Publications

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1999
S. De Backer and Scheunders, P., A competitive elliptical clustering algorithm, Pattern Recognition Letters, vol. 20, pp. 1141-1147, 1999.
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 and De Backer, S., High-dimensional clustering using frequency sensitive competitive learning, Pattern Recognition, vol. 32, pp. 193-202, 1999.
G. Van de Wouwer, Scheunders, P., and Van Dyck, D., Statistical texture characterization from discrete wavelet representations, IEEE Transactions on Image Processing, vol. 8, pp. 592-598, 1999.
S. De Backer and Scheunders, P., Texture segmentation by frequency-sensitive elliptical competitive learning, in Proc. ICIAP99, International Conference on Image Analysis and Processing , Venice, Italy, september 27-29, 1999, pp. 64-69.
B. Weyn, Van de Wouwer, G., Koprowski, M., Van Daele, A., Dhaene, K., Scheunders, P., Jacob, W., and Van Marck, E., Value of morphometry, texture analysis, densitometry and histometry in the differential diagnosis and prognosis of malignant mesothelioma, Journal of Pathology, vol. 4, pp. 581-589, 1999.
G. Van de Wouwer, Scheunders, P., Livens, S., and Van Dyck, D., Wavelet correlation signatures for color texture characterization, pattern Recognition, vol. 32, pp. 443-451, 1999.
1998
B. Weyn, Van de Wouwer, G., Van Daele, A., Scheunders, P., Van Dyck, D., Van Marck, E., and Jacob, W., Automated breast tumour diagnosis and grading based on wavelet chromatin texture description, Cytometry, vol. 33, pp. 32-40, 1998.
D. Meersman, Scheunders, P., and Van Dyck, D., Classification of microcalcifications using texture-based features, in Digital Mammography, 1998, pp. 233-236.
D. Meersman, Scheunders, P., and Van Dyck, D., Detection of microcalcifications using non-linear filtering, in Proc. EUSIPCO'98, European Signal Processing Conference, 1998, pp. 2465-2468.
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.
C. C. Hung, Coleman, T., and Scheunders, P., The genetic algorithm approach and K-means clustering: their role in unsupervised training in image classification, in Proc. IASTED International Conf. On Computer Graphics and Imaging , Halifax, Canada, june 1-3, 1998, pp. 103-106.
S. Livens, Image Analysis for Material Characterisation, University of Antwerp, Antwerp, 1998.
P. Scheunders, Joint quantization and error-diffusion of color images using competitive learning, Journal of the IEE Proceedings, Vision, Image and Signal Processing, vol. 14, pp. 137-140, 1998.
J. Sijbers, den Dekker, A. J., Scheunders, P., and Van Dyck, D., Maximum Likelihood estimation of Rician distribution parameters, IEEE Transactions on Medical Imaging, vol. 17, pp. 357-361, 1998.PDF icon Download paper (106.26 KB)
S. De Backer, Naud, A., and Scheunders, P., Non-linear Dimensionality Reduction Techniques for Unsupervised Feature Extraction, Pattern Recognition Letters, vol. 19, pp. 711-720, 1998.
P. Scheunders, De Backer, S., and Naud, A., Non-linear mapping for feature extraction, Lecture Notes in Computer Science, vol. 1451, pp. 823-830, 1998.
M. Baillieux and Scheunders, P., On-line determination of the velocity of simultaneously moving organisms by image analysis for the detection of sublethal toxicity, Water Research, vol. 32, pp. 1027-1034, 1998.
I. R. Tsang, Tsang, I. J., Scheunders, P., and Van Dyck, D., Pattern Recognition using neighborhood coding, in Proc. CVPRIP'98, Intern. Workshop on Computer Vision, Pattern Recognition and Image Processing , North Carolina, october 23-28, 1998, pp. 250-253.
G. Van de Wouwer, Scheunders, P., and Van Dyck, D., Rotation-Invariant Texture Characterization using Isotropic Wavelet Frames, in Proc. ICPR98, International Conference on Pattern Recognition , Brisbane, Australia, 17-20 august, 1998, pp. 814-816.
S. Livens, Van Roost, C., Scheunders, P., and Van Dyck, D., Tabular silver bromide micro-crystal characterisation using optical microscopy and colour-image analysis, in Proc. ICPS98, International Conference on Imaging Science , Antwerp, Belgium, 7-11/9, 1998.
C. C. Hung, Coleman, T., and Scheunders, P., Using genetic differential competitive learning for unsupervised training in multispectral image classification systems, in Proceedings IEEE International Conference on Systems, Man, and Cybernetics , San Diego, California, October 11-14, 1998, pp. 4482-4485.
P. Scheunders, Livens, S., Van de Wouwer, G., Vautrot, P., and Van Dyck, D., Wavelet-based texture analysis, Intern. Journal on Computer Science and Information Management, vol. 1, pp. 22-34, 1998.
1997
G. Van de Wouwer, Livens, S., Scheunders, P., and Van Dyck, D., Color texture classification by wavelet energy-correlation signatures, in Proc. ICIAP Intern. Conf. On Computer Analysis and Image Processing , Florence, Italy, 17-19 september, 1997, pp. 327-334.
P. Scheunders, Comparison of clustering algorithms applied to colour image quantization, Pattern Recognition Letters, vol. 18, pp. 1379-1384, 1997.

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