Publications

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Journal Article
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.
Rasti, B., P. Scheunders, P. Ghesami, G. Licciardi, and J. Chanussot, "Noise reduction in hyperspectral imagery: overview and application", Remote Sensing , vol. 10, issue 3, pp. 482, 2018.
Zhang, Y., S. De Backer, and P. Scheunders, "Noise-resistant wavelet-based Bayesian fusion of multispectral and hyperspectral images", IEEE Transactions on Geoscience and Remote Sensing, vol. 47, no. 11, pp. 3834-3843, 2009.
De Backer, S., A. Naud, and P. Scheunders, "Non-linear Dimensionality Reduction Techniques for Unsupervised Feature Extraction", Pattern Recognition Letters, vol. 19, pp. 711-720, 1998.
Heylen, R., V. Andrejchenko, Z. Zahiri, M. Parente, and P. Scheunders, "Nonlinear hyperspectral unmixing with graphical models", IEEE Transaction on Geoscience and Remote Sensing, 2019.
Scheunders, P., S. De Backer, and A. Naud, "Non-linear mapping for feature extraction", Lecture Notes in Computer Science, vol. 1451, pp. 823-830, 1998.
Heylen, R., D. Burazerovic, and P. Scheunders, "Nonlinear spectral unmixing by geodesic simplex volume maximization", IEEE Journal of Selected Topics in Signal Processing, vol. 5, no. 3, pp. 534-542, 2011.
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.
Baillieux, M., and P. Scheunders, "On-line determination of the velocity of simultaneously moving organisms by image analysis for the detection of sublethal toxicity", Water Research, vol. 32, no. 4, pp. 1027-1034, 1998.
Scheunders, P., "An orthogonal wavelet representation of multivalued images", IEEE Transactions on Image Processing, vol. 12, no. 6, pp. 718-725, 2003.
Sijbers, J., P. Scheunders, N. Bonnet, D. Van Dyck, and E. Raman, "Quantification and improvement of the signal-to-noise ratio in a magnetic resonance image acquisition procedure", Magnetic Resonance Imaging, vol. 14, no. 10, pp. 1157-1163, 1996. PDF icon Download paper (1.31 MB)
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.
Liu, G., T. Nath, Z. Guo, G. Linneweber, A. Claeys, J. Li, M. Bengochea, S. De Backer, B. Weyn, M. Sneyders, et al., "A simple computer vision pipeline reveals the effects of isolation on social interaction dynamics in Drosophila", Plos Computational Biology, vol. 14, issue 8, pp. e1006410, 2018.
Ghasrodashti, E.K.., A. Karami, R. Heylen, and P. Scheunders, "Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation", Remote Sensing, vol. 9, issue 6, 2017.
Van Meir, V., T. Boumans, G. De Groof, J. Van Audekerke, A. Smolders, P. Scheunders, J. Sijbers, M. Verhoye, J. Balthazart, and A. Van Der Linden, "Spatiotemporal properties of the BOLD response in the songbirds auditory circuit during a variety of listening tasks", NeuroImage, vol. 25, pp. 1242-1255, 2005.
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.
Van de Wouwer, G., P. Scheunders, and D. Van Dyck, "Statistical texture characterization from discrete wavelet representations", IEEE Transactions on Image Processing, vol. 8, no. 4, pp. 592-598, 1999.
Koirala, B., M. Khodadadzadeh, C. Contreras, Z. Zahiri, R. Gloaguen, and P. Scheunders, "A supervised method for nonlinear hyperspectral unmixing", Remote Sensing, vol. 11, issue 20 , 10/2019.
Livens, S., P. Scheunders, G. Van de Wouwer, D. Van Dyck, H. Smets, J. Winkelmans, and W. Bogaerts, "A texture analysis approach to corrosion image classification", Microscopy, Microanalysis, Microstructures, vol. 7, pp. 1-10, 1996.
De Backer, S., and P. Scheunders, "Texture segmentation by frequency-sensitive elliptical competitive learning", Image and Vision Computing, vol. 19, no. 9, pp. 639-648, 2001.
Van den Broek, W., J. Verbeeck, D. Schryvers, S. De Backer, and P. Scheunders, "Tomographic Spectroscopic Imaging; an experimental proof of concept", Ultramicroscopy, vol. 109, pp. 296-303, 2009.

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