Publications

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Thesis
J. Rozema, On the wavefront aberrations of the human eye and the search for their origins, University of Antwerp, Antwerp, 2004.
S. De Backer, Unsupervised Pattern Recognition - Dimensionality Reduction and Classification, University of Antwerp, Antwerp, 2002.
G. Tisson, Reconstructie van Transversaal Getrunceerde Cone Beam Projecties in Micro-Tomografie, University of Antwerp, Antwerp, 2006.
E. Bettens, Peak Characterization using Parameter Estimation Methods, University of Antwerp, Antwerp, 1999.
I. J. Tsang, Pattern Recognition, Neighborhood Codes, and Lattice Animals, University of Antwerp, Antwerp, 2000.
I. R. Tsang, Pattern Recognition and Complex Systems, University of Antwerp, Antwerp, 2000.
E. Van de Casteele, Model-based approach for Beam Hardening Correction and Resolution Measurements in Microtomography, University of Antwerp, Antwerp, 2004.
B. De Boeck, Infotree - A study of its foundations, University of Antwerp, Antwerp, 2001.
S. Livens, Image Analysis for Material Characterisation, University of Antwerp, Antwerp, 1998.
S. Yu, Feature Selection and Classifier Ensembles: A Study on Hyperspectral Remote Sensing Data, University of Antwerp, Antwerp, 2003.
J. Sijbers, Estimation of Signal and Noise from Magnitude Magnetic Resonance Images, 1998.PDF icon Download PhD thesis (3.5 MB)
Journal Article
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.
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.
J. Sijbers, Verhoye, M., Scheunders, P., Van Der Linden, A., Van Dyck, D., and Raman, E., Watershed based segmentation of 3D MR data for volume quantization, Magnetic Resonance Imaging, vol. 15, pp. 679-688, 1997.PDF icon Download paper (3.18 MB)
G. Van de Wouwer, Scheunders, P., Van Dyck, D., Wuyts, F. L., and Van de Heyning, P. H., Voice recognition from spectrograms: a wavelet based approach, Fractals, vol. 5, pp. 165-172, 1997.
B. Weyn, Tjalam, W., Van de Wouwer, G., Van Daele, A., Scheunders, P., Jacob, W., Van Marck, E., and Van Dyck, D., Validation of nuclear texture density, morphometry and tissue syntactic structure analysis as prognosticators of cervical carcinoma, Analytical and Quantitative Cytology and Histology, vol. 22, pp. 373-382, 2000.
D. Van Dyck, Bettens, E., Sijbers, J., Op de Beeck, M., van den Bos, A., den Dekker, A. J., Jansen, J., and Zandbergen, H., Towards quantitative structure determination through electron holographic methods, Materials Characterization, vol. 42, pp. 265-281, 1999.PDF icon Download paper (6.71 MB)
S. Livens, Scheunders, P., Van de Wouwer, G., Van Dyck, D., Smets, H., Winkelmans, J., and Bogaerts, W., A texture analysis approach to corrosion image classification, Microscopy, Microanalysis, Microstructures, vol. 7, pp. 1-10, 1996.
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.
I. J. Tsang, Tsang, I. R., De Boeck, B., and Van Dyck, D., Scaling and critical probability for cluster size and lattice animals diversity on randomly occupied square lattices, Journal of Physics A: Mathematical and General, vol. 33, pp. 2739-2754, 2000.
J. Sijbers, Michiels, I., Verhoye, M., Van Audekerke, J., Van Der Linden, A., and Van Dyck, D., Restoration of MR induced artifacts in simultaneously recorded MR/EEG data, Magnetic Resonance Imaging, vol. 17, pp. 1383-1393, 1999.PDF icon Download full paper (519.76 KB)
A. Cuyt, Sijbers, J., Verdonk, B., and Van Dyck, D., Region and Contour Identification of Physical Objects, Applied Numerical Analysis Computational Mathematics, vol. 1, pp. 343-352, 2004.
J. Sijbers, Van Audekerke, J., Verhoye, M., Van Der Linden, A., and Van Dyck, D., Reduction of ECG and gradient related artifacts in simultaneously recorded human EEG/MRI data, Magnetic Resonance Imaging, vol. 18, pp. 881-886, 2000.PDF icon Download paper (2 MB)
J. Sijbers, Scheunders, P., Bonnet, N., Van Dyck, D., and Raman, E., Quantification and improvement of the signal-to-noise ratio in a magnetic resonance image acquisition procedure, Magnetic Resonance Imaging, vol. 14, pp. 1157-1163, 1996.PDF icon Download paper (1.31 MB)
W. D'haes, Van Dyck, D., and Rodet, X., PCA-based Branch and Bound Search Algorithms for Computing K Nearest Neighbors, Pattern Recognition Letters, vol. 24, pp. 1437-1451, 2003.

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