Publications

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Journal Article
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.
Zhang, Y., A. Duijster, and P. Scheunders, "A Bayesian Restoration Approach for Hyperspectral Images", IEEE Transactions on Geoscience and Remote Sensing, vol. 50, issue 9, pp. 3453-3462, 2012.
Mai, Z., R. Hanel, K. J. Batenburg, M. Verhoye, P. Scheunders, and J. Sijbers, "Bias field reduction by localized Lloyd-Max quantization", Magnetic Resonance Imaging, vol. 29, issue 4, pp. 536-545, 2011.
Heylen, R., and P. Scheunders, "Calculation of geodesic distances in non-linear mixing models: demonstration on the generalized bilinear model", IEEE Geoscience and Remote Sensing letters, vol. 9, issue 4, pp. 644-648, 2012.
Livens, S., P. Scheunders, G. Van de Wouwer, D. Van Dyck, H. Smets, J. Winkelmans, and W. Bogaerts, "Classification of corrosion images by wavelet signatures and LVQ networks", Lecture Notes in Computer Science, vol. 970, pp. 538-543, 1995.
Thoonen, G., T. Spanhove, J. Vanden Borre, and P. Scheunders, "Classification of heathland vegetation in a hierarchical contextual framework", International Journal of Remote Sensing, vol. 34, issue 1, pp. 96 - 111, 2013.
Asaari, M. Shahrimie, P. Mishra, S. Mertens, S. Dhondt, D. Inze, N. Wuyts, and P. Scheunders, "Close-range hyperspectral image analysis for the early detection of plant stress responses in individual plants in a high-throughput phenotyping platform", ISPRS Journal of Photogrammetry and Remote Sensing , vol. 138, pp. 121-138, 2018.
Scheunders, P., "Comparison of clustering algorithms applied to colour image quantization", Pattern Recognition Letters, vol. 18, no. 11, pp. 1379-1384, 1997.
De Backer, S., and P. Scheunders, "A competitive elliptical clustering algorithm", Pattern Recognition Letters, vol. 20, no. 11, pp. 1141-1147, 1999.
Bettens, E., P. Scheunders, D. Van Dyck, L. Moens, and V. P. Osta, "Computer Analysis of Two-Dimensional Electrophoresis Gels : A New Segmentation and Modeling Algorithm", Electrophoresis, vol. 18, pp. 792-798, 1997.
Weyn, B., G. Van de Wouwer, G. K. Samir, A. Van Daele, P. Scheunders, E. Van Marck, and W. Jacob, "Computer-assisted differential diagnosis of malignant mesothelioma based on syntactic structure analysis", Cytometry, vol. 35, pp. 23-29, 1999.
Scheunders, P., N. De Clerck, and J. Wille, "Computerized image storage and analysis of contracting cardiac myocytes", Journal of Computer Assisted Microscopy, vol. 6, no. 2, pp. 77-83, 1994.
Mahmood, Z., M A. Akhter, G. Thoonen, and P. Scheunders, "Contextual Subpixel Mapping of Hyperspectral Images Making Use of a High Resolution Color Image", IEEE JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 6, issue 2, pp. 779 - 791, 2013.
Andrejchenko, V., W. Liao, W. Philips, and P. Scheunders, "Decision Fusion Framework for Hyperspectral Image Classification Based on Markov and Conditional Random Fields", Remote Sensing, vol. 11, 2019.
De Backer, S., A. Pizurica, B. Huysmans, W. Philips, and P. Scheunders, "Denoising of Multicomponent Images Using Wavelet Least-Squares Estimators", Image and Vision Computing, vol. 26, no. 7, pp. 1038-1051, July, 2008.
Burazerovic, D., B. Geens, R. Heylen, S. Sterckx, and P. Scheunders, "Detecting the adjacency effect in hyperspectral imagery with spectral unmixing techniques", IEEE JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 6, issue 3, pp. 1070-1078, 2013.
Smolders, A., D. F. Martino, N. Staeren, P. Scheunders, J. Sijbers, R. Goebel, and E. Formisano, "Dissecting cognitive stages with time-resolved fMRI data: a comparison of fuzzy clustering and independent component analysis", Magnetic Resonance Imaging, vol. 25, no. 6, pp. 860-868, July, 2007. PDF icon Download paper (658.36 KB)
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.
Hufkens, K., R. Ceulemans, and P. Scheunders, "Ecotones in vegetation ecology: methodology and definitions revisited", Ecological Research, vol. 24, pp. 977-986, 2009.
Mahmood, Z., and P. Scheunders, "Enhanced visualization of hyperspectral images", IEEE Geoscience and Remote Sensing letters, vol. 8, no. 5, pp. 869-873, 2011.
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.
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.
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.
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.
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)

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