Publications

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2001
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.
2000
Van de Wouwer, G., B. Weyn, P. Scheunders, W. Jacob, E. Van Marck, and D. Van Dyck, "Automated chromatin-texture based diagnosis of carcinoma nuclei", Journal of Microscopy, vol. 197, pp. 25-35, 2000.
De Boeck, B., P. Scheunders, and D. Van Dyck, "From inductive inference to the fundamental equations of measuerement", Proc. First International Conference on Complex Systems: Perseus Books, pp. 115-122, 2000.
Yu, S., P. Scheunders, and S. De Backer, "Genetic Feature selection combined with composite fuzzy nearest neighbor classifers for high-dimensional remote sensing data", Proc. IEEE Intern. Conf. on Systems, Man & Cybernetics, October 8-11, Nashville,TN, pp. 1912-1916, 2000.
Yu, S., S. De Backer, and P. Scheunders, "Genetic feature selection combined with fuzzy kNN for hyperspectral satellite imagery", Geoscience and Remote Sensing Symposium, 2000. Proceedings. IGARSS 2000. IEEE 2000 International, pp. 702-704, 2000.
Yu, S., S. De Backer, and P. Scheunders, "Genetic Feature Selection Combined with Fuzzy K-NN for Hyperspectral Satellite Imagery", Intelligent Techniques and Soft Computing in Nuclear Science and Engineering: World Scientific, pp. 281-288, 2000.
Scheunders, P., "Multiscale Edge Representation Applied to Image Fusion", Proc. Wavelet Applications in Signal and Image Processing VIII, pp. 894-901, 2000.
Scheunders, P., "Multispectral image fusion using local mapping techniques", Proc. ICPR2000, International Conference on Pattern Recognition, Barcelona, Spain, september 3-7, pp. 311-314, 2000.
Weyn, B., W. Tjalam, G. Van de Wouwer, A. Van Daele, P. Scheunders, W. Jacob, E. Van Marck, and D. Van Dyck, "Validation of nuclear texture density, morphometry and tissue syntactic structure analysis as prognosticators of cervical carcinoma", Analytical and Quantitative Cytology and Histology, vol. 22, no. 5, pp. 373-382, 2000.
Van de Wouwer, G., and P. Scheunders, "Wavelet-based texture classification", Recent Research in the Development of Pattern Recognition, vol. 1, pp. 77-87, 2000.
1999
De Backer, S., and P. Scheunders, "A competitive elliptical clustering algorithm", Pattern Recognition Letters, vol. 20, no. 11, pp. 1141-1147, 1999.
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., and S. De Backer, "High-dimensional clustering using frequency sensitive competitive learning", Pattern Recognition, vol. 32, no. 2, pp. 193-202, 1999.
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.
De Backer, S., and P. Scheunders, "Texture segmentation by frequency-sensitive elliptical competitive learning", Proc. ICIAP99, International Conference on Image Analysis and Processing , Venice, Italy, september 27-29, pp. 64-69, 1999.
Weyn, B., G. Van de Wouwer, M. Koprowski, A. Van Daele, K. Dhaene, P. Scheunders, W. Jacob, and E. Van Marck, "Value of morphometry, texture analysis, densitometry and histometry in the differential diagnosis and prognosis of malignant mesothelioma", Journal of Pathology, vol. 4, no. 189, pp. 581-589, 1999.
Van de Wouwer, G., P. Scheunders, S. Livens, and D. Van Dyck, "Wavelet correlation signatures for color texture characterization", pattern Recognition, vol. 32, no. 3, pp. 443-451, 1999.
1998
Weyn, B., G. Van de Wouwer, A. Van Daele, P. Scheunders, D. Van Dyck, E. Van Marck, and W. Jacob, "Automated breast tumour diagnosis and grading based on wavelet chromatin texture description", Cytometry, vol. 33, pp. 32-40, 1998.
Meersman, D., P. Scheunders, and D. Van Dyck, "Classification of microcalcifications using texture-based features", Digital Mammography, pp. 233-236, 1998.
Meersman, D., P. Scheunders, and D. Van Dyck, "Detection of microcalcifications using non-linear filtering", Proc. EUSIPCO'98, European Signal Processing Conference, pp. 2465-2468, 1998.
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.
Hung, C. C., T. Coleman, and P. Scheunders, "The genetic algorithm approach and K-means clustering: their role in unsupervised training in image classification", Proc. IASTED International Conf. On Computer Graphics and Imaging , Halifax, Canada, june 1-3, pp. 103-106, 1998.
Livens, S., Image Analysis for Material Characterisation, , Antwerp, University of Antwerp, 1998.
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.
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)

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