Publications

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2007
Van Hecke, W., A. Leemans, E. D'Agostino, S. De Backer, E. Vandervliet, P. M. Parizel, and J. Sijbers, "Nonrigid Coregistration of Diffusion Tensor Images Using a Viscous Fluid Model and Mutual Information", IEEE Transactions on Medical Imaging, vol. 26, no. 11, pp. 1598-1612, 2007. PDF icon Download paper (1.85 MB)
Scheunders, P., and S. De Backer, "Wavelet denoising of multicomponent images, using Gaussian Scale Mixture models and a noise-free image as priors", IEEE Transactions on Image Processing, vol. 16, no. 7, pp. 1865-1872, July, 2007.
Duijster, A., S. De Backer, and P. Scheunders, "Wavelet-based Multicomponent Image Restoration", Wavelet Applications in Industrial Processing V, part of SPIE Optics East, Boston, MA, United States, September 9-12, vol. 6763, October, 2007.
2006
Van den Broek, W., J. Verbeeck, S. De Backer, P. Scheunders, and D. Schryvers, "Acquisition of the EELS data cube by tomographic reconstruction", Ultramicroscopy, vol. 106, no. 3, pp. 269-276, March, 2006.
Kempeneers, P., S. De Backer, P. J. Zarco-Tejada, S. Delalieux, G. Sepulcre-Cantó, F. Morales, R. Sagardoy, J. van Aardt, P. Coppin, and P. Scheunders, "Chlorophyll retrieval from canopy reflectance over orchards using hyperspectral techniques", 2nd International Symposium on Recent Advances in Quantitative Remote Sensing, 25-29 September 2006, Torrent (Valencia), Spain, 2006.
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.
Van Hecke, W., A. Leemans, S. De Backer, E. Vandervliet, P. M. Parizel, E. D'Agostino, and J. Sijbers, "Multi-channel coregistration of diffusion tensor images based on a viscous fluid model", Belgian Day on Biomedical Engineering - IEEE/EMBS Benelux Symposium, Brussels, Belgium, pp. 139-142, 2006.
Leemans, A., J. Sijbers, S. De Backer, E. Vandervliet, and P. M. Parizel, "Multiscale white matter fiber tract coregistration: a new feature-based approach to align diffusion tensor data", Magnetic Resonance in Medicine, vol. 55, no. 6, pp. 1414-1423, 2006.
Leemans, A., J. Sijbers, S. De Backer, E. Vandervliet, and P. M. Parizel, "Multiscale white matter fiber tract coregistration: a new feature-based approach to align diffusion tensor data", 14th Scientific Meeting - International Society for Magnetic Resonance in Medicine, Seattle, USA, pp. 437, 2006.
Van Hecke, W., A. Leemans, S. De Backer, E. Vandervliet, P. M. Parizel, J. Sijbers, and E. D'Agostino, "Non-rigid coregistration of diffusion tensor images using a viscous fluid model.", 23rd Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology, Warsaw, Poland, pp. 191-192, 2006.
Kempeneers, P., S. De Backer, Z. P. J. Tejada, S. Delalieux, S. G. Canto, M. F. Iribas, J. van Aardt, P. Coppin, and P. Scheunders, "Stress detection in orchards with hyperspectral remote sensing data", SPIE Remote Sensing, Stockholm, Sweden, september 11-14, vol. 6359, no. 38, September, 2006.
Scheunders, P., and S. De Backer, "Wavelet Denoising of multicomponent images using a Gaussian Scale Mixture model", ICPR’06, International Conference on Pattern Recognition, Hong Kong, august 20-24, vol. 3: IEEE Computer Society, pp. 754-757, 2006.
Scheunders, P., and S. De Backer, "Wavelet Denoising of multicomponent images using a noise-free image", ICIP’06, IEEE International Conference on Image Processing, Atlanta, Georgia, October 8-11: IEEE Signal Processing Society, pp. 2619-2622, 2006.
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.
Kempeneers, P., S. De Backer, W. Debruyn, S. Provoost, and P. Scheunders, "Hyperspectral classification applied to the Belgian coastline", SPIE Remote Sensing, Bruges, Belgium, 19-22 september, vol. 5982, no. 15, 2005.
Kempeneers, P., S. Sterckx, W. Debruyn, Y. Park, K. Ruddick, S. De Backer, and P. Scheunders, "Retrieval of oceanic constituents from ocean color using simulated annealing", IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2005, Seoul, Korea, 25-29 July, vol. 8, pp. 5651-5654, 2005.
Leemans, A., S. De Backer, J. Sijbers, E. Vandervliet, and P. M. Parizel, "TRACT: Tissue Relative Anisotropy based Curvature Thresholding for deterministic MR diffusion tensor tractography", 22th Annual Scientific Meeting - European Society for Magnetic Resonance in Medicine and Biology, Basle, Switzerland, pp. 289, 2005.
Scheunders, P., and S. De Backer, "Wavelet-based enhancement of remote sensing and biomedical image series using an auxiliary image", SPIE Optics East, 23-26 October, Boston, Massachusetts USA, vol. 6001, no. 5, pp. 41-52, 2005.
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.

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