Research Outputs Begum Demir


  • Bruzzone, Lorenzo; Demir, Begüm; Bovolo, Francesca, "Recent Advances in Remote Sensing Time Series Image Classification" in Pattern Recognition and Big Data, USA: World Scientific Publishing Company, 2017, p. 713-734. - ISBN: 978-981-314-454-5. - DOI: 10.1142/9789813144552_0022
  • Niazmardi, Saeid; Demir, Begum; Bruzzone, Lorenzo; Safari, Abdolreza; Homayouni, Saeid, "A comparative study on Multiple Kernel Learning for remote sensing image classification" in International Geoscience and Remote Sensing Symposium (IGARSS), USA: Institute of Electrical and Electronics Engineers Inc., 2016, p. 1512-1515. - ISBN: 9781509033324. Proceedings of: 36th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016, China, 2016. - DOI: 10.1109/IGARSS.2016.7729386
  • Castelletti, Davide; Pasolli, Luca; Bruzzone, Lorenzo; Notarnicola, Claudia; Demir, Begum, "A Novel Hybrid Method for the Correction of the Theoretical Model Inversion in Bio/Geophysical Parameter Estimation" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 54, n. 8 (2016), p. 4764-4774. - DOI: 10.1109/TGRS.2016.2551326
  • Riz, Emanuele; Demir, Begüm; Bruzzone, Lorenzo, "Domain adaptation based on deep denoising auto-encoders for classification of remote sensing images" in Proc. SPIE 10004, Image and Signal Processing for Remote Sensing XXII, 100040K, Stati Uniti d'America: Bellingham, WA: SPIE, 2016, p. 100040K. - (PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING). Proceedings of: SPIE, Edinburgh, United Kingdom, September 26, 2016. - DOI: 10.1117/12.2241982
  • Demir, Begüm; Bruzzone, Lorenzo, "Hashing-Based Scalable Remote Sensing Image Search and Retrieval in Large Archives" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, n.s., v. 54, n. 2 (2016), p. 892-904. - DOI: 10.1109/TGRS.2015.2469138
  • Demir, Begum; Bruzzone, Lorenzo, "Histogram-Based Attribute Profiles for Classification of Very High Resolution Remote Sensing Images" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, n.s., v. 54, n. 4 (2016), p. 2096-2107. - DOI: 10.1109/TGRS.2015.2496167
  • Battiti, Romano; Demir, Begum; Bruzzone, Lorenzo, "Quad-tree based compressed histogram attribute profiles for classification of very high resolution images" in International Geoscience and Remote Sensing Symposium (IGARSS), USA: Institute of Electrical and Electronics Engineers Inc., 2016, p. 3330-3333. - ISBN: 9781509033324. Proceedings of: 36th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016, China, 2016. - DOI: 10.1109/IGARSS.2016.7729861
  • Chaudhuri, Bindita; Demir, Begum; Bruzzone, Lorenzo; Chaudhuri, Subhasis, "Region-Based Retrieval of Remote Sensing Images Using an Unsupervised Graph-Theoretic Approach" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, n.s., v. 13, n. 7 (2016), p. 987-991. - URL: http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=8859 . - DOI: 10.1109/LGRS.2016.2558289
  • Bovolo, Francesca; Demir, Begum; Bruzzone, Lorenzo, "A cluster-based appraoch to content based time series retrieval (CBTSR)" in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Washington: IEEE, 2015, p. 2793-2796. - ISBN: 978-1-4799-7929-5. Proceedings of: IEEE International Geoscience and Remote Sensing Symposium, Milan, Italy, 26-31 July 2015. - DOI: 10.1109/IGARSS.2015.7326394
  • Demir, Begum; Bruzzone, Lorenzo, "A novel active learning method in relevance feedback for content-based remote sensing image retrieval" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 53, n. 5 (2015), p. 2323-2334. - DOI: 10.1109/TGRS.2014.2358804
  • Paloscia, S.; Pettinato, S.; Santi, E.; Notarnicola, C.; Greifeneder, F.; Cuozzo, G.; Nicolini, I.; Demir, B.; Bruzzone, L., "An analysis of the capabilities of COSMO-SKYMED and RADARSAT systems for agricultural area monitoring" in International Geoscience and Remote Sensing Symposium (IGARSS), USA: Institute of Electrical and Electronics Engineers Inc., 2015, p. 4137-4140. - ISBN: 9781479979295. Proceedings of: IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015, ita, 2015. - DOI: 10.1109/IGARSS.2015.7326736
  • Battiti, Romano; Demir, Begüm; Bruzzone, Lorenzo, "Compressed histogram attribute profiles for the classification of VHR remote sensing images" in Proceedings of SPIE - The International Society for Optical Engineering, Stati Uniti d'America: SPIE, 2015, p. 96430R. - (PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING). - ISBN: 9781628418538. Proceedings of: Image and Signal Processing for Remote Sensing XXI, fra, 2015. - URL: http://spie.org/x1848.xml . - DOI: 10.1117/12.2195988
  • Paloscia, S.; Pettinato, S.; Santi, E.; Notarnicola, C.; Greifeneder, F.; Cuozzo, G.; Nicolini, I.; Demir, B.; Bruzzone, L., "Cosmo-SkyMed and RADARSAT2 image investigation for the monitoring of agricultural areas" in Proceedings of SPIE - The International Society for Optical Engineering, USA: SPIE, 2015, p. 964206. - (PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING). - ISBN: 9781628418521. Proceedings of: SAR Image Analysis, Modeling, and Techniques XV, fra, 2015. - URL: http://spie.org/x1848.xml . - DOI: 10.1117/12.2196285
  • Demir, Begum; Bruzzone, Lorenzo, "Fast and accurate image classification with histogram based features and additive kernel SVM" in Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International, USA: IEEE, 2015, p. 2350-2353. - ISBN: 978-1-4799-7929-5. Proceedings of: IGARSS 2015, Milano, 26-31 July 2015. - DOI: 10.1109/IGARSS.2015.7326280
  • Demir, Begum; Bruzzone, Lorenzo, "Histogram based attribute profiles for classification of very high resolution remote sensing images" in Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International, USA: IEEE, 2015, p. 2393-2396. - ISBN: 978-1-4799-7929-5. Proceedings of: IGARSS 2015, Milano, 26-31 July 2015. - DOI: 10.1109/IGARSS.2015.7326291
  • B. Demir; L. Bruzzone, "A multiple criteria active learning method for support vector regression" in PATTERN RECOGNITION, v. 47, n. 7 (2014), p. 2558-2567. - DOI: 10.1016/j.patcog.2014.02.001
  • Bruzzone, Lorenzo; Demir, Begüm, "A review of modern approaches to classification of remote sensing data" in Remote Sensing and Digital Image Processing, USA: Springer International Publishing, 2014, p. 127-143. - ISBN: 978-94-007-7968-6. - URL: www.springer.com/series/6477 . - DOI: 10.1007/978-94-007-7969-3_9
  • Davide Castelletti; Begum Demir; Lorenzo Bruzzone, "A Semisupervised Support Vector Regression Method to Estimate Biophysical Parameters from Remotely Sensed Images" in SPIE Proceedings, Amsterdam, Netherlands: SPIE-INT SOC OPTICAL ENGINEERING, 1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA, 2014. - ISBN: 9781628413076. Proceedings of: SPIE, Amsterdam, Netherlands, 21 - 24 September 2015. - DOI: 10.1117/12.2069607
  • F. Bovolo; A. Cazzolli; B. Demir; L. Bruzzone, "An Approach to Content Based Time Series Retrieval (CBTSR)" in Proceedins of the 2014 conference on Big Data from Space (BiDS’14), Italy: Publications Office of the European Union, 2014, 2014, p. 117-120. - ISBN: 9789279432521. Proceedings of: BiDS 2014, ESA - ESRIN, Frascati, Rome, Italy, 12-14 November 2014. - DOI: 10.2788/1823
  • F. Bovolo; L. Bruzzone; B. Demir, "An Approach to Content-Based Time Series Retrieval for Detecting Changes in Large Remote Sensing Data Archive" in Proceedings of the ESA-EUSC-JRC 9th Conference on Image Information Mining, Italy: Publications Office of the European Union, 2014, p. 67-70. - ISBN: 9789279361609. Proceedings of: ESA-EUSC-JRC, Bucharest, Romania, 5-7 Marzo 2014. - DOI: 10.2788/25852
  • 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. 11, n. 1 (2014), p. 79-83. - DOI: 10.1109/LGRS.2013.2246539
  • L. Bruzzone; B. Demir; F. Bovolo; C. Brockmann; N. Fomferra; M. Iapaolo; R. Jha; J. Lu; R. Quast; K. Stelzer; L. Veci, "Analyzing and Retrieving Remote Sensing Images from Large Data Archives" in Proceedings of the ESA-EUSC-JRC 9th Conference on Image Information Mining, Bucharest, Italy: Publications Office of the European Union, 2014, p. 101-106. - ISBN: 9789279361609. Proceedings of: ESA-EUSC-JRC, Bucharest, Romania, 05-07 March 2014. - DOI: 10.2788/25852
  • 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. 52, n. 2 (2014), p. 1272-1284. - DOI: 10.1109/TGRS.2013.2249522
  • Begüm Demir;Lorenzo Bruzzo, "Kernel-based hashing for content-based image retrval in large remote sensing data archive" in 2014 IEEE Geoscience and Remote Sensing Symposium, USA: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2014, p. 3542-3545. - ISBN: 9781479957750. Proceedings of: IGARSS, Canada, 13 July 2014-18 July 2014. - DOI: 10.1109/IGARSS.2014.6947247
  • Begüm Demir; Lorenzo Bruzzone, "Scalable Content Based Image Retrieval Based on A Hierarchical Hashing Approach" in Proceedins of the 2014 conference on Big Data from Space (BiDS’14), Italy: Publications Office of the European Union, 2014. - ISBN: 9789279432521. Proceedings of: BiDS 2014, ESA - ESRIN, Frascati, Rome, Italy, 12-14 November 2014. - DOI: 10.2788/1823
  • Emanuele Riz; Begüm Demir ; Lorenzo Bruzzone, "Speeded Up Content Based Remote Sensing Image Retrieval with Additive Kernel Support Vector Machines" in Proceedins of the 2014 conference on Big Data from Space (BiDS’14), Italy: Publications Office of the European Union, 2014, 2014. - ISBN: 9789279432521. Proceedings of: BIDS 2014, ESA - ESRIN, Frascati, Rome, Italy, 12-14 November 2014. - DOI: 10.2788/1823
  • B. Demir; L. Bruzzone, "An effective active learning method for interactive content-based retrieval in remote sensing images" in 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS, USA: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC,, 2013, p. 4356-4359. - ISBN: 9781479911141. Proceedings of: IGARSS 2013, Melbourne, 21-26 July 2013. - DOI: 10.1109/IGARSS.2013.6723799
  • B. Demir; F. Bovolo; L. Bruzzone, "Classification of Time Series of Multispectral Images With Limited Training Data" in IEEE TRANSACTIONS ON IMAGE PROCESSING, v. 22, n. 8 (2013), p. 3219-3233. - DOI: 10.1109/TIP.2013.2259838
  • N. Fomferra; F. Bovolo; L. Bruzzone; O. Danne; Olaf; B. Demir; M. Iapaolo; Michele; R. Jha; J. Lu; P.G. Marchetti; R. Quast; L. Veci, "ESA LTDP PFA - Product Feature Extraction and Analysis" in Living Planet Symposium 2013, ESA: ESA, 2013. Proceedings of: Edinburgh, United Kingdom, Edinburgh, United Kingdom, 09-13 September 2013
  • L. Bruzzone; B. Demir; F. Bovolo; C. Brockmann; N. Fomferra; M. Iapaolo; R. Jha; J. Lu; P.G. Marchetti; R. Quast; K. Stelzer; L. Veci, "Feature extraction and analysis for information mining in large EO data archives" in Living Planet Symposium 2013: ESA, 2013. Proceedings of: Living Planet Symposium 2013, Edinburgh, United Kingdom, 09-13 September 2013
  • B. Demir; F. Bovolo; L. Bruzzone, "Sequential cascade classification of image time series by exploiting multiple pairwise change detection" in 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS, New york: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2013, p. 3946-3949. - ISBN: 9781479911141. Proceedings of: IGARSS 2013, Melbourne, 21-26 July 2013. - DOI: 10.1109/IGARSS.2013.6723696
  • 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, n. 1 (2013), p. 300-312. - DOI: 10.1109/TGRS.2012.2195727
  • 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
  • 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
  • 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
  • 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
  • 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. - DOI: 10.1201/b11656-18
  • 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
  • Demir, Begüm; Bovolo, Francesca; Bruzzone, Lorenzo, "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 PART 2 (2012), p. 1930-1941. - DOI: 10.1109/TGRS.2011.2168534
  • 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: 9781467300544. Proceedings of: SIU2012, Fethiye, Mugla, Turkey, 18-20 April 2012. - DOI: 10.1109/SIU.2012.6204814
  • 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
  • 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. Proceedings of: Multi-Temp 2011, Trento, Italy, 12-14 July 2011. - DOI: 10.1109/Multi-Temp.2011.6005047
  • Demir, B.; Persello, C.; Bruzzone, L., "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
  • 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. Proceedings of: SIU 2011, Antalya, Turkey, 20-22 April 2011. - DOI: 10.1109/SIU.2011.5929851
  • 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. Proceedings of: IGARSS '11, Vancouver, Canada, 25-30 July 2011. - DOI: 10.1109/IGARSS.2011.6048933
  • B. Demir, S. Ertürk, M. K. Güllü, "Hyperspectral image classification using denoising of intrinsic mode functions" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 8, n. 2 (2011), p. 220-224
  • Demir, Begüm; Ertürk, Sarp, "Empirical mode decomposition based decision fusion for higher hyperspectral image classification accuracy" in International Geoscience and Remote Sensing Symposium (IGARSS), Stati Uniti d'America: IEEE, 2010, p. 488-491. - ISBN: 9781424495658. Proceedings of: 2010 30th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010, Honolulu, HI, usa, 2010. - DOI: 10.1109/IGARSS.2010.5652698
  • B. Demir; S. Ertürk, "Empirical mode decomposition of hyperspectral images for support vector machine classification" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 48, n. 11 (2010), p. 4071-4084. - DOI: 10.1109/TGRS.2010.2070510
  • B. Demir; A. Çelebi; S. Ertürk, "A Low-Complexity Approach for Color Display of Hyperspectral Remote-Sensing Images Using One-Bit Transform Based Band Selection" in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 47, n. 1 (2009), p. 97-105
  • Demir, Begüm; Ertürk, Sarp, "Accurate SVM classification using border training patterns" in WHISPERS '09 - 1st Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, USA: IEEE, 2009, p. 1-4. - ISBN: 9781424446872. Proceedings of: WHISPERS '09 - 1st Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Grenoble, fra, 2009. - DOI: 10.1109/WHISPERS.2009.5289110
  • Demir, Begüm; Ertürk, Sarp, "An empirical mode decomposition and composite kernel approach to increase hyperspectral image classification accuracy" in International Geoscience and Remote Sensing Symposium (IGARSS), USA: IEEE, 2009, p. II855-II858. - ISBN: 9781424433957. Proceedings of: 2009 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2009, Cape Town, zaf, 2009. - DOI: 10.1109/IGARSS.2009.5418230
  • B. Demir; S. Ertürk, "Clustering based Extraction of Border Training Patterns for Accurate SVM Classification of Hyperspectral Images" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 6, n. 4 (2009), p. 840-844
  • Demir, Begüm; Ertürk, Sarp; Urhan, Oǧuzhan, "Improved quality multiple description 3D mesh coding with optimal filtering" in Proceedings - International Conference on Image Processing, ICIP, USA: IEEE Computer Society, 2009, p. 3541-3544. - (PROCEEDINGS - INTERNATIONAL CONFERENCE ON IMAGE PROCESSING). - ISBN: 9781424456543. Proceedings of: 2009 IEEE International Conference on Image Processing, ICIP 2009, Cairo, egy, 2009. - DOI: 10.1109/ICIP.2009.5414084
  • Demir, Begüm; Ertürk, Sarp, "Improving SVM classification accuracy using a hierarchical approach for hyperspectral images" in Proceedings - International Conference on Image Processing, ICIP, USA: IEEE Computer Society, 2009, p. 2849-2852. - (PROCEEDINGS - INTERNATIONAL CONFERENCE ON IMAGE PROCESSING). - ISBN: 9781424456543. Proceedings of: 2009 IEEE International Conference on Image Processing, ICIP 2009, Cairo, egy, 2009. - DOI: 10.1109/ICIP.2009.5414491
  • Demir, Begüm; Ertürk, Sarp, "Increasing hyperspectral image classification accuracy for data sets with limited training samples by sample interpolation" in RAST 2009 - Proceedings of 4th International Conference on Recent Advances Space Technologies, USA: IEEE, 2009, p. 367-369. - ISBN: 9781424436286. Proceedings of: 4th International Conference on Recent Advances in Space Technologies 2009, RAST '09, Istanbul, tur, 2009. - DOI: 10.1109/RAST.2009.5158226
  • Demir, Begüm; Ertürk, Sarp; Güllü, M. Kemal, "Wavelet shrinkage denoising of intrinsic mode functions of hyperspectral image bands for classification with high accuracy" in International Geoscience and Remote Sensing Symposium (IGARSS), USA: IEEE, 2009, p. III983-III986. - ISBN: 9781424433957. Proceedings of: 2009 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2009, Cape Town, zaf, 2009. - DOI: 10.1109/IGARSS.2009.5417940
  • Y. Yapıcı; B. Demir; S. Ertürk; O. Urhan, "Down-sampling Based Multiple Description Image Coding using Optimal Filtering" in JOURNAL OF ELECTRONIC IMAGING, v. 17, n. 3 (2008)
  • Demir, Begüm; Ertürk, Sarp, "Empirical mode decomposition pre-process for higher accuracy hyperspectral image classification" in International Geoscience and Remote Sensing Symposium (IGARSS), USA: IEEE, 2008, p. II939-II941. - ISBN: 9781424428083. Proceedings of: 2008 IEEE International Geoscience and Remote Sensing Symposium - Proceedings, Boston, MA, usa, 2008. - DOI: 10.1109/IGARSS.2008.4779150
  • B. Demir; S. Ertürk, "Phase Correlation based Redundancy Removal in Feature Weighting Band Selection for Hyperspectral Images" in INTERNATIONAL JOURNAL OF REMOTE SENSING, v. 29, n. i.e.:6 (2008), p. 1801-1807. - DOI: 10.1080/01431160701802471
  • Ateş, Çaǧlar; Ürgün, Yilmaz; Demir, Begüm; Urhan, Oǧuzhan; Ertürk, Sarp, "Polyphase downsampling based multiple description image coding using optimal filtering with flexible redundancy insertion" in ICSES'08 - ICSES 2008 International Conference on Signals and Electronic Systems, Proceedings, USA: IEEE, 2008, p. 193-196. - ISBN: 9788388309526. Proceedings of: ICSES 2008 International Conference on Signals and Electronic Systems, ICSES'08, Krakow, pol, 2008. - DOI: 10.1109/ICSES.2008.4673390
  • B. Demir; S. Ertürk, "Proved Classification and Segmentation of Hyperspectral Images Using Spectral Warping" in INTERNATIONAL JOURNAL OF REMOTE SENSING, v. 29, n. i.e: 12 (2008), p. 3657-3663. - DOI: 10.1080/01431160802007616
  • Demir, Begüm; Ertürk, Sarp, "Reducing the computational load of hyperspectral band selection using the one-bit transform of hyperspectral bands" in International Geoscience and Remote Sensing Symposium (IGARSS), USA: IEEE, 2008, p. II919-II922. - ISBN: 9781424428083. Proceedings of: 2008 IEEE International Geoscience and Remote Sensing Symposium - Proceedings, Boston, MA, usa, 2008. - DOI: 10.1109/IGARSS.2008.4779145
  • Demir, Begüm; Ertürk, Sarp, "Spectral magnitude and spectral derivative feature fusion for improved classification of hyperspectral images" in International Geoscience and Remote Sensing Symposium (IGARSS), USA: IEEE, 2008, p. III1020-III1023. - ISBN: 9781424428083. Proceedings of: 2008 IEEE International Geoscience and Remote Sensing Symposium - Proceedings, Boston, MA, usa, 2008. - DOI: 10.1109/IGARSS.2008.4779526
  • B. Demir; S. Ertürk, "Block Motion Estimation Using Adaptive Modified Two-Bit Transform" in IET IMAGE PROCESSING, v. 1, n. 2 (2007), p. 215-222
  • Demir, Begüm; Ertürk, Sarp, "Hyperspectral data classification using RVM with pre-segmentation and RANSAC" in International Geoscience and Remote Sensing Symposium (IGARSS), USA: IEEE, 2007, p. 1763-1766. - ISBN: 1424412129. Proceedings of: 2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007, Barcelona, esp, 2007. - DOI: 10.1109/IGARSS.2007.4423161
  • B. Demir; S. Ertürk, "Hyperspectral Image Classification Using Relevance Vector Machines" in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 4, n. 4 (2007), p. 586-590
  • Demir, Begüm; Ertürk, Sarp, "More sparsity in hyperspectral SVM classification using unsupervised pre-segmentation in the training phase" in Proceedings of the 3rd International Conference on Recent Advances in Space Technologies, RAST 2007, USA: IEEE, 2007, p. 271-274. - ISBN: 1424410576. Proceedings of: 3rd International Conference on Recent Advances in Space Technologies, RAST 2007, Istanbul, tur, 2007. - DOI: 10.1109/RAST.2007.4283993
  • Demir, Begüm; Ertürk, Sarp, "Phase correlation based supervised classification of hyperspectral images using multiple class representatives" in International Geoscience and Remote Sensing Symposium (IGARSS), USA: IEEE, 2007, p. 2822-2824. - ISBN: 1424412129. Proceedings of: 2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007, Barcelona, esp, 2007. - DOI: 10.1109/IGARSS.2007.4423430
  • Demir, Begüm; Ertürk, Sarp, "Block Motion Estimation Using Modified Two-Bit Transform" in International Symposium on Computer and Information Sciences, Berlin, Heidelberg: Springer-Verlag, 2006, p. 522-531. - ISBN: 978-3-540-47242-1. Proceedings of: ISCIS, Istanbul, November 1-3, 2006. - DOI: 10.1007/11902140_56