Publications

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Journal Article
Heylen, R., 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.
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.
Brackx, M., S. Van Wittenberghe, J. Verhelst, P. Scheunders, and R. Samson, "Hyperspectral leaf reflectance of Carpines betulus L. saplings for urban air quality estimation", Environmental Pollution, vol. 220, pp. 159-167, 2017.
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.
Karami, A., 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.
Scheunders, P., and S. De Backer, "High-dimensional clustering using frequency sensitive competitive learning", Pattern Recognition, vol. 32, no. 2, pp. 193-202, 1999.
Hufkens, K., G. Thoonen, J. Vanden Borre, P. Scheunders, and R. Ceulemans, "Habitat reporting of a heathland site: Classification probabilities as additional information, a case study", Ecological Informatics, vol. 5, no. 4, pp. 248 - 255, 2010.
Haest, B., J. Vanden Borre, T. Spanhove, G. Thoonen, S. Delalieux, L. Kooistra, C. A. Mücher, D. Paelinckx, P. Scheunders, and P. Kempeneers, "Habitat mapping and quality assessment of NATURA 2000 Heatland using airborne imaging spectroscopy", Remote Sensing, vol. 9, issue 3, 2017.
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.
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, "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.
Verdoolaege, G., and P. Scheunders, "Geodesics on the Manifold of Multivariate Generalized Gaussian Distributions With an Application to Multicomponent Texture Discrimination", International Journal of Computer Vision, vol. 95, no. 3, pp. 265-286, 2011.
Scheunders, P., "A genetic Lloyd-Max image quantization algorithm", Pattern Recognition Letters, vol. 17, no. 5, pp. 547-556, 1996.
Yu, S., S. De Backer, and P. Scheunders, "Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery", Pattern Recognition Letters, vol. 23, no. 1, pp. 183-190, 2002.
Scheunders, P., "A genetic c-means clustering algorithm applied to color image quantization", Pattern Recognition, vol. 30, no. 6, pp. 859-866, 1997.
Kempeneers, P., S. De Backer, W. Debruyn, and P. Scheunders, "Generic Wavelet-Based Hyperspectral Classification Applied to Vegetation Stress Detection", IEEE Transactions on Geoscience and Remote Sensing, vol. 43, pp. 610-614, March, 2005.
Nezhad, Z H., 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.
Luo, R., W. Liao, H. Zhang, L. Zhang, Y. Pi, P. Scheunders, and W. Philips, "Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensing Scene", IEEE-JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, issue 8, pp. 3768-3781, 2017.
Scheunders, P., and S. De Backer, "Fusion and merging of multispectral images using multiscale fundamental forms", Journal of the Optical Society of America A, vol. 18, no. 10, pp. 2468-2477, 2001.
Heylen, R., D. Burazerovic, and P. Scheunders, "Fully constrained least-squares spectral unmixing by simplex projection", IEEE Transactions on Geoscience and Remote Sensing, vol. 49, issue 11, pp. 4112-4122, 2011. PDF icon PDF (1.11 MB)Package icon Matlab code (1.93 KB)
Wolf, G., and P. Scheunders, "Evaluation of the swimming activity of Daphnia magna by image analysis after administration of sublethal Cadmium concentrations", Comparative Biochemistry and Physiology A, vol. 120, pp. 99-105, 1998.
Rebelo, A. J., P. Scheunders, K. J. Esler, and P. Meire, "Evaluating palmiet wetland decline: a comparison of three methods", Remote Sensing Applications: Society and Environment, vol. 8, pp. 212-223, 2017.
Heylen, R., M. Parente, and P. Scheunders, "Estimation of the number of endmembers in a hyperspectral image via the hubness phenomenon", IEEE Transactions on Geoscience and Remote Sensing, vol. 55, issue 4, pp. 2191-2200, 2017.
Hufkens, K., R. Ceulemans, and P. Scheunders, "Estimating the ecotone width in patchy ecotones using a sigmoid wave approach", Ecological Informatics, vol. 3, pp. 97-104, 2008.
Mahmood, Z., and P. Scheunders, "Enhanced visualization of hyperspectral images", IEEE Geoscience and Remote Sensing letters, vol. 8, no. 5, pp. 869-873, 2011.

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