Publications

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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.
De Backer, S., and P. Scheunders, "A competitive elliptical clustering algorithm", Pattern Recognition Letters, vol. 20, no. 11, pp. 1141-1147, 1999.
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.
De Backer, S., P. Kempeneers, W. Debruyn, and P. Scheunders, "A Band Selection Technique for Spectral Classification", IEEE Geoscience and Remote Sensing Letters, vol. 2, no. 3, pp. 319-323, July, 2005.
De Backer, S., A. Pizurica, B. Huysmans, W. Philips, and P. Scheunders, "Denoising of Multicomponent Images Using Wavelet Least-Squares Estimators", Image and Vision Computing, vol. 26, no. 7, pp. 1038-1051, July, 2008.
De Backer, S., F. Cornelissen, J. Lemeire, R. Nuydens, T. Meert, P. Schelkens, and P. Scheunders, "Mosiacing of Fibered Fluorescence Microscopy Video", Lecture notes in Computer Science, vol. 5259, pp. 915-923, October, 2008.
De Backer, S., P. Kempeneers, W. Debruyn, and P. Scheunders, "Classification of Dune Vegetation from Remotely Sensed Hyperspectral Images", Image Analysis and Recognition Proc. of International Conference on Image Analysis and Recognition, Porto, Portugal, Springer, pp. 497-503, 2004.
De Backer, S., P. Kempeneers, W. Debruyn, and P. Scheunders, "Wavelet Based Hyperspectral Data Analysis for Vegetation Stress Classification", Proc. of Advanced Concepts for Intelligent Vision Systems, Brussels, Belgium, pp. 387-391, 2004.
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.
De Backer, S., and P. Scheunders, "Enhancement of fMRI image series with the aid of an anatomical image", ISBI’06, IEEE International Symposium on Biomedical Imaging, Arlington, Virginia, april 6-9, pp. 1052-1055, 2006.
De Backer, S., Unsupervised Pattern Recognition - Dimensionality Reduction and Classification, , Antwerp, University of Antwerp, 2002.