Publications

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Journal Article
A. Karami, Heylen, R., and Scheunders, P., Band-specific Shearlet-based Hyperspectral Image Noise Reduction, IEEE Transaction Geosciences and Remote Sensing , vol. 53, no. 9, 2015.
Y. Zhang, Duijster, A., and Scheunders, P., A Bayesian Restoration Approach for Hyperspectral Images, IEEE Transactions on Geoscience and Remote Sensing, vol. 50, no. 9, pp. 3453-3462, 2012.
Z. Mai, Hanel, R., Batenburg, K. J., Verhoye, M., Scheunders, P., and Sijbers, J., Bias field reduction by localized Lloyd-Max quantization, Magnetic Resonance Imaging, vol. 29, no. 4, pp. 536-545, 2011.
R. Heylen and Scheunders, P., Calculation of geodesic distances in non-linear mixing models: demonstration on the generalized bilinear model, IEEE Geoscience and Remote Sensing letters, vol. 9, no. 4, pp. 644-648, 2012.
S. Livens, Scheunders, P., Van de Wouwer, G., Van Dyck, D., Smets, H., Winkelmans, J., and Bogaerts, W., Classification of corrosion images by wavelet signatures and LVQ networks, Lecture Notes in Computer Science, vol. 970, pp. 538-543, 1995.
G. Thoonen, Spanhove, T., Vanden Borre, J., and Scheunders, P., Classification of heathland vegetation in a hierarchical contextual framework, International Journal of Remote Sensing, vol. 34, no. 1, pp. 96 - 111, 2013.
M. Shahrimie Asaari, Mishra, P., Mertens, S., Dhondt, S., Inze, D., Wuyts, N., and Scheunders, P., 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.
P. Scheunders, Comparison of clustering algorithms applied to colour image quantization, Pattern Recognition Letters, vol. 18, pp. 1379-1384, 1997.
S. De Backer and Scheunders, P., A competitive elliptical clustering algorithm, Pattern Recognition Letters, vol. 20, pp. 1141-1147, 1999.
E. Bettens, Scheunders, P., Van Dyck, D., Moens, L., and Osta, V. P., Computer Analysis of Two-Dimensional Electrophoresis Gels : A New Segmentation and Modeling Algorithm, Electrophoresis, vol. 18, pp. 792-798, 1997.
B. Weyn, Van de Wouwer, G., Samir, G. K., Van Daele, A., Scheunders, P., Van Marck, E., and Jacob, W., Computer-assisted differential diagnosis of malignant mesothelioma based on syntactic structure analysis, Cytometry, vol. 35, pp. 23-29, 1999.
P. Scheunders, De Clerck, N., and Wille, J., Computerized image storage and analysis of contracting cardiac myocytes, Journal of Computer Assisted Microscopy, vol. 6, pp. 77-83, 1994.
Z. Mahmood, Akhter, M. A., Thoonen, G., and Scheunders, P., 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, no. 2, pp. 779 - 791, 2013.
V. Andrejchenko, Liao, W., Philips, W., and Scheunders, P., Decision Fusion Framework for Hyperspectral Image Classification Based on Markov and Conditional Random Fields, Remote Sensing, vol. 11, 2019.
S. De Backer, Pizurica, A., Huysmans, B., Philips, W., and Scheunders, P., Denoising of Multicomponent Images Using Wavelet Least-Squares Estimators, Image and Vision Computing, vol. 26, pp. 1038-1051, 2008.
D. Burazerovic, Geens, B., Heylen, R., Sterckx, S., and Scheunders, P., 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, no. 3, pp. 1070-1078, 2013.
A. Smolders, Martino, D. F., Staeren, N., Scheunders, P., Sijbers, J., Goebel, R., and Formisano, E., Dissecting cognitive stages with time-resolved fMRI data: a comparison of fuzzy clustering and independent component analysis, Magnetic Resonance Imaging, vol. 25, pp. 860-868, 2007.PDF icon Download paper (658.36 KB)
R. Heylen and Scheunders, P., A distance geometric framework for non-linear hyperspectral unmixing, IEEE-JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, pp. 1879-1888, 2014.
K. Hufkens, Ceulemans, R., and Scheunders, P., Ecotones in vegetation ecology: methodology and definitions revisited, Ecological Research, vol. 24, pp. 977-986, 2009.
Z. Mahmood and Scheunders, P., Enhanced visualization of hyperspectral images, IEEE Geoscience and Remote Sensing letters, vol. 8, pp. 869-873, 2011.
K. Hufkens, Ceulemans, R., and Scheunders, P., Estimating the ecotone width in patchy ecotones using a sigmoid wave approach, Ecological Informatics, vol. 3, pp. 97-104, 2008.
R. Heylen, Parente, M., and Scheunders, P., Estimation of the number of endmembers in a hyperspectral image via the hubness phenomenon, IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 4, pp. 2191-2200, 2017.
A. J. Rebelo, Scheunders, P., Esler, K. J., and Meire, P., Evaluating palmiet wetland decline: a comparison of three methods, Remote Sensing Applications: Society and Environment, vol. 8, pp. 212-223, 2017.
G. Wolf and Scheunders, P., 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.
R. Heylen, Burazerovic, D., and Scheunders, P., Fully constrained least-squares spectral unmixing by simplex projection, IEEE Transactions on Geoscience and Remote Sensing, vol. 49, no. 11, pp. 4112-4122, 2011.PDF icon PDF (1.11 MB)Package icon Matlab code (1.93 KB)

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