Publications

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1998
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.
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.
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.
Tsang, I R., I J. Tsang, P. Scheunders, and D. Van Dyck, "Pattern Recognition using neighborhood coding", Proc. CVPRIP'98, Intern. Workshop on Computer Vision, Pattern Recognition and Image Processing , North Carolina, october 23-28, pp. 250-253, 1998.
Van de Wouwer, G., P. Scheunders, and D. Van Dyck, "Rotation-Invariant Texture Characterization using Isotropic Wavelet Frames", Proc. ICPR98, International Conference on Pattern Recognition , Brisbane, Australia, 17-20 august, pp. 814-816, 1998.
Livens, S., C. Van Roost, P. Scheunders, and D. Van Dyck, "Tabular silver bromide micro-crystal characterisation using optical microscopy and colour-image analysis", Proc. ICPS98, International Conference on Imaging Science , Antwerp, Belgium, 7-11/9, 1998.
Hung, C. C., T. Coleman, and P. Scheunders, "Using genetic differential competitive learning for unsupervised training in multispectral image classification systems", Proceedings IEEE International Conference on Systems, Man, and Cybernetics , San Diego, California, October 11-14, pp. 4482-4485, 1998.
Scheunders, P., S. Livens, G. Van de Wouwer, P. Vautrot, and D. Van Dyck, "Wavelet-based texture analysis", Intern. Journal on Computer Science and Information Management, vol. 1, no. 2, pp. 22-34, 1998.
1997
Van de Wouwer, G., S. Livens, P. Scheunders, and D. Van Dyck, "Color texture classification by wavelet energy-correlation signatures", Proc. ICIAP Intern. Conf. On Computer Analysis and Image Processing , Florence, Italy, 17-19 september, pp. 327-334, 1997.
Scheunders, P., "Comparison of clustering algorithms applied to colour image quantization", Pattern Recognition Letters, vol. 18, no. 11, pp. 1379-1384, 1997.
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.
Scheunders, P., "A genetic c-means clustering algorithm applied to color image quantization", Pattern Recognition, vol. 30, no. 6, pp. 859-866, 1997.
Livens, S., C. Van Roost, P. Scheunders, and D. Van Dyck, "Granulometric segmentation using a gradient convergence map", Proc. Scandinavian Conference on Image Analysis , Lappeenranta, Finland, 9-11/6, pp. 389-396, 1997.
Verhoye, M., J. Sijbers, P. Scheunders, D. Van Dyck, E. Reyniers, R. F. Kooy, P. J.. Willems, P. Cras, B. A. Oostra, and A. Van Der Linden, "In vivo assessment of cerebellum volume in transgenic fragile X knockout mice using MTI microscopy at 7T", Proceedings of the European Society for Magnetic Resonance in Medicine and Biology: 14th annual meeting, vol. 2, no. 2, Brussels, Belgium, pp. 45-46, September, 1997.
Scheunders, P., and S. De Backer, "Joint quantization and error-diffusion of color images using competitive learning", Proc. IEEE Conference on Image Processing , Santa Barbara, 26-29 october, pp. 811-814, 1997.
Sijbers, J., P. Scheunders, D. Van Dyck, and E. Raman, "Noise quantification prior to image restoration", Meeting of the Dutch Society for Pattern Recognition and Image Processing, Best, The Netherlands, May, 1997.
Van de Wouwer, G., P. Vautrot, P. Scheunders, S. Livens, D. Van Dyck, and N. Bonnet, "Rotation-invariant texture segmentation using continuous wavelets", Proc. 2-nd IEEE Symposium on applications of time-frequency and time-scale methods , Coventry, UK, 27-29/9, 1997.
Sijbers, J., A J. den Dekker, P. Scheunders, E. Raman, and D. Van Dyck, "Unbiased signal estimation in magnitude MR images", Proceedings of the European Society for Magnetic Resonance in Medicine and Biology, vol. 2, no. 2, Brussels, Belgium, pp. 174, September, 1997.
Van de Wouwer, G., P. Scheunders, D. Van Dyck, F. L. Wuyts, and P. H. Van de Heyning, "Voice recognition from spectrograms: a wavelet based approach", Fractals, vol. 5, pp. 165-172, 1997.
Sijbers, J., M. Verhoye, P. Scheunders, A. Van Der Linden, D. Van Dyck, and E. Raman, "Watershed based segmentation of 3D MR data for volume quantization", Magnetic Resonance Imaging, vol. 15, no. 6, pp. 679-688, 1997. PDF icon Download paper (3.18 MB)
Livens, S., P. Scheunders, G. Van de Wouwer, P. Vautrot, and D. Van Dyck, "Wavelets for texture analysis, an overview", Proc. IEE International Conference on Image Processing and Applications , Dublin, 14-17 july, pp. 581-585, 1997.
1996
Bettens, E., P. Scheunders, J. Sijbers, D. Van Dyck, and L. Moens, "Automatic segmentation and modeling of two-dimensional electrophoresis gels", Proceedings of IEEE International Conference on Image Processing, vol. 2, Lausanne, Switserland, pp. 665-668, September, 1996.
Meersman, D., P. Scheunders, and D. Van Dyck, "Detection of microcalcifications using neural networks", Digital Mammography, pp. 287-290, 1996.
Scheunders, P., "A genetic approach towards optimal color image quantization", Proc. ICIP'96, IEEE Internat. Conference on Image Processing , III, Lausanne, september 16-19, pp. 1031-1034, 1996.
Scheunders, P., "A genetic Lloyd-Max image quantization algorithm", Pattern Recognition Letters, vol. 17, no. 5, pp. 547-556, 1996.

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