" in IEEE International Geoscience and Remote Symposium: IGARS 2005, Piscatawaj, NJ: IEEE, 2005, p. 2145-2148. Proceedings of: IGARSS 2005, Seoul, Korea, 25th-29th July 2005 - see details
  • L. Bruzzone, M. Marconcini, "A Novel T²-SVM for Partially Supervised Classification" in Pattern Recognition and Machine Intelligence: First International Conference: PReMI 2005: Proceedings, Berlin ; Heidelberg: Springer, 2005, p. 40-49 -(Lecture Notes in Computer Science; 3776). Proceedings of: PReMI 2005, Kolkata, 18th-22nd December 2005 - see details
  • L. Bruzzone, M. Marconcini, "A Novel T²-SVM for Partially Supervised Classification of Multitemporal Remote Sensing Images" in 2005 IEEE International Geoscience and Remote Sensing Symposium, Piscataway, NJ: IEEE, 2005, p. 2815-2818. Proceedings of: IGARSS'05, Seoul, 25th - 29th July 2005 - see details
  • M. Chi, L. Bruzzone, "A Novel Transductive SVM for Semisupervised Classification of Remote Sensing Images" in SPIE Conference on Image and Signal Processing for Remote Sensing XI, Bellingham, WA: SPIE , 2005, p. 59820F-1-59820F-12. Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XI, Bruges, Belgium, September 2005 - see details
  • L. Carlin, L. Bruzzone, "A scale-driven classification technique for very high geometrical resolution images" in Image and Signal Processing for Remote Sensing XI, Bellingham, WA: SPIE, 2005, p. 598203-1-598203-12. Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XI, Bruges, 19th-22nd September 2005. - URL: www.spie.org . - DOI: 10.1117/12.628847 - see details
  • M. Chi, L. Bruzzone, "A Semi-Labeled-Sample Driven Bagging Technique for Ill-Posed Classification Problems" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 2, n. 1 (2005), p. 69-73 - see details
  • F. Bovolo, L. Bruzzone, "A Wavelet-Based Change-Detection Technique for Multitemporal SAR Images" in 2005 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images: Proceedings of the Third International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Piscataway, NJ: IEEE , 2005, p. 85-89. Proceedings of: Multi Temp 2005, Biloxi, MS, 16th-18th May 2005 - see details
  • F. Bovolo, L. Bruzzone, "An adaptive multiscale approach to unsupervised change detection in multitemporal SAR images" in IEEE International Conference on Image Processing: ICIP 2005, Piscatawaj, NJ: IEEE, 2005, p. 665-668. Proceedings of: ICIP '05, Genova, 11th-14th September 2005 - see details
  • M. Chi, L. Bruzzone, "An Ensemble-Driven k-NN Approach to Ill-Posed Classification Problems" in PATTERN RECOGNITION LETTERS, v. 27, n. 4 (2005), p. 301-307 - see details
  • Y. Bazi, L. Bruzzone, F. Melgani, "An Unsupervised Approach Based on the Generalized Gaussian Model to Automatic Change Detection in Multitemproal SAR Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, n.s., v. 43, n. 4 (2005), p. 874-887 - see details
  • Y. Bazi, L. Bruzzone, F. Melgani, "Automatic Analysis of the Log-ratio Image for the Detection of Multiple Changes in Multitemporal SAR Images" in Image and Signal Processing for Remote Sensing XI, Bellingham, WA: SPIE, 2005, p. 264-273 -(Proceedings of SPIE; 5982). - ISBN: 9780819460028. Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing XII, Brugge, 20th September 2005 - see details
  • Y. Bazi, L. Bruzzone, F. Melgani, "Change detection in multitemporal SAR images based on the EM-GA algorithm and markov random fields" in In Proceedings of 'Multi-Temp 2005',, New York: IEEE, 2005, p. -----. Proceedings of: Multi-Temp 2005, Biloxi, Miss., 16-18 May 2005 - see details
  • V. Puzzolo, M. Panizza, F. De Natale, L. Bruzzone, "Correzioni topografiche di immagini Landsat TM e SPOT HRV in aree alpine ortograficamente complesse" in RIVISTA ITALIANA DI TELERILEVAMENTO, v. 32, n. -- (2005), p. 67-77 - see details
  • L. Bruzzone (edited by), "Image and Signal Processing for Remote Sensing XI", by --, Washington: SPIE-The international society for optical engineering, 2005. - (Proceedings of SPIE; 5982). - ISBN: 0819460028 - see details
  • G. Camps-valls, L. Bruzzone, "Kernel-based methods for hyperspectral images classification" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 43, n. 6 (2005), p. 1351-1362 - see details
  • A. Baraldi, L. Bruzzone, P. Blonda, "Quality assessment of classification and cluster maps without ground truth knowledge" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 43, n. 4 (2005), p. 857-873 - see details
  • L. Bruzzone, F. Melgani, "Robust multiple estimator systems for the analysis of eiophysical Parameters from Remotely Sensed Data" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 43, n. 1 (2005), p. 159-174 - see details
  • L. Bruzzone, M. Chi, M. Marconcini, "Transductive SVMs for Semisupervised Classification of Hyperspectral Data" in 25th IEEE International Geoscience and Remote Sensing Symposium: IGARSS 2005, Piscataway, NJ: IEEE, 2005, p. 164-167. Proceedings of: IGARSS'05, Seoul, 25th-29th July 2005. - DOI: 10.1109/IGARSS.2005.1526130 - see details
  • M. Tyagi, A. K. Mehra, S. Chaudhuri, L. Bruzzone, "Unsupervised Classification of Remote Sensing Data Using Graph Cut-Based Initialization" in Pattern Recognition and Machine Intelligence: First International Conference, PReMI 2005. Proceedings, Berlino: Springer, 2005, p. 206-211 -(Lecture Notes in Computer Science; 3776). Proceedings of: PReMI 2005, Kolkata, 18th-22nd December 2005 - see details
  • L. Bruzzone, L. Carlin, F. Melgani, "A multilevel hierarchical approach to classification of high spatial resolution images with support vector machines" in IGARSS 2004: 2004 IEEE International Geoscience and Remote Sensing Symposium proceedings: science for society: exploring and managing a changing planet, Piscataway (NJ): IEEE, 2004, p. 540-543. Proceedings of: IGARSS 2004, Anchorage, USA, 20th-24th September 2004. - DOI: 10.1109/IGARSS.2004.1369083 - see details
  • Y. Bazi, L. Bruzzone, F. Melgani, "A novel technique for unsupervised change detection in multitemporal SAR Images" in 35th COSPAR Scientific Assembly, Göttingen, Germany: Copernicus, 2004, p. 4534-4534. Proceedings of: COSPAR, Paris, France, 18th-25th July 2004. - URL: http://adsabs.harvard.edu/abs/2004cosp.meet.4534B - see details
  • L. Bruzzone, F. Melgani, "An advanced classification system based on the back-propagation of consensus" in 2003 IEEE International Geoscience and Remote Sensing Symposium: IGARSS 2003, Piscataway, NJ: IEEE, 2004, p. 1785-1787. Proceedings of: IEEE international geoscience and remote sensing symposium (IGARS'03), Toulouse, 21th-25th July 2003. - DOI: 10.1109/IGARSS.2003.1294250 - see details
  • L. Bruzzone, M. Marconcini, U. Wegmuller, A. Wiesmann, "An advanced system for automatic classification od multitemporal SAR images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 42, n. 6 (2004), p. 1321-1334 - see details
  • Y. Bazi, L. Bruzzone, F. Melgani, "An Approach to Unsupervised Change Detection in Multitemporal SAR Images Based on the Generalized Gaussian Distribution" in 2004 IEEE International Geoscience and Remote Sensing Symposium Proceedings, Piscataway, NJ: IEEE, 2004, p. 1402-1405. Proceedings of: IGARSS-2004, Anchorage, USA, 20th-24th September 2004. - URL: http://www.igarss04.org/ - see details
  • M.M. Chi, L. Bruzzone, "An ensemble-driven k-NN approach to ill-posed classification problems" in 3rd International Workshop on Pattern Recognition in Remote Sensing , France: Elsevier, 2004, p. 301-307. Proceedings of: PRRS04, Kingston upon Thames, U.K., August 2004 - see details
  • P. Smits, L. Bruzzone (edited by), "Analysis of multi-temporal remote sensing images : proceedings of the 2nd international Multitemp 2003 workshop", by --, Singapore ; London ; Hackensack, N.J.: World scientific, 2004, 456 p. - (Series in remote sensing; 3). - ISBN: 981-238-915-6 - see details
  • Y. Bazi, L. Bruzzone, F. Melgani, "Change Detection in Multitemporal SAR Images Based on Generalized Gaussian Distribution and EM Algorithm" in Image and Signal Processing for Remote Sensing X, Bellingham, WA: SPIE, 2004, p. 364-375 -(Proceedings of SPIE; 5573). - ISBN: 9780819455208. Proceedings of: Conference on Image and Signal Processing for Remote Sensing X, Gran Canaria, Spain, 10th November 2004. - URL: http://www.spie.org/ - see details
  • A. Baraldi, L. Bruzzone, "Classification of High Spatial Resolution Images by means of a Gabor Wavelet Decomposition and a Support Vector Machine" in Image and Signal Processing for Remote Sensing X, Bellingham, WA: SPIE, 2004, p. 19-29 -(Proceedings of SPIE; 5573). Proceedings of: Conference on Image and Signal Processing for Remote Sensing X, Maspalomas (Spain), 13th-15th September 2004 - see details
  • F. Melgani, L. Bruzzone, "Classification of hyperspectral remote-sensing images with support vector machines" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 42, n. 8 (2004), p. 1778-1790 - see details
  • M. Panizza, F. De Natale, V. Puzzolo, L. Bruzzone, "Confronto tra tecniche di georeferenziazione ed ortorettificazione su immagini Landsat TM in un’area alpina del trentino" in Atti dell’ottava conferenza nazionale ASITA, Milano: Asita, 2004, p. 1619-1623. Proceedings of: ASITA 2004, Roma, 14-17 Dicembre 2004 - see details
  • L. Bruzzone, R. Cossu, G. Vernazza, "Detection of land-cover transitions by combining multidate classifiers" in PATTERN RECOGNITION LETTERS, v. 25, n. 13 (2004), p. 1491-1500 - see details
  • F. Melgani, L. Bruzzone, "Estimation of Biophysical Parameters from Optical Remote-Sensing Images with High-Order Residues" in 2004 IEEE International Geoscience and Remote Sensing Symposium Proceedings, Piscataway, NJ: IEEE, 2004, p. 1479-1482. Proceedings of: IGARSS 2004, Anchorage, AK, 20th-24th September 2004 - see details
  • L. Bruzzone (edited by), "Image and Signal Processing for Remote Sensing IX", Bellingham, WA: SPIE, 2004. - ISBN: 0819451215 - see details
  • L. Bruzzone (edited by), "Image and Signal Processing for Remote Sensing X", by --, Washington : SPIE-The international society for optical engineering, 2004, 508 p. - (Proceedings of SPIE; 5573). - ISBN: 0819455202 - see details
  • L. Bruzzone, L. Lizzi, P. G. Marchetti, J. Earl, M. Milnes, "Recognition and Detection of Impact Craters from EO Products" in Proceedings of ESA-EUSC 2004: Theory and Applications of Knowledge-Driven Image Information Mining with focus on Earth Observation, Noordwijk: ESA, 2004, p. [n.d.]-[n.d.] -(ESA SP; 553). Proceedings of: ESA-EUSC 2004, Madrid, 17th-18th March 2004. - URL: http://earth.esa.int/rtd/Events/ESA-EUSC_2004/ - see details
  • G. Camps-valls, L. Bruzzone, "Regularized Methods for Hyperspectral Image Classification" in Image and Signal Processing for Remote Sensing X: Proceedings Volume, Bellingham, WA: SPIE, 2004, p. 226-237 -(Proceedings of SPIE; 5573). Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing X, Maspalomas, Gran Canaria, 13th-15th Settembre 2004 - see details
  • L. Bruzzone, F. Melgani, "Support Vector Machines for Classification of Hyperspectral Remote-Sensing Images in Multiclass Problems" in G. Corsini (edited by), Analysis and Classification of Remotely Sensed Hyperspectral Images, Pisa: Edizioni ETS, 2004, p. 60-70. - ISBN: 8846712536 - see details
  • L. Bruzzone, F. Melgani, "A data fusion approach to unsupervised change detection" in IEEE 2003 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2003, p. 1374-1376. Proceedings of: IEEE international geoscience and remote sensing symposium (IGARSS'03), Toulouse, 21-25 July 2003 - see details
  • L. Bruzzone, L. Carlin, F. Melgani, "A Residual-Based Approach to Classification of Remote Sensing Images" in IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, New York: IEEE, 2003, p. 417-423. Proceedings of: IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, Washington DC, 27th-28th October 2003 - see details
  • F. Melgani, L. Bruzzone, "A residual-based technique for the estimation of biophysical parameters from remote-sensing images" in IEEE 2003 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2003, p. 476-478. Proceedings of: IEEE international geoscience and remote sensing symposium (IGARSS'03), Toulouse, 21st-25th July 2003 - see details
  • L. Bruzzone, S. Casadio, R. Cossu, F. Sini, C. Zehner, "A system for monitoring NO2 emissions from biomass burning by using GOME and ATSR-2 data" in INTERNATIONAL JOURNAL OF REMOTE SENSING, v. 24, n. 8 (2003), p. 1709-1721 - see details
  • L. Bruzzone, R. Cossu, "Advanced classification techniques: partially supervised approaches" in C.H. Chen (edited by), Frontiers of Remote Sensing Information, Singapore: World Scientific Publishing Co. , 2003, p. 285-314. - ISBN: 9812383441 - see details
  • L. Bruzzone, R. Cossu, "An adaptive approach for reducing registration noise effects in unsupervised change detection" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 41, n. 11 (2003), p. 2455-2465 - see details
  • L. Bruzzone, M. Marconcini, U. Wegmuller, A. Wiesmann, "An advanced system for automatic classification of multitemporal SAR images" in Second International Workshop on the Analysis of Multi-Temporal Remote Sensing Images , Stati Uniti d'America: World Scientific, 2003, p. 175-185. Proceedings of: Second International Workshop on the Analysis of Multi-temporal Remote Sensing Images, Ispra, Varese (Italia), 16-18 Luglio 2003 - see details
  • L. Bruzzone, F. Melgani, "Classification of hyperspectral images with support vector machines: multiclass strategies" in SPIE Conference on Image and Signal Processing for Remote Sensing IX, BELLINGHAM, WA: SPIE, 2003, p. 408-419. Proceedings of: 9th SPIE conference on image and signal processing for remote sensing, Barcelona, Spain, September 2003 - see details
  • G. Arman, L. Bruzzone, F. De Natale, "Classificazione automatica di un'area del Trentino mediante analisi di immagini telerilevate multispettrali" in DENDRONATURA, v. 23, n. 2 (2003), p. 54-63 - see details
  • V. Puzzolo, M. Nardelli, F. De Natale, L. Bruzzone, "Classificazioni di coperture forestali in aree alpine mediante immagini Landsat TM multi-temporali" in DENDRONATURA, v. 23, n. 1 (2003), p. 39-45 - see details
  • M. Nardelli, F. De Natale, V. Puzzolo, L. Bruzzone, "Discriminazione di coperture forestali in aree alpine mediante classificazione fuzzy" in Atti della settima conferenza nazionale ASITA, Italia: ASITA, 2003, p. 1503-1508. Proceedings of: ASITA 2003, Verona, 28-31 Ottobre 2003 - see details
  • F. Melgani, L. Bruzzone, "Estimation of biophysical parameters from remote-sensing data: a fusion-based approach" in Tyrrhenian international workshop on remote sensing, Pisa, Italia: Edizioni plus, Università di Pisa, 2003, p. 685-695. Proceedings of: Tyrrhenian international workshop on remote sensing, Isola d'Elba, September 2003 - see details
  • E. Volden, L. Bruzzone, J. Romero, A. Lumicisi, O. Renda, R. La Fortezza, E. Toppo, A. Harald, "Forest environmental reporting services" in EEE 2003 Int. Geoscience and Remote Sensing Symposium (IGARSS 2003), Stati Uniti d'America: IEEE, 2003, p. 4582-4584. Proceedings of: IEEE 2003 Int. Geoscience and Remote Sensing Symposium (IGARSS 2003), Tolosa (Francia), 21-25 Luglio 2003 - see details
  • L. Bruzzone, P. Smits, J. Tilton, "Foreword special issue on analysis of multitemporal remote sensing images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 41, n. 11 (2003), p. 2419-2422 - see details
  • L. Bruzzone (edited by), "Signal processing for remote sensing IX", by --, Washington, Wash.: SPIE-The international society for optical engineering, 2003, 584 p. - (Proceedings of SPIE; 5238) - see details
  • L. Bruzzone, P. Smits, J. Tilton (edited by), "Special Issue on Analysis of Multitemporal Remote Sensing Images", by --, New York, N.Y.: IEEE, 2003, 249 p. - (IEEE Transactions on Geoscience and Remote Sensing; 41) - see details
  • L. Bruzzone, R. Cossu, "A multiple cascade-classifier system for a robust a partially unsupervised updating of land-cover maps" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 40, n. 9 (2002), p. 1984-1996 - see details
  • L. Bruzzone, D. Fernandez Prieto, "A partially unsupervised cascade classifier for the analysis of multitemporal remote-sensing images" in PATTERN RECOGNITION LETTERS, v. 23, n. 9 (2002), p. 1063-1071 - see details
  • L. Bruzzone, R. Cossu, "Adaptive reduction of registration-noise effects in unsupervised change detection" in First IEEE International Workshop on the Analysis of Multi-temporal Remote Sensing Images, Stati Uniti d'America: World Scientific, 2002, p. 50-58. Proceedings of: First IEEE International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Trento, 13-14 Settembre 2001 - see details
  • L. Bruzzone, "Advanced classification techniques for multitemporal images: partially supervised approaches" in International Workshop on Advanced in Multimedia, Communications, Information Processing, and Education, --: ., 2002, p. 106-113. Proceedings of: International Workshop on Advanced in Multimedia, Communications, Information Processing, and Education (Learning’02), Leganes, Madrid (Spagna), 23-25 Ottobre 2002 - see details
  • L. Bruzzone, D. Fernandez Prieto, "An adaptive semi-parametric and context-based approach to unsupervised change detection in multitemporal remote sensing images" in IEEE TRANSACTIONS ON IMAGE PROCESSING, v. 11, n. 4 (2002), p. 452-466 - see details
  • L. Bruzzone, R. Cossu, "An unsupervised change detection technique robust to registration noise" in IEEE 2002 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2002, p. 306-308. Proceedings of: IEEE 2002 International Geoscience and Remote Sensing Symposium (IGARSS 2002), Toronto, 24-28 Giugno 2002 - see details
  • L. Bruzzone, P. Smits (edited by), "Analysis of Multi-Temporal Remote Sensing Images", by --, Singapore ; London ; Hackensack, N.J.: World scientific, 2002, 440 p. - (Series in Remote Sensing; 2). - ISBN: 981-02-4955-1 - see details
  • L. Bruzzone, R. Cossu, "Analysis of Multitemporal Remote-Sensing Images for Change Detection: Bayesian Thresholding Approaches" in E. Binaghi, P.A. Brivio, S.B. Serpico (edited by), Geospatial Pattern Recognition, Kerala, India: Research Signpost/Transworld Research, 2002, p. 319-336. - ISBN: 9788177361322 - see details
  • L. Bruzzone, R. Cossu, G. Vernazza, "Combining parametric and non-parametric algorithms for a partially unsupervised classification of multitemporal remote-sensing images" in INFORMATION FUSION, v. 3, n. -- (2002), p. 289-297 - see details
  • L. Bruzzone, R. Cossu, G. Vernazza, "Detection of Land-Cover Transitions by Combining Multidate Classifiers" in Proc. of the Second Pattern Recognition for Remote Sensing Workshop, Stati Uniti d'America: IAPR, 2002, p. 108-114. Proceedings of: Second IAPR/IEEE Workshop on Pattern Recognition for Remote Sensing, Niagara Falls (Canada), 16 Agosto 2002 - see details
  • G. Simone, A. Farina, F. Morabito, S. B. Serpico, L. Bruzzone, "Image fusion techniques for remote sensing applications" in INFORMATION FUSION, v. 3, n. 1 (2002), p. 3-15 - see details
  • L. Bruzzone, F. Melgani, "Multiple Estimator Systems for the Analysis of Water Quality Parameters" in SPIE Conference on Image and Signal Processing for Remote Sensing VIII, Berlino: SPIE, 2002, p. 139-151. Proceedings of: SPIE Conference on Image and Signal Processing for Remote Sensing VIII, Crete, Greece, September 2002 - see details
  • F. Melgani, L. Bruzzone, "Support vector machines for classification of hyperspectral remote-sensing images" in IEEE 2002 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2002, p. 506-508. Proceedings of: IEEE-IGARSS 2002, Toronto, June 2002 - see details
  • S. B. Serpico, L. Bruzzone, "A new search algorithm for feature selection in hyperspectral remote sensing images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 39, n. 7 (2001), p. 1360-1367 - see details
  • L. Bruzzone, R. Cossu, "A non-parametric classification system for a partially unsupervised updating of land-cover maps" in SPIE Conference on Image and Signal Processing for Remote Sensing VI, Berlino: SPIE, 2001, p. 2587-2589. Proceedings of: IEEE 2001 International Geoscience and Remote Sensing Symposium (IGARSS 2001), Sydney (Australia), 9-13 Luglio 2001 - see details
  • L. Bruzzone, R. Cossu, "A robust multiple classifier system for a partially unsupervised updating of land-cover maps" in Proc. second International workshop on multiple classifier systems, Berlino: Springer, 2001, p. 259-268 -(Lecture notes in computer science). Proceedings of: Second International Workshop on Multiple Classifier Systems (MCS 2001), Cambridge (UK), 2-4 Luglio 2001 - see details
  • L. Bruzzone, R. Cossu, M. Gomarasca, "Adaptive estimation of the registration-noise distribution for accurate unsupervised change detection" in IEEE 2001 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2001, p. 2584-2586. Proceedings of: IEEE 2001 International Geoscience and Remote Sensing Symposium (IGARSS 2001), Sydney (Australia), 9-13 Luglio 2001 - see details
  • L. Bruzzone, R. Cossu, "An RBF neural network approach for detecting land-cover transitions" in SPIE Conference on Image and Signal Processing for Remote Sensing VII, BELLINGHAM, WA: SPIE, 2001, p. 223-231. Proceedings of: della Conference on Image and Signal Processing for Remote Sensing VII (EUROPTO 2001), Tolosa (Francia), 17-21 Settembre 2001 - see details
  • F. Sini, L. Bruzzone, S. Casadio, R. Cossu, C. Zehner, "Monitoring NO2 emissions from burning biomass by using GOME and ATSR-2 data" in Proc. Third International Workshop on Remote Sensing and GIS Applications to Forest Fire Management: New Methods and Sensors, EARSeL: EARSeL, 2001, p. 107-109. Proceedings of: Third International Workshop on Remote Sensing and GIS Applications to Forest Fire Management: New Methods and Sensors, Parigi (Francia), 17-18 Maggio 2001 - see details
  • L. Bruzzone, D. Fernandez Prieto, "Unsupervised retraining of a maximum-likelihood classifier for the analysis of multitemporal remote-sensing images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 39, n. 2 (2001), p. 456-460 - see details
  • L. Bruzzone, D. Fernandez Prieto, ",A nonparametric approach to automatic change detection", 2000. Proceedings of: Conference on Image and Signal Processing for Remote Sensing VI (EUROPTO 2000), Barcellona (Spagna), 25-29 Settembre 2000 - see details
  • L. Bruzzone, D. Fernandez Prieto, "A combined supervised and unsupervised approach to classification of multitemporal remote sensing images" in IEEE 2000 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2000, p. 162-164. Proceedings of: IEEE 2000 International Geoscience and Remote Sensing Symposium (IGARSS 2000), Honolulu (USA), 24-28 Luglio 2000 - see details
  • L. Bruzzone, D. Fernandez Prieto, "A minimum-cost thresholding technique for unsupervised change detection" in INTERNATIONAL JOURNAL OF REMOTE SENSING, v. 21, n. 18 (2000), p. 3539-3544 - see details
  • L. Bruzzone, D. Fernandez Prieto, "A partially unsupervised approach to the automatic classification of multitemporal remote sensing images" in First IAPR/IEEE International Workshop on Pattern Recognition in Remote Sensing, Stati Uniti d'America: IAPR/IEEE, 2000, p. 62-66. Proceedings of: First IAPR/IEEE International Workshop on Pattern Recognition in Remote Sensing, Andorra, 1 Settembre 2000 - see details
  • D. Fernandez Prieto, L. Bruzzone, R. Cossu, "A robust system for classification of remote sensing images" in IEEE 2000 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2000, p. 150-152. Proceedings of: IEEE 2000 International Geoscience and Remote Sensing Symposium (IGARSS 2000), Honolulu (USA), 24-28 Luglio 2000 - see details
  • L. Bruzzone, S. B. Serpico, "A technique for feature selection in multiclass problems" in INTERNATIONAL JOURNAL OF REMOTE SENSING, v. 21, n. 3 (2000), p. 549-563 - see details
  • L. Bruzzone, D. Fernandez Prieto, "An adaptive parcel-based technique for unsupervised change detection" in INTERNATIONAL JOURNAL OF REMOTE SENSING, v. 21, n. 4 (2000), p. 817-822 - see details
  • L. Bruzzone, "An approach to feature selection and classification of remote-sensing images based on the Bayes rule for minimum cost" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 38, n. 1 (2000), p. 429-438 - see details
  • L. Bruzzone, D. Fernandez Prieto, "Automatic analysis of the difference image for unsupervised change detection" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 38, n. 3 (2000), p. 1171-1182 - see details
  • G. Giacinto, F. Roli, L. Bruzzone, "Combination of Neural and Statistical Algorithms for Supervised Classification of Remote-Sensing Images" in PATTERN RECOGNITION LETTERS, v. 21, n. 5 (2000), p. 385-397 - see details
  • L. Bruzzone, R. Cossu, D. Fernandez Prieto, "Combining parametric and nonparametric classifiers for an unsupervised updating of land-cover maps" in Proc. First Internationa workshop on multiple classifier systems, Berlino: Springer, 2000, p. 290-299 -(Lecture notes in computer science; 1857). Proceedings of: First International Workshop on Multiple Classifier Systems (MCS 2000), Cagliari (Italia), 2000 - see details
  • L. Bruzzone, R. Cossu, D. Fernandez Prieto, "Un sistema misto supervisionato/non supervisionato per la classificazione di immagini telerilevate multitemporali" in Atti della quarta conferenza nazionale Informazioni Territoriali e Rischi Ambientali, Italia: ASITA, 2000, p. 295-300. Proceedings of: ASITA 2000, Genova, 3-6 Ottobre 2000 - see details
  • L. Bruzzone, D. Fernandez Prieto, "Unsupervised change detection in multisource and multisensor remote sensing images" in IEEE 2000 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 2000, p. 2441-2443. Proceedings of: IEEE 2000 International Geoscience and Remote Sensing Symposium (IGARSS 2000), Honolulu (USA), 24-28 Luglio 2000 - see details
  • L. Bruzzone, D. Fernandez Prieto, "A bayesian approach to automatic change detection" in IEEE 1999 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 1999, p. 1816-1818. Proceedings of: IEEE 1999 International Geoscience and Remote Sensing Symposium (IGARSS 99), Amburgo (Germania), 28 Giugno-2 Luglio 1999 - see details
  • L. Bruzzone, D. Fernandez Prieto, S. B. Serpico, "A data fusion approach to the interpretation of planetary remote-sensing data" in Explospace: workshop on space exploration and resources exploitation, Cagliari, Sardinia, Italy, 20-22 October 1998, EUROPA: European Space Agency, 1999, p. 17.1-17.5 -(ESA-WPP; 151). Proceedings of: Workshop on Space Exploration and Resources Exploitation (ExploSpace), Cagliari, 20-22 Ottobre 1998 - see details
  • L. Bruzzone, D. Fernandez Prieto, S. B. Serpico, "A neural-statistical approach to multitemporal and multisource remote-sensing image classification" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 37, n. 3 (1999), p. 1350-1359 - see details
  • L. Bruzzone, D. Fernandez Prieto, "A technique for the selection of kernel-function parameters in RBF neural networks for classification of remote-sensing images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 37, n. 2 (1999), p. 1179-1184 - see details
  • L. Bruzzone, D. Fernandez Prieto, R. Cossu, "An incremental learning classifier for remote-sensing images" in IEEE 1999 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 1999, p. 2483-2485. Proceedings of: IGARSS 99, Amburgo (Germania), 28 Giugno-2 Luglio 1999 - see details
  • L. Bruzzone, D. Fernandez Prieto, "An incremental-learning neural network for the classification of remote-sensing images" in PATTERN RECOGNITION LETTERS, v. 20, n. 11-13 (1999), p. 1241-1248 - see details
  • L. Bruzzone, D. Fernandez Prieto, "An MRF approach to usupervised change detection" in IEEE 1999 International Conference on Image Processing , Stati Uniti d'America: IEEE, 1999, p. 143-147. Proceedings of: ICIP 99, Kobe (Giappone), 25-28 Ottobre 1999 - see details
  • S.B. Serpico, L. Bruzzone, "Change detection" in C.H. Chen (edited by), Information Processing for Remote Sensing, Singapore: World Scientific Publishing Co., 1999, p. 319-336 - see details
  • L. Bruzzone, D. Fernandez Prieto, S. B. Serpico, "Classificazione di dati multisensoriali e multitemporali basata su reti neurali e algoritmo EM" in RIVISTA ITALIANA DI TELERILEVAMENTO, v. 16, n. 16 (1999), p. 21-32 - see details
  • L. Bruzzone, "Classificazione di immagini telerilevate per la produzione di mappe di rischio ambientale" in Informazioni territoriali e rischi ambientali: atti: Mostra d'Oltremare, Napoli 9-12 novembre 1999, Italia: ASITA, 1999, p. 449-454. Proceedings of: 3. Conferenza nazionale ASITA 1999, Napoli, 9-12 Novembre 1999 - see details
  • L. Bruzzone, D. Fernandez Prieto, G. Silvano, "Extraction and selection of robust features for classification of multispectral remote-sensing images" in IEEE International Geoscience and Remote Sensing Symposium IEEE 1999 International Geoscience and Remote Sensing Symposium Proc. IEEE International Geoscience and Remote Sensing Symposium 1999, Stati Uniti d'America: IEEE, 1999, p. 119-121. Proceedings of: IGARSS 99, Amburgo (Germania), 28 Giugno-2 Luglio 1999 - see details
  • L. Bruzzone, D. Fernandez Prieto, S. B. Serpico, "Management of water resources in megacities by using remote sensing" in Operational remote sensing for sustainable development: proceedings of the 18th EARSeL Symposium on Operational Remote Sensing for Sustainable Development, Enschede, Netherlands, 11-14 May 1998, Londra, UK: A.A. Balkema Publishers, 1999, p. 141-148. Proceedings of: 18th EARSeL Symposium on Operational Remote Sensing for Sustainable Development, Enschede, 11th-14th May 1998 - see details
  • L. Bruzzone, D. Fernandez Prieto, "Unsupervised retraining of a maximum-likelihood classifier for the analysis of multitemporal remote-sensing images", 1999, p. 169-174. Proceedings of: Conference on Image and Signal Processing for Remote Sensing V (EUROPTO 99), Firenze (Italia), 20-24 Settembre 1999 - see details
  • L. Bruzzone, S. B. Serpico, "A simple upper bound to the Bayes error probability for feature selection" in KYBERNETIKA, v. 34, n. 4 (1998), p. 387-392 - see details
  • L. Bruzzone, D. Fernandez Prieto, "Classification of remote sensing images by using radial-basis-function neural networks: a supervised training technique" in Image and signal processing for remote sensing IV: 21-23 September 1998, Barcelona, Spain, Stati Uniti d'America: SPIE-International Society for Optical Engine, 1998, p. 320-327 -(Proceedings of SIE EUROPTO series; 3500). Proceedings of: EUROPTO '98, Barcelona, 21st-23rd September 1998 - see details
  • L. Bruzzone, "Classification of remote-sensing images by using the Bayes rule for minimum cost" in Proceedings of the IEEE 1998 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 1998, p. 1778-1780. Proceedings of: IEEE-IGARSS '98, Seattle, USA, July, 1998 - see details
  • L. Bruzzone, D. Fernandez Prieto, G. Vernazza, "Data fusion experience: from industrial visual inspection to space remote-sensing applications" in Conference on Academic and Industrial Cooperation in Space Research, Vienna, Austria, November 4-6 1998, ESA: European Space Agency, 1998, p. 147-151 -(ESA SP; 432). Proceedings of: Conference on Academic and Industrial Cooperation in Space Research, Vienna, 4th-6th November 1998 - see details
  • L. Bruzzone, S. B. Serpico, "Fusion of multisensor and multitemporal data in remote-sensing image analysis" in IEEE Int. Geoscience and Remote Sensing Symposium, 1998, Stati Uniti d'America: IEEE, 1998, p. 162-164. Proceedings of: IEEE-IGARSS '98, Seattle, USA, July, 1998 - see details
  • L. Bruzzone, S. B. Serpico, "New search algorithm for feature selection on high-dimensional remote-sensing images" in Image and signal processing for remote sensing IV: 21-23 September 1998, Barcelona, Spain, BELLINGHAM, WA: SPIE-International Society for Optical Engine, 1998, p. 34-41 -(Proceedings of Spie Europt Series; 3500). Proceedings of: EUROPTO '98, Barcelona, 21st-23rd September 1998 - see details
  • L. Bruzzone, F. Roli, S. B. Serpico, "Structured neural networks for signal classification" in SIGNAL PROCESSING, v. 64, n. 3 (1998), p. 271-290 - see details
  • L. Bruzzone, D. Fernandez Prieto, "Supervised training technique for radial basis function neural networks" in ELECTRONICS LETTERS, v. 34, n. 11 (1998), p. 1115-1116 - see details
  • L. Bruzzone, S. B. Serpico, "An iterative technique for the detection of land-cover transitions in multitemporal remote-sensing images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 35, n. 4 (1997), p. 858-867 - see details
  • L. Bruzzone, S. B. Serpico, "Classification of imbalanced remote-sensing data by neural networks" in PATTERN RECOGNITION LETTERS, v. 18, n. 11-13 (1997), p. 1323-1328 - see details
  • L. Bruzzone, S. B. Serpico, "Detection of changes in remotely-sensed images by the selective use of multi-spectral information" in INTERNATIONAL JOURNAL OF REMOTE SENSING, v. 18, n. 18 (1997), p. 3883-3888 - see details
  • L. Bruzzone, S. B. Serpico, G. Vernazza, "Effects of parameter tuning and de-speckle filtering on the accuracy of SAR image classification based on gray-level co-occurrence matrix features" in Proceedings of the IEEE 1997 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 1997, p. 764-766. Proceedings of: IEEE-IGARSS '97, Singapore, August 1997 - see details
  • L. Bruzzone, S. B. Serpico, "Feature selection in multiclass cases: a proposal and an experimental investigation" in Proceedings of the 1st International Workshop on Statistical Techniques in Pattern Recognition, Stati Uniti d'America: IAPR, 1997, p. 19-24. Proceedings of: 1st International Workshop on Statistical Techniques in Pattern Recognition, Praga, Repubblica Ceca, June 1997 - see details
  • L. Bruzzone, C. Conese, F. Maselli, F. Roli, "Multisource classification of complex rural areas by statistical and neural-network approaches" in PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, v. 63, n. 5 (1997), p. 523-533 - see details
  • S. B. Serpico, L. Bruzzone, "Training of neural networks for classification of imbalanced remote-sensing data" in Proceedings of the IEEE 1997 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 1997, p. 1202-1204. Proceedings of: IEEE-IGARSS '97, Singapore, August 1997 - see details
  • S. B. Serpico, L. Bruzzone, F. Roli, M. Gomarasca, "An automatic technique for detecting land-cover transitions" in Proceedings of the IEEE 1996 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 1996, p. 1382-1384. Proceedings of: IEEE-IGARSS '96, Lincoln, USA, May 1996 - see details
  • S. B. Serpico, L. Bruzzone, F. Roli, "An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images" in PATTERN RECOGNITION LETTERS, v. 17, n. 13 (1996), p. 1331-1341 - see details
  • F. Roli, S. B. Serpico, L. Bruzzone, "Classification of multisensor remote-sensing images by multiple structured neural neworks" in Proceedings of the 13th International Conference on Pattern Recognition: August 25-29, 1996, Vienna, Austria, Stati Uniti d'America: IEEE Computer Society Press, 1996, p. 180-184. Proceedings of: ICPR '96, Vienna, August 1996 - see details
  • F. Roli, S. B. Serpico, L. Bruzzone, G. Vernazza, "Classification of multispectral remote-sensing images by neural networks" in Signal Processing VIII, Theories and Applications, Italia: Lint, 1996, p. 172-175. Proceedings of: EUSIPCO '96, Trieste, Italy, 1996 - see details
  • S.B. Serpico, L. Bruzzone, F. Roli, "Classification of remotely sensed images by the neural-network approach - An experimental comparison" in E. Binaghi, A.P.A. Brivio & Rampini (edited by), Soft Computing in Remote Sensing Data Analysis, Singapore: World Scientific, 1996, p. 27-32. - (Series in Remote Sensing) - see details
  • L. Bruzzone, F. Roli, S. B. Serpico, "Improving change-detection accuracy by exploiting multispectral information" in Image and signal processing for remote sensing III: 23-25 September 1996, Taormina, Italy, Berlino: SPIE- The International Society for Optical Engineering, 1996, p. 208-213 -(Proceedings of SPIE; 2955). Proceedings of: EUROPTO '96, Taormina, 23rd-25th September 1996 - see details
  • L. Bruzzone, P. Pellegretti, F. Roli, "An experimental analysis of the use of Grey Level Co-Occurrence statistics for SAR-image classification" in Proceedings of the IEEE 1995 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 1995, p. 1431-1433. Proceedings of: IEEE-IGARSS '95, Florence, Italy, July 1995 - see details
  • L. Bruzzone, F. Roli, S. B. Serpico, "An experimental comparison of neural networks for the classification of multisensor remote-sensing images" in Proceedings of the IEEE 1995 Int. Geoscience and Remote Sensing Symposium, Stati Uniti d'America: IEEE, 1995, p. 452-454. Proceedings of: IEEE-IGARSS '95, Florence, Italy, July 1995 - see details
  • L. Bruzzone, F. Roli, S. B. Serpico, "An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 33, n. 6 (1995), p. 1318-1321 - see details
  • L. Bruzzone, F. Roli, S. B. Serpico, "Classificazione congiunta di immagini multitemporali per l’identificazione di cambiamenti ambientali" in Atti del VII Convegno Nazionale Telerilevamento GIS e Cartografia al Servizio dell’Informazione Territoriale, Italia: AIT, 1995, p. 273-277. Proceedings of: Atti del VII Convegno Nazionale AIT, Chieri (Torino), 17-20 Ottobre,1995 - see details
  • F. Maselli, A. Rodolfi, C. Conese, L. Bruzzone, F. Roli, S. B. Serpico, "Confronto fra un classificatore statistico e reti neurali per la discriminazione di dati spettrali, tessiturali e ausiliari in aree complesse" in Atti del VII Convegno Nazionale Telerilevamento GIS e Cartografia al Servizio dell’Informazione Territoriale, Italia: ASITA, 1995, p. 249-254. Proceedings of: VII Convegno Nazionale AIT, Chieri (Torino), 17-20 Ottobre 1995 - see details
  • L. Bruzzone, F. Roli, S. B. Serpico, "Crack detection by a measure of texture anisotropy" in Image Analysis and Processing, Berlino: Springer, 1995, p. 743-747 -(Lecture Notes in Computer Science; 974). Proceedings of: ICIAP '95, Sanremo, Italy, 1995 - see details
  • S. B. Serpico, F. Roli, L. Bruzzone, "Detection of land cover changes by compound classification of multitemporal images" in Image and signal processing for remote sensing II: 25-27 September 1995, Paris, France, BELLINGHAM, WA: SPIE- The International Society for Optical Engineering, 1995, p. 188-195 -(Proceedings of SPIE; 2579). Proceedings of: EUROPTO '95, Paris, 25th-27th September 1995 - see details
  • L. Bruzzone, C. Dambra, F. Roli, "Monitoraggio integrato del degrado ambientale connesso con gli incendi boschivi" in Il telerilevamento ed i sistemi informativi territoriali nella gestione delle risorse ambientali, Italia: Office for the Official Publications of the European Communities, 1995, p. 96-99. Proceedings of: Giornata di Studio: Il telerilevamento ed i sistemi informativi territoriali nella gestione delle risorse ambientali, Trento, 27 Ottobre 1994 - see details
  • S. B. Serpico, P. Pellegretti, L. Bruzzone, "Feature-selection for remote-sensing data classification" in Image and signal processing for remote sensing: 26-30 September 1994, Rome, Italy, BELLINGHAM, WA: SPIE, 1994, p. 569-577 -(SPIE proceedings series; 2315). Proceedings of: EUROPTO '94, Rome, 26th-30th September 1994 - see details
  • L. Bruzzone, F. Roli, M. Zali, "Selezione di parametri ottimali per la classificazione di aree forestali" in Atti del Convegno Il Telerilevamento per lo Studio e la Pianificazione Forestale, Italia: ASITA, 1994, p. 115-124. Proceedings of: Convegno sul Telerilevamento per lo Studio e la Pianificazione Forestale, Bressanone, 1-2 Dicembre 1994 - see details