Research Outputs - Edoardo Pasolli

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Research Outputs Edoardo Pasolli

F. Melgani, E. Pasolli, "Multiobjective PSO for Hyperspectral Image Clustering" in A. Chatterjee, P. Siarry (edited by), Computational Intelligence in Image Processing, Berlin: Springer, In press, p. 265-280. - ISBN: 9783642306204 - see details
E. Pasolli, F. Melgani, N. Alajlan, N. Conci, "Optical Image Classification: A Ground-Truth Design Framework" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 51, (In press), p. --- - see details
F. Douak, F. Melgani, N. Alajlan, E. Pasolli, Y. Bazi, N. Benoudjit, "Active Learning for Spectroscopic Data Regression" in JOURNAL OF CHEMOMETRICS, v. 26, n. 7 (2012), p. 374-383. - DOI: 10.1002/cem.2443 - see details
E. Pasolli, F. Melgani, N. Alajlan, Y. Bazi, "Active Learning Methods for Biophysical Parameter Estimation" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 50, n. 10 (2012), p. 4071-4084. - DOI: 10.1109/TGRS.2012.2187906 - see details
E. Pasolli, F. Melgani, "An Approach for Classifying large Scale Images" in Proc. of the IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2012, New-York: IEEE, 2012, p. 5410-5413. Proceedings of: IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2012, Munich, Germany, 22-27, July, 2012. - DOI: 10.1109/IGARSS.2012.6352383 - see details
N. Segata, E. Pasolli, F. Melgani, E. Blanzieri, "Local SVM Approaches for Fast and Accurate Classification of Remote Sensing Images" in INTERNATIONAL JOURNAL OF REMOTE SENSING, v. 33, n. 19 (2012), p. 6186-6201. - DOI: 10.1080/01431161.2012.678947 - see details
F. Douak, F. Melgani, E. Pasolli, N. Benoudjit, "SVR Active Learning for Product Quality Control" in Proc. of the 11th International Conference on Information Science, Signal Processing and their Applications, New York: IEEE, 2012, p. 1113-1117. - ISBN: 9781467303811. Proceedings of: 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2012), Montreal, Canada, 2-5, July, 2012. - DOI: 10.1109/ISSPA.2012.6310457 - see details
E. Pasolli, F. Melgani, "Gaussian Process Regression within an Active Learning Scheme" in Proceedings of the IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2011, New York: IEEE, 2011, p. 3574-3577. - ISBN: 9781457710032. Proceedings of: IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2011, Vancouver, 24-29 July 2011. - DOI: 10.1109/IGARSS.2011.6049994 - see details
E. Pasolli, F. Melgani, "Ground-Truth Assisted Design for Remote Sensing Image Classification" in Proceedings of the IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2011, New York: IEEE, 2011, p. 609-612. - ISBN: 9781457710032. Proceedings of: International Geoscience and Remote Sensing Symposium IGARSS-2011, Vancouver, 24-29 July 2011. - DOI: 10.1109/IGARSS.2011.6049202 - see details
E. Pasolli, F. Melgani, D. Tuia, F. Pacifici, W. J. Emery, "Improving Active Learning Methods Using Spatial Information" in Proceedings of the IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2011, New York: IEEE, 2011, p. 3923-3926. - ISBN: 9781457710032. Proceedings of: International Geoscience and Remote Sensing Symposium IGARSS-2011, Vancouver, 24-29 July 2011. - DOI: 10.1109/IGARSS.2011.6050089 - see details
E. Pasolli, F. Melgani, Y. Bazi, "SVM Active Learning Through Significance Space Construction" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 8, n. 3 (2011), p. 431-435 - see details
E. Pasolli, F. Melgani, M. Donelli, "Gaussian Process Approach to Buried Object Size Estimation in GPR Images" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 7, n. 1 (2010), p. 141-145. - DOI: 10.1109/LGRS.2009.2028697 - see details
E. Pasolli, F. Melgani, M. Donelli, R. Attoui, M. de Vos Raaijmakers, "A Pattern Recognition System for Archaeological Exploration with GPR Images" in Colloque International sur l’Archéologie, Algeria: Colloque International sur l’Archéologie, 2009, p. - . Proceedings of: Colloque International sur l’Archéologie, Tebessa, Algeria, April 25-29, 2009 - see details
E. Pasolli, F. Melgani, M. Donelli, "A Pattern Recognition System for Extracting Buried Object Characteristics in GPR Images" in Proc. of the IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2009, New York (N.Y.): IEEE, 2009, p. 430-433 -(4). Proceedings of: IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2009, Cape Town, South Africa, July 2009 - see details
E. Pasolli, F. Melgani, M. Donelli, "Automatic Analysis of GPR Images: A Pattern Recognition Approach" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 47, n. 7 (2009), p. 2206-2217 - see details
A. Paoli, F. Melgani, E. Pasolli, "Clustering of Hyperspectral Images based on Multiobjective Particle Swarm Optimization" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 47, n. 12 (2009), p. 4175-4188 - see details
A. Paoli, F. Melgani, E. Pasolli, "Swarm Intelligence for Unsupervised Classification of Hyperspectral Images" in Proc. of the IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2009, New York (N.Y.): IEEE, 2009, p. 96-99 -(5). Proceedings of: IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2009, Cape Town, South Africa, July 2009 - see details
E. Pasolli, F. Melgani, M. Donelli, R. Attoui, M. De Vos Raaijmakers, "Automatic Detection and Classification of Buried Objects in GPR Images using Genetic Algorithms and Support Vector Machines" in Proc. 2008 IEEE International Symposium on Geoscience and Remote Sensing, Boston, USA: IEEE, 2008, p. NA-NA. Proceedings of: IEEE-International Geoscience and Remote Sensing Symposium IGARSS-2008, Boston, USA, July 2008. - DOI: no. 978-1-4244-2808-3/08/$25.00 ©2008 IEEE - see details