Publications

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Journal Article
G. Verdoolaege and Scheunders, P., Geodesics on the Manifold of Multivariate Generalized Gaussian Distributions With an Application to Multicomponent Texture Discrimination, International Journal of Computer Vision, vol. 95, pp. 265-286, 2011.
P. Scheunders, A genetic Lloyd-Max image quantization algorithm, Pattern Recognition Letters, vol. 17, pp. 547-556, 1996.
S. Yu, De Backer, S., and Scheunders, P., Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery, Pattern Recognition Letters, vol. 23, pp. 183-190, 2002.
P. Scheunders, A genetic c-means clustering algorithm applied to color image quantization, Pattern Recognition, vol. 30, pp. 859-866, 1997.
P. Kempeneers, De Backer, S., Debruyn, W., and Scheunders, P., Generic Wavelet-Based Hyperspectral Classification Applied to Vegetation Stress Detection, IEEE Transactions on Geoscience and Remote Sensing, vol. 43, pp. 610-614, 2005.
K. J. Batenburg and Sijbers, J., Generic iterative subset algorithms for discrete tomography, Discrete Applied Mathematics, vol. 157, pp. 438-451, 2009.PDF icon Download paper (1.41 MB)
J. Sijbers and den Dekker, A. J., Generalized likelihood Ratio tests for complex fMRI data: a simulation study, IEEE Transactions on Medical Imaging, vol. 24, pp. 604-611, 2005.PDF icon Download paper (377.11 KB)
A. De Luca, Ianus, A., Leemans, A., Palombo, M., Shemesh, N., Zhang, H., Alexander, D. C., Nilsson, M., Froeling, M., Biessels, G. - J., Zucchelli, M., Frigo, M., Albay, E., Sedlar, S., Alimi, A., Deslauriers-Gauthier, S., Deriche, R., Fick, R., Afzali, M., Pieciak, T., Bogusz, F., Aja-Fernandez, S., Ozarslan, E., Jones, D. K., Chen, H., Jin, M., Zhang, Z., Wang, F., Nath, V., Parvathaneni, P., Morez, J., Sijbers, J., Jeurissen, B., Shreyas,, Fadnavis,, Endres, S., Rokem, A., Garyfallidis, E., Sanchez, I., Prchkovska, V., Rodrigues, P., Landman, B. A., and Schilling, K. G., On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: chronicles of the MEMENTO challenge, NeuroImage, vol. 240, no. 118367, 2021.
N. Six, Renders, J., Sijbers, J., and De Beenhouwer, J., Gauss-Newton-Krylov for Reconstruction of Polychromatic X-ray CT Images, IEEE Transactions on Computational Imaging, vol. 7, pp. 1304-1313, 2021.
Z. H. Nezhad, Karami, A., Heylen, R., and Scheunders, P., Fusion of Hyperspectral and Multispectral Images Using Spectral Unmixing and Sparse Coding, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9, no. 6, pp. 2377-2389, 2016.
R. Luo, Liao, W., Zhang, H., Zhang, L., Pi, Y., Scheunders, P., and Philips, W., Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensing Scene, IEEE-JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, no. 8, pp. 3768-3781, 2017.
P. Scheunders and De Backer, S., Fusion and merging of multispectral images using multiscale fundamental forms, Journal of the Optical Society of America A, vol. 18, pp. 2468-2477, 2001.
T. Boumans, Vignal, C., Smolders, A., Sijbers, J., Verhoye, M., Van Audekerke, J., and Van Der Linden, A., Functional magnetic resonance imaging in zebra finch discerns the neural substrate involved in segregation of conspecific song from background noise, Journal of Neurophysiology, vol. 99, pp. 931-938, 2008.PDF icon Download full paper (832.59 KB)
R. Heylen, Burazerovic, D., and Scheunders, P., Fully constrained least-squares spectral unmixing by simplex projection, IEEE Transactions on Geoscience and Remote Sensing, vol. 49, no. 11, pp. 4112-4122, 2011.PDF icon PDF (1.11 MB)Package icon Matlab code (1.93 KB)
D. Van Dyck, Bettens, E., Sijbers, J., Op de Beeck, M., den Dekker, A. J., and van den Bos, A., From High Resolution Image to Atomic Structure: how fare are we?, Scanning Microscopy, Special Issue on Image Processing, vol. 11, pp. 467-478, 1997.
A. Van Tongel, De Wilde, L., Shimamura, Y., Sijbers, J., and Huysmans, T., Fracture patterns in midshaft clavicle fractures, Acta Orthop Belg , vol. 87, no. 3, pp. 501-507, 2021.PDF icon Download paper (830.55 KB)
L. Vanacken, Pinho, R., Sijbers, J., and Coninx, K., Force Feedback to Assist Active Contour Modelling for Tracheal Stenosis Segmentation, Advances in Human-Computer Interaction, vol. 2012, 2012.PDF icon Download paper (3.6 MB)
F. Danckaers, Stanković, K., Huysmans, T., Booth, B. G., and Sijbers, J., Foot shape assessment techniques for orthotic and footwear applications: a methodological literature review, Frontiers in Bioengineering and Biotechnology, vol. 12, pp. 1-15, 2024.PDF icon Download paper (1.99 MB)
B. De Samber, Renders, J., Elberfeld, T., Maris, Y., Sanctorum, J., Six, N., Liang, Z., De Beenhouwer, J., and Sijbers, J., FleXCT: a Flexible X-ray CT scanner with 10 degrees of freedom, Optics Express, vol. 29, no. 3, pp. 3438-3457, 2021.PDF icon Download paper (14.25 MB)
B. Huyge, Sanctorum, J., Jeurissen, B., De Beenhouwer, J., and Sijbers, J., Fiber Orientation Estimation from X-ray Dark Field Images of Fiber Reinforced Polymers using Constrained Spherical Deconvolution, Polymers, vol. 15, no. 13, p. 2887, 2023.PDF icon Download paper (2.95 MB)
F. Tajdari, Huysmans, T., Yang, Y., and Song, Y., Feature preserving non-rigid iterative weighted closest point and semi-curvature registration, IEEE Transactions on Image Processing, 2022.
E. Janssens, Pelt, D., De Beenhouwer, J., Van Dael, M., Verboven, P., Nicolai, B., and Sijbers, J., Fast Neural Network Based X-Ray Tomography of Fruit on a Conveyor Belt, Chemical Engineering Transactions, vol. 44, pp. 181-186, 2015.
E. Janssens, Alves Pereira, L. F., De Beenhouwer, J., Tsang, I. R., Van Dael, M., Verboven, P., Nicolai, B., and Sijbers, J., Fast inline inspection by neural network based filtered backprojection: Application to apple inspection, Case Studies in Nondestructive Testing and Evaluation, vol. 6, pp. 14–20, 2016.PDF icon Download paper (726.63 KB)
S. Van der Jeught, Sijbers, J., and Dirckx, J. J. J., Fast Fourier-based phase unwrapping on the graphics processing unit in real-time imaging applications, Journal of Imaging, vol. 1, pp. 31-44, 2015.PDF icon Download paper (1.35 MB)
W. Van Aarle, Palenstijn, W. J., Cant, J., Janssens, E., Bleichrodt, F., Dabravolski, A., De Beenhouwer, J., Batenburg, K. J., and Sijbers, J., Fast and Flexible X-ray Tomography Using the ASTRA Toolbox, Optics Express, vol. 24, pp. 25129-25147, 2016.PDF icon Download paper (8.34 MB)

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