Publications

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Journal Article
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 Lloyd-Max image quantization algorithm", Pattern Recognition Letters, vol. 17, no. 5, pp. 547-556, 1996.
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.
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.
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.
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.
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.
Scheunders, P., and S. De Backer, "High-dimensional clustering using frequency sensitive competitive learning", Pattern Recognition, vol. 32, no. 2, pp. 193-202, 1999.
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.
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.
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.
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.
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.
Scheunders, P., "Joint quantization and error-diffusion of color images using competitive learning", Journal of the IEE Proceedings, Vision, Image and Signal Processing, vol. 14, no. 2, pp. 137-140, 1998.
Scheunders, P., "Local mapping for multispectral image visualisation", Image and Vision Computing, vol. 19, no. 13, pp. 971-978, 2001.
Sijbers, J., A J. den Dekker, P. Scheunders, and D. Van Dyck, "Maximum Likelihood estimation of Rician distribution parameters", IEEE Transactions on Medical Imaging, vol. 17, no. 3, pp. 357-361, 1998. PDF icon Download paper (106.26 KB)
Kempeneers, P., P. J. Zarco-Tejada, P. R. J. North, S. De Backer, S. Delalieux, G. Sepulcre-Canto, F. Morales, J. van Aardt, R. Sagardoy, P. Coppin, et al., "Model inversion for chlorophyll estimation in open canopies from hyperspectral imagery", International Journal of Remote Sensing, vol. 29, no. 17, pp. 5093-5111, 2008.
De Backer, S., F. Cornelissen, J. Lemeire, R. Nuydens, T. Meert, P. Schelkens, and P. Scheunders, "Mosiacing of Fibered Fluorescence Microscopy Video", Lecture notes in Computer Science, vol. 5259, pp. 915-923, October, 2008.
Duijster, A., S. De Backer, and P. Scheunders, "Multicomponent image restoration, an experimental study", Lecture Notes in Computer Science, vol. 4633, pp. 58-68, 2007.
Driesen, J., and P. Scheunders, "A Multicomponent Image Segmentation Framework", Lecture Notes in Computer Science, vol. 5259, pp. 589-600, 2008.
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.
Heylen, R., 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.
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.
Scheunders, P., "A multivalued image wavelet representation based on multiscale fundamental forms", IEEE Transactions on Image Processing, vol. 11, no. 5, pp. 568-575, 2002.

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