Publications

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2014
Nath, T., G.Liu, B. Weyn, B. Hassan, S. De Backer, and P. Scheunders, "Automated Social behaviour Recognition At Low Resolution", 22nd IEEE - International Conference of Pattern Recognition (ICPR), 2014.
Tanmay, N., G. Liu, B. Hassan, B. Weyn, S. De Backer, and P. Scheunders, "Automated Social behaviour Recognition At Low Resolution", ICPR14, International Conference on Pattern Recognition, Stockholm, Sweden, 2014.
Heylen, R., and P. Scheunders, "A distance geometric framework for non-linear hyperspectral unmixing", IEEE-JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 6, pp. 1879-1888, 2014.
Akhter, M A., R. Heylen, and P. Scheunders, "Geometric matched filter for hyperspectral partial unmixing", IEEE-Whispers 2014, Workshop on Hyperspectral Image and Signal Processing, Lausanne, Suisse, 2014.
Karami, A., R. Heylen, and P. Scheunders, "Hyperspectral Image Noise Reduction and its Effect on Spectral Unmixing", IEEE-Whispers 2014, Workshop on Hyperspectral Image and Signal Processing, Lausanne, Suisse, 2014.
Karami, A., R. Heylen, and P. Scheunders, "Hyperspectral Image Noise Reduction and its Effect on Spectral Unmixing", IEEE-Whispers 2014, Workshop on Hyperspectral Image and Signal Processing, Lausanne, Suisse, 2014.
Heylen, R., and P. Scheunders, "Hyperspectral unmixing using an active set algorithm", IEEE ICIP 2014, International Conference on Image Processing, October 27-30, Paris, France , 2014.
Heylen, R., P. Scheunders, A. Rangarajan, and P. Gader, "Nonlinear unmixing by using non-Euclidean metrics in a linear unmixing chain", IEEE-Whispers 2014, Workshop on Hyperspectral Image and Signal Processing, Lausanne, Suisse, 2014.
Jacobs, J-P., G. Thoonen, D. Tuia, G. Camps-Valls, P. Kempeneers, and P. Scheunders, "Spectral adaptation of hyperspectral flight lines using VHR contextual information", Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International, Quebec City, QC, Canada, IEEE, pp. 2953-2956, 2014.
Burazerovic, D., R. Heylen, D. Raymaekers, E. Knaeps, and P. Scheunders, "A spectral-unmixing approach to estimate water-mass concentrations in case-II waters", IEEE-JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 8, 2014.
2013
Blanc-Talon, J., A. Kazinski, W. Philips, D. Popescu, and P. Scheunders, "ACIVS 2013, Advanced Concepts for Intelligent Vision Systems", Lecture Notes in Computer Science, vol. 8129, 2013.
Thoonen, G., T. Spanhove, J. Vanden Borre, and P. Scheunders, "Classification of heathland vegetation in a hierarchical contextual framework", International Journal of Remote Sensing, vol. 34, issue 1, pp. 96 - 111, 2013.
Mahmood, Z., M A. Akhter, G. Thoonen, and P. Scheunders, "Contextual Subpixel Mapping of Hyperspectral Images Making Use of a High Resolution Color Image", IEEE JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 6, issue 2, pp. 779 - 791, 2013.
Burazerovic, D., B. Geens, R. Heylen, S. Sterckx, and P. Scheunders, "Detecting the adjacency effect in hyperspectral imagery with spectral unmixing techniques", IEEE JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 6, issue 3, pp. 1070-1078, 2013.
Jacobs, J-P., G. Thoonen, D. Tuia, G. Camps-Valls, B. Haest, and P. Scheunders, "Domain adaptation with Hidden Markov Random Fields", Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International, Melbourne, VIC, Australia, pp. 3112-3115, July, 2013.
Heylen, R., P. Scheunders, and P. Gader, "Handling spectral variability with alternating angle minimization", IEEE-WHISPERS 2013, Workshop on Hyperspectral Image and Signal Processing, Gainesville, Florida, June 25-28, 2013.
Akhter, M A., Z. Mahmood, and P. Scheunders, "Hyperspectral image subpixel mapping using Getis index", IEEE-WHISPERS 2013, Workshop on Hyperspectral Image and Signal Processing, Gainesville, Florida, June 25-28, 2013, 2013.
Heylen, R., and P. Scheunders, "Hyperspectral intrinsic dimensionality estimation with nearest-neighbor distance ratio's", IEEE JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 6, issue 2, pp. 570-579, 2013.
Bioucas-Dias, J., A. Plaza, G. Camps-Valls, P. Scheunders, N. Nasrabadi, and J. Chanussot, "Hyperspectral remote sensing data analysis and future challenges", IEEE Geoscience and Remote Sensing Magazine, vol. 1, issue 2, pp. 6-36, 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.

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