Publications

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2014
T. Nath, G.Liu, B. Weyn, B. Hassan, S. De Backer, and P. Scheunders, "Automated Social behaviour Recognition At Low Resolution", 22nd IEEE - International Conference of Pattern Recognition (ICPR), 2014.
N. Tanmay, G. Liu, B. Hassan, B. Weyn, S. De Backer, and P. Scheunders, "Automated Social behaviour Recognition At Low Resolution", ICPR14, International Conference on Pattern Recognition, Stockholm, Sweden, 2014.
2013
T. Nath, G. Liu, B. Weyn, B. Hassan, S. De Backer, and P. Scheunders, "Tracking for Quantifying Social Network of Drosophila Melanogaster", 15th Computer Analysis of Images and Patterns (CAIP), vol. 8048: Springer, pp. 539–545, 2013.
2009
G. Thoonen, J. Vanden Borre, S. De Backer, and P. Scheunders, "Assessing the quality of heathland vegetation by classification of hyperspectral data using spatial information", Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009, vol. 4, Cape Town, South Africa, pp. IV-330 - IV-333, July, 2009.
W. Van Hecke, J. Sijbers, S. De Backer, D. H. J. Poot, P. M. Parizel, and A. Leemans, "On the construction of a ground truth framework for evaluating voxel-based diffusion tensor MRI analysis methods", NeuroImage, vol. 46, no. 3, pp. 692-707, July, 2009. PDF icon Download paper (4.14 MB)
Y. Zhang, S. De Backer, and P. Scheunders, "Noise-resistant wavelet-based Bayesian fusion of multispectral and hyperspectral images", IEEE Transactions on Geoscience and Remote Sensing, vol. 47, no. 11, pp. 3834-3843, 2009.
W. Van den Broek, J. Verbeeck, D. Schryvers, S. De Backer, and P. Scheunders, "Tomographic Spectroscopic Imaging; an experimental proof of concept", Ultramicroscopy, vol. 109, pp. 296-303, 2009.
A. Duijster, P. Scheunders, and S. De Backer, "Wavelet-Based EM Algorithm for Multispectral-Image Restoration", IEEE Transactions on Geoscience and Remote Sensing, vol. 47, no. 11, pp. 3892-3898, November, 2009.
2008
Y. Zhang, S. De Backer, and P. Scheunders, "Bayesian fusion of multispectral and hyperspectral image in wavelet domain", IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2008, Boston, United States, 6-11 July: IEEE International, pp. 69-72, 2008.
W. Van Hecke, A. Leemans, S. De Backer, P. M. Parizel, and J. Sijbers, "On the construction of a ground truth methodology to evaluate VBM analysis results of diffusion tensor images", European Society for Magnetic Resonance in Medicine and Biology, Valencia, Spain, October, 2008.
W. Van Hecke, J. Sijbers, E. D'Agostino, F. Maes, S. De Backer, E. Vandervliet, P. M. Parizel, and A. Leemans, "On the construction of an inter-subject diffusion tensor magnetic resonance atlas of the healthy human brain", NeuroImage, vol. 43, no. 1, pp. 69-80, 2008. PDF icon Download full paper (3.34 MB)
S. De Backer, 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.
W. Van Hecke, A. Leemans, E. D'Agostino, S. De Backer, E. Vandervliet, P. M. Parizel, and J. Sijbers, "The evaluation of a population based diffusion tensor image atlas using a ground truth method", Proceedings of SPIE Medical Imaging, vol. 6914, San Diego, USA, February, 2008.
W. Van Hecke, A. Leemans, S. De Backer, E. Vandervliet, J. Sijbers, and P. M. Parizel, "A Ground Truth Analysis of the Preservation of Diffusion Tensor Information in a Population Specific Atlas", International Society for Magnetic Resonance in Medicine - 16th Scientific Meeting, Toronto, Canada, May, 2008.
P. Kempeneers, P. J. Zarco-Tejada, P. R. J. North, S. De Backer, S. Delalieux, G. Sepulcre-Canto, F. Morales, J. van Aardt, R. Sagardoy, P. Coppin, et al., "Model inversion for chlorophyll estimation in open canopies from hyperspectral imagery", International Journal of Remote Sensing, vol. 29, no. 17, pp. 5093-5111, 2008.
S. De Backer, 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.
G. Verdoolaege, S. De Backer, and P. Scheunders, "Multiscale colour texture retrieval using the geodesic distance between multivariate generalized Gaussian models", IEEE, International Conference on Image Processing, San Diego, CA, October 12-15, pp. 169-172, 2008.
G. Thoonen, S. De Backer, S. Provoost, P. Kempeneers, and P. Scheunders, "Spatial Classification of Hyperspectral Data of Dune Vegetation along the Belgian Coast", Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International, vol. 3, Boston, MA, USA, pp. III-483 - III-486, July, 2008.
A. Duijster, S. De Backer, and P. Scheunders, "Wavelet-based Multispectral Image Restoration", IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium, vol. 3: IEEE International, pp. 79-82, 2008.
2007
P. Scheunders, S. De Backer, A. Pizurica, B. Huysmans, and W. Philips, "Bayesian Wavelet-based Denoising of Multicomponent Images", Proceedings Wavelet Applications in Industrial Processing V, part of SPIE Optics East, Boston, MA, 9-12 september, Vol. 6763-OK (12 pages), 2007.
A. Duijster, S. De Backer, and P. Scheunders, "Multicomponent image restoration, an experimental study", Lecture Notes in Computer Science, vol. 4633, pp. 58-68, 2007.

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