Publications

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Author Type [ Year(Desc)]
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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.
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.
1999
De Backer, S., and P. Scheunders, "A competitive elliptical clustering algorithm", Pattern Recognition Letters, vol. 20, no. 11, pp. 1141-1147, 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.
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.
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.
2001
Scheunders, P., and S. De Backer, "Fusion and merging of multispectral images using multiscale fundamental forms", Journal of the Optical Society of America A, vol. 18, no. 10, pp. 2468-2477, 2001.
Scheunders, P., and S. De Backer, "Multispectral image fusion and merging using multiscale fundamental forms", Proc. ICIP01, IEEE International Conference on Image Processing, Thessaloniki, Greece, pp. 902-905, 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.
2003
Sterckx, S., P. Coppin, S. De Backer, W. Debruyn, P. Kempeneers, K. Meuleman, K. Nackaerts, I. Reusen, and P. Scheunders, "Information extraction techniques for monitoring of stress symptoms in orchards", Proc. Earsel 2003, Imaging Spectroscopy workshop Oberpfaffenhofen, pp. 278-283, 2003.
Meuleman, K., P. Coppin, S. De Backer, W. Debruyn, K. Nackaerts, P. Scheunders, and S. Sterckx, "Optimal hyperspectral indicators for stress detection in orchards", Proc. Earsel 2003, Imaging Spectroscopy workshop Oberpfaffenhofen, pp. 534-541, 2003.
Kempeneers, P., S. De Backer, W. Debruyn, and P. Scheunders, "Wavelet Based Feature Extraction for Hyperspectral Vegetation Monitoring", SPIE International Symposium on Remote Sensing, Image and Signal Processing for Remote Sensing IX, Barcelona, Spain, pp. 297-305, 2003.
2004
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.
Kempeneers, P., S. De Backer, B. Deronde, L. Bertels, W. Debruyn, and P. Scheunders, "Classifying hyperspectral airborne imagery for vegetation survey along coastlines", IEEE International Geoscience and Remote Sensing Symposium, IGARSS, Anchorage, USA, 20-24 september, vol. 2, Anchorage, USA, IEEE International, pp. 1475-1478, 2004.
Kempeneers, P., S. De Backer, S. Delalieux, S. Sterckx, W. Debruyn, P. Coppin, and P. Scheunders, "Upscaling of spectroradiometer data for stress detection in orchards with remote sensing", SPIE Remote Sensing, Gran Canaria, 13-16 september, vol. 127, Maspalomas, Spain, SPIE, pp. 37-45, 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.
2005
Leemans, A., J. Sijbers, S. De Backer, E. Vandervliet, and P. M. Parizel, "Affine Coregistration of Diffusion Tensor Magnetic Resonance Images Using Mutual Information", Lecture Notes in Computer Science, vol. 3708, pp. 523-530, 2005. PDF icon Download full paper (1.26 MB)
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.
Leemans, A., S. De Backer, J. Sijbers, E. Vandervliet, and P. M. Parizel, "End point clustering for diffusion tensor white matter fiber bundle tractography", 22th Annual Scientific Meeting - European Society for Magnetic Resonance in Medicine and Biology, Basle, Switzerland, pp. 129-130, 2005.
Kempeneers, P., S. De Backer, W. Debruyn, and P. Scheunders, "Generic Wavelet-Based Hyperspectral Classification Applied to Vegetation Stress Detection", IEEE Transactions on Geoscience and Remote Sensing, vol. 43, pp. 610-614, March, 2005.

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