Publications

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2013
Tits, L., B. Somers, R. Heylen, P. Scheunders, and P. Coppin, "Improving the efficiency of MESMA through geometric unmixing principles", SPIE Remote Sensing, Drseden, Germany, 23-26 September , vol. 8892, no. UNSP 88920Q, 2013.
Heylen, R., and P. Scheunders, "Multi-dimensional Pixel Purity Index", IEEE-WHISPERS 2013, Workshop on Hyperspectral Image and Signal Processing, Gainesville, Florida, June 25-28, 2013.
Heylen, R., and P. Scheunders, "Multi-dimensional pixel purity index for convex hull estimation and endmember extraction", IEEE Transactions on Geoscience and Remote Sensing, vol. 51, issue 7, pp. 4059-4069, 2013.
Liao, W., A. Pizurica, P. Scheunders, W. Philips, and Y. Pi, "Semi-supervised local discriminant analysis for feature extraction in hyperspectral images", IEEE Transactions on Geoscience and Remote Sensing, vol. 51, issue 1, pp. 184-198, 2013.
Heylen, R., M A. Akhter, and P. Scheunders, "Solving the Hyperspectral Unmixing Problem with Projection Onto Convex Sets", 21st European Signal Processing Conference (EUSIPCO), September 2013, Marrakech, Morocco, 2013.
Nath, T., G. Liu, B. Weyn, B. Hassan, S. De Backer, and P. Scheunders, "Tracking for Quantifying Social Network of Drosophila Melanogaster", 15th Computer Analysis of Images and Patterns (CAIP), vol. 8048: Springer, pp. 539–545, 2013.
Heylen, R., M A. Akhter, and P. Scheunders, "On using projection onto convex sets for solving the hyperspectral unmixing problem", IEEE Geoscience and Remote Sensing Letters, 2013.
2012
Thoonen, G., K. Hufkens, J. Vanden Borre, T. Spanhove, and P. Scheunders, "Accuracy assessment of contextual classification results for vegetation mapping", International Journal of Applied Earth Observation and Geoinformation, vol. 15, pp. 7 - 15, 2012.
Blanc-Talon, J., W. Philips, D. Popescu, P. Scheunders, and P. Zemcik, "ACIVS 2012, Advanced Concepts for Intelligent Vision Systems", Lecture Notes in Computer Science, vol. 7517: Springer, 2012.
Mahmood, Z., G. Thoonen, and P. Scheunders, "Automatic threshold selection for morphological attribute profiles", IEEE IGARSS2012, International Geoscience and Remote Sensing Symposium, Munich, July 22-27, pp. 4946-4949, 2012.
Zhang, Y., A. Duijster, and P. Scheunders, "A Bayesian Restoration Approach for Hyperspectral Images", IEEE Transactions on Geoscience and Remote Sensing, vol. 50, issue 9, pp. 3453-3462, 2012.
Heylen, R., and P. Scheunders, "Calculation of geodesic distances in non-linear mixing models: demonstration on the generalized bilinear model", IEEE Geoscience and Remote Sensing letters, vol. 9, issue 4, pp. 644-648, 2012.
Thoonen, G., "Contextual classification of hyperspectral remote sensing images - Application in vegetation monitoring", Department of Physics, Antwerp, Belgium, University of Antwerp, pp. 156, 2012. PDF icon phdthesis_guythoonen_cover.pdf (17.15 MB)
Heylen, R., and P. Scheunders, "Estimating the number of endmembers in hyperspectral imagery with nearest neighbor distances", IEEE IGARSS2012, International Geoscience and Remote Sensing Symposium, Munich, July 22-27, pp. 1377-1380, 2012.
Heylen, R., and P. Scheunders, "A fast geometric algorithm for solving the inversion problem in spectral unmixing", IEEE-WHISPERS 2012, Workshop on Hyperspectral Image and Signal Processing, Shanghai, June 4-7, 2012.
Verdoolaege, G., and P. Scheunders, "On the geometry of Multivariate Generalized Gaussian models", Journal of Mathematical Imaging and Vision, vol. 43, issue 3, pp. 180-193, 2012.
Ganseman, J., P. Scheunders, and S. Dixon, "Imrpoving PLCA-based score-informed source separation with invertible constant-Q transform", EUSIPCO 2012, 20th European Signal Processing Conference, Bucharest, Romania, august 27-31 , pp. 2634-2638, 2012.
Ganseman, J., and P. Scheunders, "A jump start for NMF with N-Findr and NNLS", DAFx-12, 15-th Int. Conference on Digital Audio Effects, York, UK, september 17-21, 2012.
Thoonen, G., Z. Mahmood, S. Peeters, and P. Scheunders, "Multisource classification of color and hyperspectral images using color attribute profiles and composite decision fusion", Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of, vol. 5, no. 2, pp. 510 - 521, 2012.
Mahmood, Z., G. Thoonen, M A. Akhter, and P. Scheunders, "Subpixel mapping of hyperspectral data using high resolution color images", IEEE-WHISPERS 2012, Workshop on Hyperspectral Image and Signal Processing, Shanghai, June 4-7, 2012.
Burazerovic, D., B. Geens, R. Heylen, S. Sterckx, and P. Scheunders, "Unmixing for detection and quantification of adjacency effects", IEEE IGARSS2012, International Geoscience and Remote Sensing Symposium, Munich, July 22-27, pp. 3090-3093, 2012.
Scheunders, P., A. Duijster, and Y. Zhang, "Wavelet-based Multi/Hyperspectral Image Restoration and Fusion", Signal and Image Processing for Remote Sensing: Taylor and Francis, pp. 505-523, 2012.
2011
Blanc-Talon, J., W. Philips, D. Popescu, R. Kleihorst, and P. Scheunders, "ACIVS 2011, Advanced Concepts for Intelligent Vision Systems", Lecture Notes in Computer Science, vol. 6915: Springer, 2011.
Mai, Z., R. Hanel, K. J. Batenburg, M. Verhoye, P. Scheunders, and J. Sijbers, "Bias field reduction by localized Lloyd-Max quantization", Magnetic Resonance Imaging, vol. 29, issue 4, pp. 536-545, 2011.
De Witte, V., G. Thoonen, P. Scheunders, A. Pizurica, and W. Philips, "Classification of multi-source images using color mathematical morphological profiles", Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International, Vancouver, BC, Canada, pp. 3919 - 3922, 2011.

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