Publications

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2016
R. Heylen, P. Scheunders, A. Zare, and P. Gader, "Alternating angle minimization based unmixing with endmember variability", IEEE IGARSS 2016, International Geoscience and Remote Sensing Symposium, pp. 6974-6977, Beijing, July 10-15 , 2016.
G. Thoonen, B. Nys, V. Y. Haegen, D. G. Roy, and P. Scheunders, "Automatic forensic analysis of automotive paints using optical microscopy", Forensic Science International, vol. 259, pp. 210-220, 2016.
V. Andrejchenko, R. Heylen, P. Scheunders, W. Philips, and W. Liao, "Classification of hyperspectral images with very small training size using sparse unmixing", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China, 2016.
P. Mishra, M. Shahrimie Asaari, S. Mertens, N. Wuyts, S. Dhondt, and P. Scheunders, "Close range hyperspectral imaging for plant phenotyping", Hyperspectral Imaging and Applications Conference, Coventry, UK, October/2016.
S. Hassanzadeh, A. Karami, R. Heylen, and P. Scheunders, "Compression Of Hyperspectral Images Using Block Coordinate Descent Search And Compressed Sensing", 8th workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, Los Angeles, USA, 08/2016.
A. Karami, R. Heylen, and P. Scheunders, "Denoising Of Hyperspectral Images Using Shearlet Transform And Fully Constrained Least Squares Unmixing", 8th workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, Los Angeles, USA, 08/2016.
Z H. Nezhad, A. Karami, R. Heylen, and P. Scheunders, "Fusion of Hyperspectral and Multispectral Images Using Spectral Unmixing and Sparse Coding", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9, issue 6, pp. 2377-2389, 2016.
A. Karami, R. Heylen, and P. Scheunders, "Hyperspectral Image Compression Optimized for Spectral Unmixing", IEEE Transactions on Geoscience and Remote Sensing, vol. pp, issue 99, 06/2016.
R. Heylen, A. Zare, P. Gader, and P. Scheunders, "Hyperspectral unmixing with endmember variability via alternating angle minimization", IEEE Transactions on Geoscience and Remote Sensing, vol. 54, issue 8, pp. 4983-4993, 2016.
W. Liao, D. M Mura, X. Huang, J. Chanussot, S. Gautama, P. Scheunders, and W. Philips, "Lidar information extraction by attribute filters with partial reconstruction", IEEE IGARSS 2016, International Geoscience and Remote Sensing Symposium, pp. 1484-1487, Beijing, July 10-15 , 2016.
M. Shahrimie Asaari, P. Mishra, S. Mertens, S. Dhondt, N. Wuyts, and P. Scheunders, "Modeling effects of illumination and plant geometry on leaf reflectance spectra in close-range hyperspectral imaging", 8th WHISPERS - Evolution in Remote Sensing, Los Angeles, USA, IEEE, August/2016.
R. Heylen, and P. Scheunders, "A multilinear mixing model for nonlinear spectral unmixing", IEEE Transactions on Geoscience and Remote Sensing, vol. 54, issue 1, pp. 240-251, 2016.
A. Adibi, A. Karami, R. Heylen, and P. Scheunders, "Optical Solutions for Improving Spatial Resolution of Hyperspectral Sensors", 8th workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, Los Angeles, USA, 08/2016.
Z H. Nezhad, A. Karami, R. Heylen, and P. Scheunders, "Superresolution Of Hyperspectral Images Using Spectral Unmixing And Sparse Regularization", IGARSS 2016, Beijing China, 07/2016.
2015
S. Battiato, 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.
A. Karami, 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.
R. Heylen, 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.
M A. Akhter, 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.
L. Tits, 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.
M A. Akhter, 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.
A. Karami, 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.
A. Karami, R.Heylen, and P. Scheunders, "Lossy Compression of Hyperspectral Images Optimizing Spectral Unmixing", IGARSS 2015, Milan, Italy, 2015.
R. Heylen, 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.
R. Heylen, 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.
W. Liao, 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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