Publications
“Decision Fusion Framework for Hyperspectral Image Classification Based on Markov and Conditional Random Fields”, Remote Sensing, vol. 11, 2019. remotesensing-11-00624.pdf (1.5 MB)
, “Reproducibility and intercorrelation of graph theoretical measures in structural brain connectivity networks”, Medical Image Analysis, vol. 52, pp. 56-67, 2019. Download paper (4.03 MB)
, “ACIVS 2018, Advanced Concepts for Intelligent Vision Systems ”, Lecture Notes in Computer Science, vol. 11182. 2018.
, “MRF-based decision fusion for hyperspectral image classification”, in IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 2018.
, “ACIVS 2017, Advanced Concepts for Intelligent Vision Systems”, Lecture Notes in Computer Science, vol. 10617. 2017.
, “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.
, “ACIVS 2016, Advanced Concepts for Intelligent Vision Systems”, Lecture Notes in Computer Science, vol. 10016. 2016.
, “Classification of hyperspectral images with very small training size using sparse unmixing”, in IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China, 2016.
, “D-BRAIN: Anatomically Accurate Simulated Diffusion MRI Brain Data”, PlosOne, vol. 11, pp. 1-23, 2016. Download paper (16.22 MB)
, “Lidar information extraction by attribute filters with partial reconstruction”, in IEEE IGARSS 2016, International Geoscience and Remote Sensing Symposium, pp. 1484-1487, Beijing, July 10-15 , 2016.
, “ACIVS 2015, Advanced Concepts for Intelligent Vision Systems”, Lecture Notes in Computer Science, vol. 9386. 2015.
, “The effect of Gibbs ringing artifacts on measures derived from diffusion MRI”, NeuroImage, vol. 120, pp. 441–455, 2015.
, “Informed constrained spherical deconvolution (iCSD)”, Medical Image Analysis, vol. 24, no. 1, pp. 269–281, 2015. Download accepted manuscript (987.95 KB)
, “Isotropic non-white matter partial volume effects in constrained spherical deconvolution”, Information-based methods for neuroimaging: analyzing structure, function and dynamics, p. 112, 2015.
, “Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter”, in IEEE Whispers 2015, Workshop on Hyperspectral Image and Signal Processing, June 2-5, Tokyo, 2015.
, “Improving fiber orientation estimation in constrained spherical deconvolution under non-white matter partial volume effects”, Proceedings of the Joint Annual Meeting ISMRM–ESMRMB. p. 4492, 2014. 4492.pdf (574.06 KB)
, “Isotropic non-white matter partial volume effects in constrained spherical deconvolution”, Frontiers in Neuroinformatics, vol. 8, pp. 1-9, 2014. Download paper (1.79 MB)
, “Isotropic non-white matter partial volume effects in constrained spherical deconvolution”, Sixth Annual Meeting of the Benelux ISMRM Chapter. 2014.
, “A Novel Method for Realistic DWI Data Generation”, International Society for Magnetic Resonance in Medicine, vol. 22. Milan, Italy, p. 4427, 2014.
, “ACIVS 2013, Advanced Concepts for Intelligent Vision Systems”, Lecture Notes in Computer Science, vol. 8129. 2013.
, “Analysis and modeling of isotropic partial volume effects in diffusion MRI”, Frontiers in Neuroinformatics, vol. 7. 2013.
, “Semi-supervised local discriminant analysis for feature extraction in hyperspectral images”, IEEE Transactions on Geoscience and Remote Sensing, vol. 51, no. 1, pp. 184-198, 2013.
, “ACIVS 2012, Advanced Concepts for Intelligent Vision Systems”, Lecture Notes in Computer Science, vol. 7517. Springer, 2012.
, “Correction of Gibbs ringing in diffusion MRI data using total variation regularization”, Fourth Annual Meeting of the ISMRM Benelux Chapter. p. 99, 2012.
, “ACIVS 2011, Advanced Concepts for Intelligent Vision Systems”, Lecture Notes in Computer Science, vol. 6915. Springer, 2011.
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