Publications

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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.
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.
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.
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.
2015
Battiato, S., J. Blanc-Talon, G. Gallo, W. Philips, D. Popescu, and P. Scheunders, "ACIVS 2015, Advanced Concepts for Intelligent Vision Systems", Lecture Notes in Computer Science, vol. 9386, 2015.
Karami, A., R. Heylen, and P. Scheunders, "Band-specific Shearlet-based Hyperspectral Image Noise Reduction", IEEE Transaction Geosciences and Remote Sensing , vol. 53, issue 9, no. 13, 03/2015.
Heylen, R., M A. Akhter, and P. Scheunders, "A fast alternative for the pixel purity index algorithm", IEEE IGARSS 2015, International Geoscience and Remote Sensing Symposium, Milan, Italy, July 26-31, pp. 1781-1784, 2015.
Akhter, M A., R. Heylen, and P. Scheunders, "A geometric matched filter for hyperspectral target detection and partial unmixing", IEEE Geoscience and Remote Sensing letters, vol. 12, no. 3, pp. 661-665, 2015.
Tits, L., R. Heylen, B. Somers, P. Scheunders, and P. Coppin, "A geometric unmixing concept for the selection of optimal binary endmember combinations", IEEE Geoscience and Remote Sensing letters, vol. 12, no. 1, pp. 82-86, 2015.
Akhter, M A., R. Heylen, and P. Scheunders, "Hyperspectral unmixing with projection onto convex sets using distance geometry", IEEE IGARSS 2015, International Geoscience and Remote Sensing Symposium, Milan, Italy, July 26-31, pp. 5059-5062, 2015.
Karami, A., R. Heylen, and P. Scheunders, "Lossy Compression of hyperspectral images optimizing spectral unmixing", IEEE IGARSS 2015, International Geoscience and Remote Sensing Symposium, Milan, Italy, July 26-31, pp. 5031-034, 2015.
Karami, A., R.Heylen, and P. Scheunders, "Lossy Compression of Hyperspectral Images Optimizing Spectral Unmixing", IGARSS 2015, Milan, Italy, 2015.
Heylen, R., P. Scheunders, P. Gader, and A. Rangarajan, "Nonlinear unmixing by using different metrics in a linear unmixing chain", IEEE-JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015.
Heylen, R., and P. Scheunders, "Nonlinear unmixing with a multilinear mixing model", IEEE Whispers 2015, Workshop on Hyperspectral Image and Signal Processing, June 2-5, Tokyo, 2015.
Liao, W., F. Huang, F. v. Coillie, G. Thoonen, A. Pizurica, P. Scheunders, and W. Philips, "Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter", IEEE Whispers 2015, Workshop on Hyperspectral Image and Signal Processing, June 2-5, Tokyo, 2015.

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