Publications

. Understanding skin color bias in deep learning-based skin lesion segmentation. Computer Methods and Programs in Biomedicine, 2024. PDF
. PCGen: A Fully Parallelizable Point Cloud Generative Model. Sensors, 2024. PDF
. An end-to-end framework for joint denoising and classification of hyperspectral images. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023. PDF
. Segment-then-segment : context-preserving crop-based segmentation for large biomedical images. SENSORS, 2023. PDF
. Model-Aware Deep Learning for the Clustering of Hyperspectral Images with Context Preservation. 2023 31st European Signal Processing Conference (EUSIPCO), 2023. Preprint PDF Video
. Hypercomplex algebra and sparse optimisation in multiband image processing. 2023.
. Heterogeneous regularization-based tensor subspace clustering for hyperspectral band selection. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023. PDF
. HSIToolbox : a web-based application for the classification of hyperspectral images. SOFTWAREX, 2023. PDF
. GPU rasterization-based 3D LiDAR simulation for deep learning. SENSORS, 2023. PDF
. From model-based optimization algorithms to deep learning models for clustering hyperspectral images. REMOTE SENSING, 2023. PDF
. Exact and Heuristic Methods for Simultaneous Sparse Coding. EUSIPCO 2023, 2023. Preprint Code
. D4SC : Deep supervised semantic segmentation for seabed characterisation in low label regime. IGARSS 2023 IEEE International Geoscience and Remote Sensing Symposium, Abstracts, 2023. Preprint PDF
. Counterfactual functional connectomes for neurological classifier selection. 2023 31st European Signal Processing Conference (EUSIPCO), 2023. Preprint
. A new deep learning neural network architecture for seafloor characterisation. MSS 2023, the10th Military Sensing Symposium, Abstracts, 2023.
. Self-Supervised Learning as a Means To Reduce the Need for Labeled Data in Medical Image Analysis. European Signal Processing Conference (EUSIPCO), 2022. Preprint
. Recent Progress in Epicardial and Pericardial Adipose Tissue Segmentation and Quantification Based on Deep Learning: A Systematic Review. Applied Sciences, vol. 12, no. 10, 2022. Preprint PDF
. Virtual restoration of paintings using adaptive adversarial neural network. JOURNAL OF ELECTRONIC IMAGING, 2022.
. Virtual restoration of paintings based on deep learning. Fourteenth International Conference on Machine Vision (ICMV 2021), 2022. PDF
. Subspace clustering for hyperspectral images via dictionary learning with adaptive regularization. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022. PDF
. Spectral feature fusion networks with dual attention for hyperspectral image classification. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022. PDF
. Revealing and Reconstructing Hidden or Lost Features in Art Investigation. IEEE BITS the Information Theory Magazine, 2022. PDF
. On interpretability of CNNs for multimodal medical image segmentation. EUSIPCO 2022, 30th European Signal Processing Conference, Proceedings, 2022. PDF
. Hybrid-hypergraph regularized multiview subspace clustering for hyperspectral images. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022. PDF
. Fully group convolutional neural networks for robust spectral-spatial feature learning. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022. PDF
. Efficient local image descriptors learned with autoencoders. IEEE ACCESS, vol. 10, pp. 221–235, 2022. Preprint PDF
. Editorial to special issue 'Remote Sensing Image Denoising, Restoration and Reconstruction'. 2022. PDF
. A structural subspace clustering approach for hyperspectral band selection. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022. PDF
. A Unified Multiview Spectral Feature Learning Framework for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2022. PDF
. Automated visual inspection of fabric image using deep learning approach for defect detection. Automated Visual Inspection and Machine Vision IV, 2021. Preprint PDF
. The Impact of Non-uniform Label Noise on the Classification of Hyperspectral Images. 6th International Conference on Signal and Image Processing (ICSIP), 2021. Preprint
. Multimodal extension of the ML-CSC framework for medical image segmentation. 12th Int’l Symposium on Image and Signal Processing and Analysis (ISPA), 2021. Preprint
. Deep image hashing based on twin-bottleneck hashing with variational autoencoders. IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP), 2021. Preprint Code Slides Video
. β-variational autoencoders for learning invertible local image descriptors. IMAGE PROCESSING & COMMUNICATIONS, vol. 24, no. 1, pp. 71–78, 2021. Preprint PDF
. THE IMPACT OF LABEL NOISE ON THE CLASSIFICATION MODELS FOR HYPERSPECTRAL IMAGES. Image Processing & Communication, 2021. Preprint
. On extending the ADMM algorithm to the quaternion algebra setting. IEICE PROCEEDING SERIES, vol. 64, pp. 4, 2021. Preprint PDF
. Invertible local image descriptors learned with variational autoencoders. IEICE PROCEEDING SERIES, vol. 64, pp. 4, 2021. Preprint PDF
. Hierarchical Variational Autoencoders For Visual Counterfactuals. 2021 IEEE International Conference on Image Processing (ICIP), pp. 5, 2021. Preprint PDF
. Fast Full Search Equivalent Block Matching for Multichannel Images. IEICE Information and Communication Technology Forum, pp. 4, 2021. Preprint PDF
. Acoustic Seafloor Classification Using the Weyl Transform of Multibeam Echosounder Backscatter Mosaic. Remote Sensing, vol. 13, no. 9, 2021. Preprint PDF
. A study on the label noise impact on the hyperspectral image classification. IEICE Information and Communication Technology Forum (ICTF), 2021. Preprint
. L0 and L1 approaches to sparse coding of octonion valued signals. International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques (ITWIST), 2020. Preprint Slides Video
. A robust dynamic classifier selection approach for hyperspectral images with imprecise label information. SENSORS, vol. 20, no. 18, doi: 10.3390/s20185262 (28 pages), pp. 28, 2020. Preprint PDF
. Deep feature fusion via two-stream convolutional neural network for hyperspectral image classification. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol. 58, no. 4, pp. 2615-2629, 2020. Preprint PDF
. Variational Auto-Encoders without graph coarsening for fine mesh learning. IEEE International Conference on Image Processing (ICIP), 2020. Preprint
. Three-Dimensional Block Matching Using Orthonormal Tree-Structured Haar Transform for Multichannel Images. Journal of Imaging, vol. 6, no. 2, doi: 10.3390/jimaging6020004 (16 pages), 2020. Preprint PDF
. Sketched Sparse Subspace Clustering for Large-Scale Hyperspectral Images. IEEE International Conference on Image Processing (ICIP), 2020. Preprint
. Sketch-based Subspace Clustering of Hyperspectral Images. Remote Sensing, vol. 12, no. 5, doi: 10.3390/rs12050775 (32 pages), 2020. Preprint PDF
. On Variational Auto-Encoders for Fixed Graph Mesh Learning. International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques (ITWIST), 2020. Preprint
. Multimodal Target Detection by Sparse Coding: Application to Paint Loss Detection in Paintings. IEEE Transactions on Image Processing, vol. 29, pp. 7681–7696, 2020. Preprint PDF
. Multi-view Subspace Clustering for Hyperspectral Images. International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques (ITWIST), 2020. Slides
. MRI Reconstruction Using Markov Random Field and Total Variation as Composite Prior. Sensors, vol. 20, no. 11, doi: 10.3390/s20113185 (15 pages), 2020. Preprint PDF
. Learned BRIEF : transferring the knowledge from hand-crafted to learning-based descriptors. 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP), pp. 6, 2020. Preprint PDF
. Image reconstruction from undersampled data with application to accelerated magnetic resonance imaging. Universiteit Gent. Faculteit Ingenieurswetenschappen en Architectuur ; University of Novi Sad. Faculty of Technical Sciences, pp. xli,188,bijlagen, 2020.
. CRACK DETECTION IN PAINTINGS USING CONVOLUTIONAL NEURAL NETWORKS. IEEE Access, vol. 8, pp. 74535-74552, 2020. Preprint PDF
. Automated visual inspection algorithm for the reflection detection and removing in image sequences. Twelfth International Conference on Machine Vision (ICMV 2019), vol. 11433, doi: 10.1117/12.2559362 (9 pages), 2020. Preprint PDF
. Assisting classical paintings restoration: efficient paint loss detection and descriptor-based inpainting using shared pretraining. Optics, Photonics and Digital Technologies for Imaging Applications VI, vol. 11353, doi: 10.1117/12.2556000 (12 pages), pp. 12, 2020. Preprint PDF
. Accelerating in vivo fast spin echo high angular resolution diffusion imaging with an isotropic resolution in mice through compressed sensing. MAGNETIC RESONANCE IN MEDICINE, 2020. Preprint PDF
. A two-stream neural network architecture for the detection and analysis of cracks in panel paintings. Optics, Photonics and Digital Technologies for Imaging Applications VI, vol. 11353, doi: 10.1117/12.2555857 (9 pages), 2020. Preprint PDF
. A deep learning-based approach for defect detection and removing on archival photos. IS&T International Symposium on Electronic Imaging Science and Technology, pp. 1-7, 2020. Preprint PDF
. A deep learning approach to crack detection on road surfaces. Artificial Intelligence and Machine Learning in Defense Applications II, 2020. Preprint PDF
. Wetenschap : virtuele restauratie en wiskundige analyse van parels in het Lam Gods. Het Lam Gods : Van Eyck : kunst, geschiedenis, wetenschap en religie, 2019. Preprint PDF
. Sparse coding for the analysis of high-dimensional data : applications in remote sensing and art investigation. 2019.
. Semisupervised sparse subspace clustering method with a joint sparsity constraint for hyperspectral remote sensing images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 12, no. 3, pp. 989–999, 2019. Preprint PDF
. Science : virtual restauration and mathematical analysis of the pearls in the Ghent Altarpiece. The Ghent Altarpiece : Van Eyck : art, history, science and religion, 2019. Preprint PDF
. Science : restauration virtuelle et analyse mathématique des perles présentes dans l'Agneau mystique. L’Agneau mystique : Van Eyck : art, histoire, science et religion, 2019. Preprint PDF
. Robust dynamic classifier selection for remote sensing image classification. 2019 IEEE 4th International Conference on Signal and Image Processing, pp. 101-105, 2019. Preprint PDF
. Partial convolution based multimodal autoencoder for art investigation. Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), vol. 2491 (15 pages), pp. 15, 2019. Preprint PDF
. Multi-coil magnetic resonance imaging reconstruction with a Markov Random Field prior. MEDICAL IMAGING 2019: IMAGE PROCESSING, vol. 10949, doi: 10.1117/12.2512104 (8 pages), 2019. Preprint
. Left atrial appendage segmentation from 3D CCTA images for occluder placement procedure. COMPUTERS IN BIOLOGY AND MEDICINE, vol. 104, pp. 163–174, 2019. PDF
. Learning Local Image Descriptors with Autoencoders. Image Processing and Communications, vol. 1062, pp. 214–221, 2019. Preprint PDF
. Landmark-based large-scale sparse subspace clustering method for hyperspectral images. 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), pp. 799-802, 2019. Preprint PDF
. Hierarchical metric learning for optical remote sensing scene categorization. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol. 16, no. 6, pp. 952–956, 2019. Preprint PDF
. Group convolutional neural network for hyperspectral image classification. 2019 IEEE International Conference on Image Processing (ICIP), pp. 639–643, 2019. Preprint PDF
. Deep learning for paint loss detection with a multiscale, translation invariant network. Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis (ISPA 2019), pp. 158–162, 2019. Preprint PDF
. Classification of multibeam sonar image using the Weyl transform. Image processing and communications, vol. 1062, pp. 206–213, 2019. Preprint PDF
. Class reconstruction driven adversarial domain adaptation for hyperspectral image classification. Pattern recognition and image analysis, 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part I, vol. 11867, pp. 472–484, 2019. PDF
. Automatic detection of welding defects using the convolutional neural network. AUTOMATED VISUAL INSPECTION AND MACHINE VISION III, vol. 11061, doi: 10.1117/12.2525643 (9 pages), pp. 9, 2019. Preprint PDF
. Autoencoder-learned local image descriptor for image inpainting. Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), vol. 2491 (11 pages), pp. 11, 2019. Preprint PDF
. A deep-neural-network-based hybrid method for semi-supervised classification of polarimetric SAR data. 2019 6th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR), doi: 10.1109/APSAR46974.2019.9048529 (5 pages), 2019. Preprint PDF
. Skeletonization method for vessel delineation of arteriovenous malformation. COMPUTERS IN BIOLOGY AND MEDICINE, vol. 93, pp. 93–105, 2018. PDF
. Paint loss detection via kernel sparse representation. Image Processing for Art Investigation (IP4AI), pp. 24–26, 2018. Preprint PDF
. Octonion sparse representation for color and multispectral image processing. 2018 26TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), pp. 608–612, 2018. PDF
. Left atrial appendage segmentation software with detection of occluder placement location. CSI Focus LAA, Abstracts, 2018.
. Left Atrial Appendage Segmentation in 3D CCTA Images. PhD Forum Book of Abstracts, pp. 15–16, 2018.
. Joint sparsity based sparse subspace clustering for hyperspectral images. 2018 25th IEEE International Conference on Image Processing (ICIP), pp. 3878–3882, 2018. Preprint PDF
. Image Inpainting and demosaicing via total variation and Markov random field-based modeling. 2018 26TH TELECOMMUNICATIONS FORUM (TELFOR), pp. 301–304, 2018. PDF
. Hypercomplex algebras for dictionary learning. Early Proceedings of the AGACSE 2018 Conference, pp. 57–64, 2018.
. Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, vol. 67, pp. 43–53, 2018. PDF
. Deep Learning for Paint Loss Detection: A Case Study on the Ghent Altarpiece. Image Processing for Art Investigation (IP4AI), pp. 30–32, 2018. Preprint PDF
. An overview of state-of-the-art image restoration in electron microscopy. JOURNAL OF MICROSCOPY, vol. 271, no. 3, pp. 239–254, 2018. PDF
. A deep learning approach to crack detection in panel paintings. Image Processing for Art Investigation (IP4AI), pp. 40–42, 2018. Preprint
. Sparse recovery in magnetic resonance imaging with a Markov random field prior. IEEE TRANSACTIONS ON MEDICAL IMAGING, vol. 36, no. 10, pp. 2104–2115, 2017. Preprint PDF
. Robust joint sparsity model for hyperspectral image classification. 2017 24th IEEE International Conference on Image Processing (ICIP), pp. 3130–3134, 2017. Preprint
. Multiscale superpixel-level subspace-based support vector machines for hyperspectral image classification. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol. 14, no. 11, pp. 2142–2146, 2017. PDF
. Image processing for research on the "Ghent altarpiece". Workshop practice in early Netherlandish painting : case studies from Van Eyck through Gossart, pp. 26–35, 2017.
. Image denoising algorithms : from wavelet shrinkage to nonlocal collaborative filtering. Wiley encyclopedia of electrical and electronics engineering, pp. 1–17, 2017. Preprint PDF
. Hyperspectral unmixing using double reweighted sparse regression and total variation. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol. 14, no. 3, pp. 1146–1150, 2017. Preprint PDF
. Greedy MRI reconstruction using Markov Random Field prior. Proceedings of the IEICE Information and Communication Technology Forum (ICTF 2017), 2017.
. A robust sparse representation model for hyperspectral image classification. SENSORS, vol. 17, no. 9, doi: 10.3390/s17092087 (18 pages), 2017. Preprint PDF
. Sparse MRI with a Markov Random Field Prior for the Subband Coefficients. Third International Traveling Workshop on Interactions between Sparse models and Technology (iTWIST’16) , proceedings, vol. abs/1609.04167, 2016. PDF
. Paint loss detection in old paintings by sparse representation classification. International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques (ITWIST), pp. 62–64, 2016. Preprint PDF
. Hyperspectral unmixing by reweighted low rank and total variation. Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, pp. 4, 2016. Preprint
. Hyperspectral image kernel sparse subspace clustering with spatial max pooling operation. XXIII ISPRS CONGRESS, COMMISSION III, vol. 41, no. B3, pp. 945–948, 2016. Preprint PDF
. Fusion of spectral and spatial information for classification of hyperspectral remote-sensed imagery by local graph. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, vol. 9, no. 2, pp. 583–594, 2016. Preprint PDF
. Fusion of Spectral And Spatial Information for Land Cover Classification. IEICE Information and Communication Technology Forum (ICTF), 2016. Preprint
. Exploiting the low-rank property of hyperpsectral imagery: a technical overview. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote sensing, pp. 1–4, 2016. Preprint
. Double reweighted sparse regression for hyperspectral unmixing. 2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), pp. 6986–6989, 2016. Preprint
. D-BRAIN: anatomically accurate simulated diffusion MRI brain data. PLOS ONE, vol. 11, no. 3, 2016. PDF
. Compressed sensing in MRI with a Markov random field prior for spatial clustering of subband coefficients. 2016 24TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), pp. 562–566, 2016. Preprint
. Big Data Processing in Artwork Analysis. SuperMinds, 2016.
. Achievability of the rate-distortion function in binary uniform source coding with side information. 2016.
. A reconfigurable sound wave decomposition filterbank for hearing aids based on nonlinear transformation. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, vol. 10, no. 2, pp. 487–496, 2016. PDF
. 3D microwave tomography with huber regularization applied to realistic numerical breast phantoms. PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, vol. 155, pp. 75–91, 2016. Preprint PDF
. Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter. 7th workshop on hyperspectral image and signal processing : evolution in remote sensing, Proceedings, pp. 1–4, 2015.
. The effect of Gibbs ringing artifacts on measures derived from diffusion MRI. NEUROIMAGE, vol. 120, pp. 441–455, 2015. PDF
. Split-and-match: a Bayesian framework for vehicle re-identification in road tunnels. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol. 45, pp. 220–233, 2015. PDF
. Shearlet-domain task-driven post-processing and filtering of CT noise. Proceedings of SPIE (12 pages), vol. 9597, 2015. PDF
. Processing of multiresolution thermal hyperspectral and digital color data: outcome of the 2014 IEEE GRSS data fusion contest. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, vol. 8, no. 6, pp. 2984–2996, 2015. Preprint PDF
. Generalized graph-based fusion of hyperspectral and LiDAR data using morphological features. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol. 12, no. 3, pp. 552–556, 2015. Preprint PDF
. Fusion of thermal infrared hyperspectral image and visible RGB image for classification. 9th EARSeL SIG Imaging Spectroscopy workshop, Abstracts, pp. 1–1, 2015.
. Digital image processing of the Ghent altarpiece: supporting the painting's study and conservation treatment. IEEE SIGNAL PROCESSING MAGAZINE, vol. 32, no. 4, pp. 112–122, 2015. Preprint PDF
. Context-aware patch-based image inpainting using Markov random field modeling. IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 24, no. 1, pp. 444–456, 2015. Preprint PDF Code
. Compressed sensing using sparse binary measurements: a rateless coding perspective. IEEE International Workshop on Signal Processing Advances in Wireless Communications, pp. 86–90, 2015. Preprint
. Analysis of coupled dictionary learning for super-resolving video of mixed resolution. IEICE Information and Communication Technology Forum, pp. 6, 2015. Preprint
. An overview of state-of-the-art denoising and demosaicking techniques: toward a unified framework for handling artifacts during image reconstruction. Image Sensor Workshop (4 pages), 2015.
. A two stage patch-based Markov Random Field approach to structure-aware image inpainting. Information and Communication Technology Forum, Proceedings, 2015. Preprint
. A novel approach to design low-cost two-stage frequency-response masking filters. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, vol. 62, no. 10, pp. 982–986, 2015. PDF
. Weakly convex discontinuity adaptive regularization for 3D quantitative microwave tomography. INVERSE PROBLEMS, vol. 30, no. 8, 2014. Preprint PDF
. Skeleton calculation for automatic extraction of arteriovenous malformation in 3-D CTA images. Proceedings of 11th International Symposium on Biomedical Imaging, pp. 425–428, 2014.
. Robust segmentation methods with an application to aortic pulse wave velocity calculation. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, vol. 38, no. 3, pp. 179–189, 2014. Preprint PDF
. Pixel profiling for extraction of arteriovenous malformation in 3-D CTA images. ELMAR Proceedings, pp. 183–186, 2014.
. Online non-rigid structure-from-motion based on a keyframe representation of history. Proceedings of the 9th International Conference on Computer Vision Theory and Applications, vol. 2, pp. 3:723–3:731, 2014.
. Hyperspectral and LiDAR data fusion: outcome of the 2013 GRSS data fusion contest. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, vol. 7, no. 6, pp. 2405–2418, 2014. Preprint PDF
. Fusion of pixel-based and object-based features for classification of urban hyperspectral remote sensing data. SOUTH-EASTERN EUROPEAN JOURNAL OF EARTH OBSERVATION AND GEOMATICS, vol. 3, no. 2S, pp. 179–184, 2014. PDF
. Dictionary learning techniques for painter style identification: case study on the Ghent Altarpiece. 2014 Information and Communication Technology Forum (6 pages), 2014. Preprint
. Depth-guided patch-based disocclusion filling for view synthesis via Markov random field modelling. 2014 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS (ICSPCS), pp. 1–9, 2014. PDF
. Compressed sensing using sparse adaptive measurements. IEEE Symposium on Information Theory in the Benelux, Proceedings, pp. 164–171, 2014.
. Combining feature fusion and decision fusion for classification of hyperspectral and LiDAR data. IEEE International Symposium on Geoscience and Remote Sensing IGARSS, pp. 1241–1244, 2014.
. Automatic high-bandwidth calibration and reconstruction of arbitrarily sampled parallel MRI. PLOS ONE, vol. 9, no. 6, 2014. PDF
. Adaptive compressed sensing using sparse measurement matrices. International 2014 Traveling Workshop on Interactions between Sparse models and Technology (3 pages), 2014. Preprint
. A novel method for realistic DWI data generation. Proceedings of the International Society for Magnetic Resonance in Medicine, pp. 4427–4427, 2014.
. A Method of Insect Recognition Based on Spectrogram. Applied Mechanics and Materials, vol. 618, pp. 362–366, 2014. Preprint PDF
. 3D quantitative microwave imaging from sparsely measured data with Huber regularization. Proceedings of SPIE, vol. 9020, pp. 90200E:90200E-1–90200E:90200E-8, 2014. Preprint PDF
. Weakly convex discontinuity adaptive regularization for microwave imaging. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, vol. 61, no. 12, pp. 6242–6246, 2013. PDF
. Vehicle matching in smart camera networks using image projection profiles at multiple instances. 2013. Preprint
. Vehicle classification for road tunnel surveillance. Video Surveillance and Transportation Imaging Applications (6 pages), vol. 8663, 2013. PDF
. Two-stage denoising method for hyperspectral images combining KPCA and total variation. IEEE International Conference on Image Processing ICIP, pp. 2048–2052, 2013. Preprint PDF
. Three-dimensional quantitative microwave imaging of realistic numerical breast phantoms using huber regularization. IEEE Engineering in Medicine and Biology Society Conference Proceedings, pp. 5135-5138, 2013. Preprint
. Semisupervised local discriminant analysis for feature extraction in hyperspectral images. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol. 51, no. 1, pp. 184-198, 2013. Preprint PDF
. Quantitative microwave imaging based on a huber regularization. IEICE Information and Communication Technology Forum, Proceedings (6 pages), 2013.
. Obstacle detection for pedestrians with a visual impairment based on 3D imaging. 2013 INTERNATIONAL CONFERENCE ON 3D IMAGING (IC3D) (6 pages), 2013.
. New insights in huber and TV-like regularizers in microwave imaging. IEEE International Conference on Image Processing ICIP, pp. 1026-1030, 2013. Preprint
. Iterative CT reconstruction using shearlet-based regularization. IEEE TRANSACTIONS ON NUCLEAR SCIENCE, vol. 60, no. 5, pp. 3305–3317, 2013. Preprint PDF
. Hyperspectral image deblurring with PCA and total variation. 2013 5th Workshop on hyperspectral image and signal processing : evolution in remote sensing (WHISPERS), pp. 4, 2013.
. Exploring contour and texture features for context-aware patch-based inpainting. XVIII Symposium of Image, Signal Processing, and Artificial Vision, Proceedings, pp. 1–5, 2013.
. Efficient foreground detection for real-time surveillance applications. ELECTRONICS LETTERS, vol. 49, no. 18, pp. 1143-1144, 2013. Preprint PDF
. Crack detection and inpainting for virtual restoration of paintings: the case of the Ghent Altarpiece. SIGNAL PROCESSING, vol. 93, no. 3, pp. 605–619, 2013. PDF
. Context-aware image inpainting with application to virtual restoration of old paintings. IEICE Information and Communication Technology Forum (6 pages), 2013.
. Computationally efficient locally adaptive demosaicing of color filter array images using the dual-tree complex wavelet packet transform. PLOS ONE, vol. 8, no. 5, pp. e61846:1–e61846:18, 2013. PDF
. Complex wavelet joint denoising and demosaicing using Gaussian scale mixtures. IEEE International Conference on Image Processing ICIP, pp. 445–448, 2013. Preprint PDF
. Brain blood vessel segmentation using line-shaped profiles. PHYSICS IN MEDICINE AND BIOLOGY, vol. 58, no. 22, pp. 8041–8061, 2013. Preprint PDF
. Bayesian demosaicing using Gaussian scale mixture priors with local adaptivity in the dual tree complex wavelet packet transform domain. Proceedings of SPIE, the International Society for Optical Engineering (8 pages), vol. 8657, 2013. PDF
. Advanced statistical tools for enhanced quality digital imaging with realistic capture models. pp. 140:1–140:4, 2013. PDF
. A voice activity detection algorithm with sub-band detection based on time-frequency characteristics of mandarin. Proceeding of 6th International Congress on Image and Signal Processing (CISP), pp. 1287–1291, 2013. PDF
. A split-augmented Lagrangian algorithm for spectral factorization of a set of 2D directional filters and application to the design of compact shearlet frames. Proceedings of SPIE, vol. 8858, pp. 1–12, 2013. Preprint PDF
. Total least square kernel regression. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, vol. 13, no. 1, pp. 94–99, 2012. PDF
. Texture and color descriptors as a tool for context-aware patch-based image inpainting. Proceedings of SPIE, vol. 8295, pp. 11, 2012. PDF
. Spatiogram features to characterize pearls in the Ghent altarpiece. Symposium XVIII for the Study of Underdrawing and Technology in Painting, Abstracts, 2012.
. Spatiogram features to characterize pearls and beads and other small ball-shaped objects in paintings. Vision and material : interaction between art and science in Jan Van Eyck’s time, vol. 6, pp. 315–329, 2012.
. Realistic camera noise modeling with application to improved HDR synthesis. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 171 (28 pages), vol. 2012, 2012. PDF
. Real-time detection of traffic events using smart cameras. INTELLIGENT ROBOTS AND COMPUTER VISION XXIX: ALGORITHMS AND TECHNIQUES (11 pages), vol. 8301, 2012. PDF
. Quantitative microwave tomography from sparse measurements using a robust huber regularizer. IEEE International Conference on Image Processing, Proceedings, pp. 2073-2076, 2012. Preprint
. On density compensation in Bayesian k-space trajectory optimization. 20th Annual Scientific Meeting & Exhibition, Abstracts, 2012.
. Object identification by using orthonormal circus functions from the trace transform. IEEE International Conference on Image Processing, Proceedings, pp. 2153–2156, 2012.
. Neighbourhood-consensus message passing as a framework for generalized iterated conditional expectations. PATTERN RECOGNITION LETTERS, vol. 33, no. 3, pp. 309–318, 2012. PDF
. Multi-modal measurement of cortical thickness in brain MRI for Focal Cortical Dysplasia detection. Fourth annual meeting of the ISMRM Benelux Chapter, pp. abstractPT1-18:70–abstractPT1-18:70, 2012.
. Markov random field based image inpainting with context-aware label selection. IEEE International Conference on Image Processing ICIP, pp. 1733-1736, 2012. Preprint
. Iterative CT reconstruction using shearlet-based regularization. Proceedings of SPIE, the International Society for Optical Engineering (7 pages), vol. 8313, 2012. PDF
. Image projection clues for improved real-time vehicle tracking in tunnels. PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, vol. 8301, pp. 7, 2012. PDF
. Generalized pixel profiling and comparative segmentation with application to arteriovenous malformation segmentation. MEDICAL IMAGE ANALYSIS, vol. 16, no. 5, pp. 991–1002, 2012. PDF
. Correction of Gibbs ringing in diffusion MRI data using total variation regularization. Fourth annual meeting of the ISMRM Benelux Chapter, pp. 99–99, 2012.
. Combined shearlet and TV regularization in sparse-view CT reconstruction. 2nd International Meeting on image formation in X-ray Computed Tomography, Proceedings, pp. 4, 2012.
. Combined non-local and multi-resolution sparsity prior in image restoration. IEEE International Conference on Image Processing, Proceedings, pp. 3049–3052, 2012.
. Color image restoration and reconstruction. International : traveling workshop for interacting sparse models and technology, Proceedings, pp. 31–31, 2012.
. Classification of hyperspectral data over urban areas using directional morphological profiles and semi-supervised feature extraction. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, vol. 5, no. 4, pp. 1177-1190, 2012. Preprint PDF
. Classification of hyperspectral data over urban areas based on extended morphological profile with partial reconstruction. ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS (ACIVS 2012), vol. 7517, pp. 278–289, 2012.
. Centerline calculation for extracting abdominal aorta in 3-D MRI images. IEEE Engineering in Medicine and Biology Society Conference Proceedings, pp. 3982–3985, 2012.
. Artifact-free resolution enhancement using a shearlet sparsity prior. 20th Annual Scientific Meeting & Exhibition, Abstracts, 2012.
. A primal-dual algorithm for joint demosaicking and deconvolution. IEEE International Conference on Image Processing ICIP, pp. 2801–2804, 2012.
. A new regularization approach applied to electromagnetic inverse scattering in 3D. 12th International Workshop on Optimization and Inverse Problems in Electromagnetism, Abstracts, pp. 178–179, 2012.
. Wavelet-based analysis and estimation of colored noise. Discrete wavelet transforms : algorithms and applications, pp. 255–280, 2011.
. Virtual restoration of the Ghent altarpiece using crack detection and inpainting. LECTURE NOTES IN COMPUTER SCIENCE, vol. 6915, pp. 417–428, 2011. PDF
. Training neural networks on artificially generated data: a novel approach to SAR speckle removal. INTERNATIONAL JOURNAL OF REMOTE SENSING, vol. 32, no. 12, pp. 3405–3425, 2011. PDF
. Split-Bregman-based sparse-view CT reconstruction. Fully 3D 2011 proceedings, pp. 431–434, 2011.
. Spatiogram features to characterize pearls in paintings. Image Processing for Art Investigation, 4th International workshop, Abstracts, 2011.
. Spatiogram features to characterize pearls in paintings. IEEE International Conference on Image Processing ICIP, pp. 801–804, 2011.
. Single image example-based super-resolution using cross-scale patch matching and Markov random field modelling. LECTURE NOTES IN COMPUTER SCIENCE, vol. 6753, no. 1, pp. 11–20, 2011.
. Segmentation of brain blood vessels using projections in 3-D CT angiography images. 2011 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 8475–8478, 2011. PDF
. Segmentation of abdominal aorta for pulse wave velocity calculation. Proceedings of 12th FEA PhD Symposium, 2011.
. Robust segmentation methods for aortic pulse wave velocity measurement. IEEE EMBS Benelux Chapter, Annual symposium, Abstracts, 2011.
. Reconstruction of high dynamic range images with poisson noise modeling and integrated denoising. IEEE International Conference on Image Processing ICIP, pp. 3429–3432, 2011. PDF
. Real-time vehicle matching for multi-camera tunnel surveillance. Proceedings of SPIE, the Society of Photo-Optical Instrumentation Engineers (8 pages), vol. 7871, 2011. PDF
. On structured sparsity and selected applications in tomographic imaging. PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, vol. 8138, pp. 333-344, 2011. Preprint PDF
. Non-overlapping multi-camera detection and tracking of vehicles in tunnel surveillance. Digital Image Computing Techniques and Applications, International conference, Proceedings, pp. 591–596, 2011. PDF
. No-reference blur estimation based on the average cone ratio in the wavelet domain. PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING (12 pages), vol. 7881, 2011. PDF
. No-reference blur estimation based on the average cone ratio in the wavelet domain. Quality of Multimedia Experience, 3rd International workshop, Abstracts, 2011.
. Neighbourhood-consensus message passing and its potentials in image processing applications. Proceedings of SPIE, the International Society for Optical Engineering, vol. 7870, pp. 7, 2011. PDF
. Measuring cortical thickness in brain MRI volumes to detect focal cortical dysplasia (FCD) in epilepsy patients. PROCEEDINGS OF THE INTERNATIONAL SOCIETY FOR MAGNETIC RESONANCE IN MEDICINE, SCIENTIFIC, no. 19, pp. 2438–2438, 2011.
. Measuring cortical thickness in brain MRI volumes to detect focal cortical dysplasia (FCD) in epilepsy patients. ISMRM Benelux Chapter, 3rd Annual meeting, Abstracts, 2011.
. Joint photometric and geometric image registration in the total least square sense. PATTERN RECOGNITION LETTERS, vol. 32, no. 15, pp. 2061–2067, 2011. PDF
. Image restoration and applications in biomedical processing. Optical and digital image processing : fundamentals and applications, pp. 571–591, 2011. PDF
. Gibbs artifact suppression for DT-MRI data. Belgian day on Biomedical Engineering, 10th, Abstracts, 2011.
. Feature extraction for hyperspectral images based on semi-supervised local linear discriminant analysis. Joint Urban Remote Sensing Event (JURSE - 2011), Proceedings, pp. 401–404, 2011. PDF
. Efficient multiscale and multidirectional representation of 3D Data using the 3D discrete shearlet transform. PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, vol. 8138, pp. 81381Z:81381Z-1–81381Z:81381Z-13, 2011. PDF
. Design of a tight frame of 2D shearlets based on a fast non-iterative analysis and synthesis algorithm. PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, vol. 8138, pp. 81381Q:81381Q-1–81381Q:81381Q-13, 2011. PDF
. Denoising algorithm for the 3D depth map sequences based on multihypothesis motion estimation. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 131, (17 pages), 2011. PDF
. Crack detection and inpainting for virtual restoration of paintings: the case of the Ghent altarpiece. Image Processing for Art Investigation, 4th International workshop, Abstracts, 2011.
. Brain MRI segmentation for focal cortical dysplasia lesion detection. ISMRM Benelux Chapter, 3rd Annual meeting, Abstracts, 2011.
. Brain MRI segmentation for focal cortical dysplasia lesion detection. PROCEEDINGS OF THE INTERNATIONAL SOCIETY FOR MAGNETIC RESONANCE IN MEDICINE, SCIENTIFIC MEETING AND EXHIBITION, vol. 19, pp. 4277–4277, 2011.
. Automatic 3D graph cuts for brain cortex segmentation in patients with focal cortical dysplasia. 2011 Annual international conference of the IEEE engineering in medicine and biology society (EMBC), pp. 7981–7984, 2011.
. Augmented Lagrangian based reconstruction of non-uniformly sub-Nyquist sampled MRI data. SIGNAL PROCESSING, vol. 91, no. 12, pp. 2731–2742, 2011. PDF
. A new discontinuity adaptive method applied to electromagnetic inverse scattering problem in 3D. UGent-FirW Doctoraatssymposium, 12e, 2011.
. A new discontinuity adaptive method applied to electromagnetic inverse scattering problem. IEEE EMBS Benelux Chapter, Annual symposium, Abstracts, pp. 1, 2011.
. A mathematical morphology based approach for vehicle detection in road tunnels. Proceedings of SPIE, the International Society for Optical Engineering (8 pages), vol. 8135, 2011. PDF
. Teaching a computer about shapes in paintings. Vision and material : interaction between art and science in Jan van Eyck’s time, Abstracts, 2010.
. Surface reconstruction of wear in carpets by using a wavelet edge detector. LECTURE NOTES IN COMPUTER SCIENCE, vol. 6474, pp. 309–320, 2010. PDF
. Suppression of correlated noise. Recent advances in signal processing, pp. 211–236, 2010. PDF
. Single-image super-resolution using sparsity constraints and non-local similarities at multiple resolution scales. PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE), vol. 7723, pp. 8, 2010. PDF
. Segmentation of airways in lungs using projections in 3-D CT angiography images. IEEE Engineering in Medicine and Biology Society Conference Proceedings, pp. 3162–3165, 2010. PDF
. Real-time wavelet based blur estimation on cell BE platform. PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE) (11 pages), vol. 7535, 2010. PDF
. Real-time vehicle matching for multi-camera tunnel surveillance. FirW PhD Symposium 2010, Abstracts, pp. 1, 2010.
. Pearls and beads in Jan van Eyck’s paintings. Vision and material : interaction between art and science in Jan van Eyck’s time, Abstracts, 2010.
. Image blur estimation based on the average cone of ratio in the wavelet domain. Sparsity and modern mathematical methods for high dimensional data, pp. 24–24, 2010.
. Fuzzy logic-based approach to wavelet denoising of 3D images produced by time-of-flight cameras. OPTICS EXPRESS, vol. 18, no. 22, pp. 22651–22676, 2010. PDF
. Craquelure inpainting in art work. Vision and material : interaction between art and science in Jan van Eyck’s time, Abstracts, 2010.
. Consistent joint photometric and geometric image registration. IEEE International Conference on Image Processing ICIP, pp. 1197–1200, 2010.
. COMPASS: a joint framework for parallel imaging and compressive sensing in MRI. IEEE International Conference on Image Processing ICIP, pp. 1653–1656, 2010.
. A recursive scheme for computing autocorrelation functions of decimated complex wavelet subbands. IEEE TRANSACTIONS ON SIGNAL PROCESSING, vol. 58, no. 7, pp. 3907–3912, 2010. PDF
. A fast iterative kernel PCA feature extraction for hyperspectral images. IEEE International Conference on Image Processing ICIP, pp. 1317–1320, 2010.
. A GPU-accelerated real-time NLMeans algorithm for denoising color video sequences. Lecture Notes in Computer Science, vol. 6475, pp. 46–57, 2010. PDF
. Segmentation and length measurement of the abdominal blood vessels in 3-D MRI images. EMBC : 2009 annual international conference of the IEEE Engineering in Medicine and Biology Society, vols 1-20, pp. 4399–4402, 2009. PDF
. SAR speckle removal by neural networks trained on artificially generated data. BioSense09 workshop, Abstracts, 2009.
. Robust detection and tracking of moving objects in traffic video surveillance. LECTURE NOTES IN COMPUTER SCIENCE, vol. 5807, pp. 494–505, 2009. PDF
. Removal of correlated noise by modeling the signal of interest in the wavelet domain. IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 18, no. 6, pp. 1153-1165, 2009. Preprint PDF
. Passive error concealment for wavelet-coded I-frames with an inhomogeneous Gauss-Markov random field model. IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 18, no. 4, pp. 783–796, 2009. Preprint PDF
. Multiresolution example-based depth image restoration. Proceedings of the SPIE : the international society for optical engineering (12 pages), vol. 7443, 2009. PDF
. Locally adaptive passive error concealment for wavelet coded video. PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, vol. 7248, pp. 724809-1–724809-12, 2009. PDF
. Locally adaptive complex wavelet-based demosaicing for color filter array images. PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE) (12 pages), vol. 7248, 2009. PDF
. Length measurement of abdominal blood vessels through segmentation and skeletonization. Proceedings of 10e FirW PhD Symposium, pp. 2, 2009.
. Image denoising using mixtures of projected Gaussian scale mixtures. IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 18, no. 8, pp. 1689-1702, 2009. Preprint PDF
. Image blur estimation based on the average cone of ratio in the wavelet domain. Proceedings of SPIE, the International Society for Optical Engineering, vol. 7248, pp. 10, 2009. PDF
. Exact LMS learning curve analysis under finite word length effects. Annual Workshop on Circuits, Systems and Signal Processing, 20th, Proceedings, pp. 218–222, 2009.
. Efficient inference engine for Ising Markov random field model. Annual Workshop on Circuits, Systems and Signal Processing, 20th, Proceedings, pp. 6, 2009.
. Efficient design of a low redundant discrete shearlet transform. LNLA: 2009 INTERNATIONAL WORKSHOP ON LOCAL AND NON-LOCAL APPROXIMATION IN IMAGE PROCESSING, pp. 112–124, 2009. PDF
. Combined Wavelet-Domain and Motion-Compensated Video Denoising Based on Video Codec Motion Estimation Methods. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, vol. 19, no. 3, pp. 417–421, 2009. Preprint PDF
. A filter design technique for improving the directional selectivity of the first scale of the dual-tree complex wavelet transform. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, pp. 3761–3764, 2009. PDF
. Video denoising by fuzzy motion and detail adaptive averaging. JOURNAL OF ELECTRONIC IMAGING, vol. 17, no. 4, 2008. Preprint PDF
. Using phase information in ultrasound RF-signals for tissue characterization. Annual workshop on Circuits, Systems and Signal Processing (ProRISC 2008), 19th, Proceedings, pp. 314–317, 2008. PDF
. The shortest path calculation between points of interest in 3-D MRI images of blood vessels. Annual Workshop on Semiconductor Advances for Future Electronics and sensors, 11th, Proceedings, pp. 295–298, 2008.
. The influence of speckle suppression on perceived ultrasound image quality. Proc.of the Sixth IASTED INTERN. CONFERENCE ON BIOMEDICAL ENGINEERING, 2008.
. Space-variant characterization of image noise in computed tomography. Liège Image Days, 1st, Abstracts, pp. 1, 2008.
. Skeleton analysis of population images for detection of isolated and overlapped nematode C. elegans. European Signal Processing Conference, 16th, Proceedings (5 pages), 2008.
. Removal of correlated rician noise in magnetic resonance imaging. EUSIPCO 2008, 2008.
. Reduced decoder complexity and latency in pixel-domain Wyner-Ziv video coders. SIGNAL, IMAGE AND VIDEO PROCESSING, vol. 2, no. 2, pp. 129–140, 2008. Preprint PDF
. Passive error concealment for wavelet coded images with efficient reconstruction of high-frequency content. LECTURE NOTES IN COMPUTER SCIENCE, vol. 5259, pp. 13–24, 2008.
. Optimization of packetization masks for image coding based on an objective cost function for desired packet spreading. IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 17, no. 10, pp. 1849–1863, 2008. Preprint PDF
. Object tracking using naive Bayesian classifiers. LECTURE NOTES IN COMPUTER SCIENCE, vol. 5259, pp. 775–784, 2008.
. Multiresolution denoising for optical coherence tomography: a review and evaluation. CURRENT MEDICAL IMAGING REVIEWS, vol. 4, no. 4, pp. 270–284, 2008. Preprint PDF
. Magnetic resonance imaging restoration in the presence of correlated noise. Liège Image Days, 1st, Abstracts, pp. 1, 2008.
. MACHINE VISION DETECTION OF ISOLATED AND OVERLAPPED NEMATODE WORMS USING SKELETON ANALYSIS. IEEE International Conference on Image Processing (ICIP), pp. 2972–2975, 2008.
. Locally adaptive passive error concealment for wavelet coded images. IEEE SIGNAL PROCESSING LETTERS, vol. 15, pp. 178–181, 2008. Preprint
. Intersubband reconstruction of lost low frequency coefficients in wavelet coded images. MULTIMEDIA SYSTEMS AND APPLICATIONS (SERIES), vol. 31, pp. 241–254, 2008.
. Efficient video segmentation using temporally updated mean shift clustering. PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE), vol. 7073, pp. R731–R731, 2008. PDF
. Edge linking based method to detect and separate individual C. elegans worms in culture. Digital Image Computing : Techniques and Applications, Proceedings (4 pages), 2008.
. EM-based estimation of spatially variant correlated image noise. IEEE International Conference on Image Processing (ICIP), pp. 1744–1747, 2008.
. Denoising of multicomponent images using wavelet least-squares estimators. IMAGE AND VISION COMPUTING, vol. 26, no. 7, pp. 1038–1051, 2008. Preprint PDF
. Context adaptive image denoising through modeling of curvelet domain statistics. JOURNAL OF ELECTRONIC IMAGING, vol. 17, no. 3, pp. 033021-1–033021-17, 2008. Preprint PDF
. Computationally efficient algorithm for tracking of vehicles in tunnels. Annual Workshop on Semiconductor Advances for Future Electronics and sensors, 11th, Proceedings, pp. 335–338, 2008.
. Complex wavelet based demosaicing for use in digital still cameras. UGent-FirW Doctoraatssymposium, 9e, pp. 146–147, 2008. PDF
. Classifying electrocardiogram peaks using new wavelet domain features. COMPUTERS IN CARDIOLOGY 2008, VOLS 1 AND 2, pp. 853–856, 2008.
. Automatic individual detection and separation of multiple overlapped nematode worms using skeleton analysis. LECTURE NOTES IN COMPUTER SCIENCE, vol. 5112, pp. 817–826, 2008.
. An improved non-local denoising algorithm. Local and Non-Local Approximation in Image Processing, International Workshop, Proceedings, pp. 143–156, 2008. PDF
. Adaptive non-local means filtering of images corrupted by colored noise. UGent-FirW Doctoraatssymposium, 9e, pp. 136–137, 2008. PDF
. Active Appearance Model (AAM) - From theory to implementation. VISAPP 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOL 1, pp. 539–542, 2008.
. A 3D denoising algorithm for MRI corrupted by correlated noise. RSNA Scientific Assembly and Annual Meeting Program, 94th, Proceedings, pp. 1063–1063, 2008.
. Wavelet-based denoising for 3D OCT images. Proceedings of SPIE, the International Society for Optical Engineering, vol. 6696, pp. 11, 2007. PDF
. Wavelet based stereo images reconstruction using depth images. Proceedings of SPIE, the International Society for Optical Engineering, vol. 6701, pp. 12, 2007. PDF
. Wavelet based joint denoising of depth and luminance images. 2007 3DTV Conference, pp. 374–378, 2007. PDF
. Watershed data aggregation for mean-shift video segmentation - art. no. 66962C. APPLICATIONS OF DIGITAL IMAGE PROCESSING XXX, PTS 1 AND 2, vol. 6696, pp. C6962-C6962, 2007.
. State of the art modulator approaches for continuous time-of-flight range finding. Proceedings of the 12th Annual Symposium of the IEEE/LEOS Benelux Chapter, pp. 63–66, 2007. PDF
. Removal of correlated noise by modeling spatial correlations and interscale dependencies in the complex wavelet domain. 2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, pp. 317–320, 2007.
. Rate allocation algorithm for pixel-domain distributed video coding without feedback channel. International Conference on Acoustics Speech and Signal Processing (ICASSP), pp. 521–524, 2007.
. Principles of automatic vision systems for tracking elongated microorganisms. Modern Research and Educational Topics in Microscopy Formatex 2007, pp. 924–930, 2007.
. On least squares estimators under Bernoulli-Laplacian mixture priors. Proc. 28 Symposium on Information Theory in the Benelux, pp. 117-124, 2007. Preprint
. On hybrid directional transform-based intra-band image coding. LECTURE NOTES IN COMPUTER SCIENCE, vol. 4678, pp. 1049–1060, 2007.
. Novel wavelet domain features for classification of ECG peaks. Proc. of Annual Symposium of the IEEE/EMBS Benelux Chapter, pp. 68–68, 2007.
. Noise removal from images by projecting onto bases of principal components. LECTURE NOTES IN COMPUTER SCIENCE, vol. 4678, pp. 190–199, 2007.
. Noise reduction of images with correlated noise in the complex wavelet domain. Proc. SPS-DARTS 2007, pp. 173–178, 2007.
. Low-dose CT image denoising by locally adaptive wavelet domain estimation. Proc. IEEE Benelux Chapter on Engineering in Medicine and Biology (EMBS), pp. 90–90, 2007.
. Locally adaptive reconstruction of lost low frequency coefficients in wavelet coded images - art. no. 65081R. VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2007, PTS 1 AND 2, vol. 6508, pp. R5081-R5081, 2007.
. Locally adaptive intrasubband interpolation of lost low frequency coefficients in wavelet coded images. 2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, pp. 1953–1956, 2007.
. Improved pixel-based rate allocation for pixel-domain distributed video coders without feedback channel. LECTURE NOTES IN COMPUTER SCIENCE, vol. 4678, pp. 663–674, 2007.
. Extending the depth of field in microscopy through curvelet-based image fusion under smoothness and consistency constraints. SPS-DARTS, pp. 29–33, 2007.
. Extending the depth of field in microscopy through curvelet-based frequency-adaptive image fusion. 2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS, pp. 861–864, 2007.
. Content adaptive wavelet based method for joint denoising of depth and luminance images. Proceedings of SPIE, the International Society for Optical Engineering, vol. 6763, pp. 8, 2007. PDF
. Combined wavelet domain and motion compensated filtering compliant with video codecs. International Conference on Acoustics Speech and Signal Processing (ICASSP), pp. 765–768, 2007.
. Characterization of correlated noise in video sequences and its applications to noise removal. Third Intern :Workshop on Video Processing and Quality Metrics for Consumer Electronics, pp. 1–6, 2007. PDF
. Bayesian wavelet-based denoising of multicomponent images. PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE), vol. 6763, pp. K7630-K7630, 2007.
. Analysis of the statistical dependencies in the curvelet domain and applications in image compression. LECTURE NOTES IN COMPUTER SCIENCE, vol. 4678, pp. 1061–1071, 2007.
. Active appearance model construction: implementation notes. Proc. of the 10th Joint Confernce INFORMATION SCIENCES 2007, 2007.
. A new fuzzy motion and detail adaptive video filter. LECTURE NOTES IN COMPUTER SCIENCE, vol. 4678, pp. 640–651, 2007.
. A distributed coding-based extension of a mono-view to a multi-view video system. 3DTV Conference, pp. 366–369, 2007.
. A distributed coding-based content-aware multi-view video system. 2007 First ACM/IEEE International conference on distributed smart cameras, pp. 342–349, 2007. PDF
. Wavelet-domain video denoising based on reliability measures. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, vol. 16, no. 8, pp. 993-1007, 2006. Preprint
. Wavelet domain image denoising for non-stationary noise and signal-dependent noise. PROCEEDINGS INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, pp. 1425–1428, 2006.
. Wavelet domain image denoising for non-stationary noise and signal-dependent noise. 2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, pp. 1425–1428, 2006.
. Wavelet domain image denoising for non-stationary noise and signal-dependent noise. Proc. 2006 IEEE Intern.Conference on Image Processing -ICIP 2006, pp. 1425–1428, 2006.
. Video denoising using motion-compensated lifting wavelet transform. Proc. Wavelets and Applications WAVE 2006, pp. A28-A28, 2006.
. Video denoising using motion-compensated lifting wavelet transform. Proceedings of Wavelets and Applications Semester and Conference (WavE2006), vol. 1, 2006.
. Supervised feature-based classification of multi-channel SAR images. PATTERN RECOGNITION LETTERS, vol. 27, no. 4, pp. 252-258, 2006. Preprint
. Spatially adaptive image denoising based on joint image statistics in the curvelet domain.. WAVELET APPLICATIONS IN INDUSTRIAL PROCESSING IV, vol. 6383, pp. U163-U174, 2006.
. Spatially adaptive image denoising based on joint image statistics in the curvelet domain.. Proceedings of SPIE on CD-ROM Optics East 2006 : Industrial Sensing Technologies, 2006.
. Noise estimation for video processing based on spatio-temporal gradients. IEEE SIGNAL PROCESSING LETTERS, vol. 13, no. 6, pp. 337-340, 2006. Preprint
. Modeling curvelet domain inter-band image statistics with application to spatially adaptive image denoising.. Proc. STW 2006, pp. 208–213, 2006.
. Intersubband reconstruction of lost low frequency coefficients in wavelet coded images. Proc.SITIS 06 , The International conference on signal-image technology and internet-based systems (SITIS 2006), pp. 593–604, 2006.
. Fuzzy logic recursive motion detection and denoising of video sequences. JOURNAL OF ELECTRONIC IMAGING, vol. 15, no. 2, 2006. Preprint
. Feedback channel suppression in pixel-domain distributed video coding. Annual Workshop on Circuits, Systems and Signal Processing, 17th, Proceedings, pp. 154–157, 2006. PDF
. Estimating the probability of the presence of a signal of interest in multiresolution single- and multiband image denoising. IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 15, no. 3, pp. 654-665, 2006. Preprint PDF
. Content-based MPEG-4 FGS video coding for video surveillance. SPS-DARTS 2006 : the Second Annual IEEE BENELUX/DSP Valley Signal Processing Symposium, pp. 135–138, 2006.
. Bayesian formulation of edge-stopping functions in nonlinear diffusion. IEEE SIGNAL PROCESSING LETTERS, vol. 13, no. 8, pp. 501–504, 2006. PDF
. An improved scheme for combined wavelet domain and temporal filtering. 17th Workshop on Circuits, Systems and Signal Processing, Proceedings, pp. 141–147, 2006.
. A review of wavelet denoising in MRI and ultrasound brain imaging. CURRENT MEDICAL IMAGING REVIEWS, vol. 2, no. 2, pp. 247-260, 2006. Preprint
. A real-time wavelet-domain denoising implementation in FPGA. EURASIP JOURNAL ON EMBEDDED SYSTEMS, vol. 2006, no. 2006, pp. 16035/1-16035/12, 2006. Preprint
. A real-time optical head tracker based on 3D prediction and correction. Proc. of SPS-DARTS 2006, pp. 39–42, 2006.
. A geometrical wavelet shrinkage approach for image denoising. EUSIPCO 2006, 2006.
. Wavelet domain noise-robust motion estimation and noise estimation for video denoising. 1st Intern. Workshop on video processing and quality metrics for consumer electronics VPQM 2005, 2005.
. Wavelet domain denoising of multispectral remote sensing imagery adapted to the local spatial and spectral context. IGARSS 2005: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-8, PROCEEDINGS, pp. 4260–4263, 2005.
. Wavelet domain denoising of multispectral remote sensing imagery adapted to the local spatial and spectral context. IGARSS 2005, 2005.
. Refined noise-robust motion estimation for noise reduction in video sequences. SPS-DARTS 2005, 2005.
. Passive error concealment for wavelet coded images adapted to a directional image correlation. Proc. of SPIE “Wavelet Applications in Industrial Processing III”, pp. 60010M-1-60010M-10, 2005.
. Noise reduction of video sequences using fuzzy logic motion detection. ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, PROCEEDINGS, vol. 3708, pp. 666–673, 2005.
. Low complexity error concealment of wavelet coded images in lossy packet networks. Proc. CVMP 2005 The 2nd IEE European Conference on Visual Media Production, pp. 78–85, 2005.
. Improved segmentation of ultrasound brain tissue incorporating expert evaluation. 2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, pp. 6480–6483, 2005.
. Improved segmentation of ultrasound brain tissue incorporating expert evaluation. EMBC 2005 -27th Annual International Conference of the IEEE Engineering in Medicine and Biiology Society, 2005.
. Improved passive reconstruction of wavelet-coded images through directional image correlation. SPS-DARTS 2005, 2005.
. Image denoising by directional averaging of wavelet coefficients. Proc. of SPIE “Wavelet Applications in Industrial Processing III”, pp. 60010E-1-60010E-10, 2005.
. Fuzzy logic recursive change detection for tracking and denoising of video sequences. IMAGE AND VIDEO COMMUNICATIONS AND PROCESSING 2005, PTS 1 AND 2, pp. 771–782, 2005.
. Fuzzy logic recursive change detection for tracking and denoising of video sequences. IS & T/SPIE 17th Annual Symposium Electronic Imaging Science and technology, 2005.
. FPGA design and implementation of a wavelet-domain video denoising system. ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, PROCEEDINGS, vol. 3708, pp. 650-657, 2005. Preprint
. Anisotropic diffusion filtering steered by bayesian framework and a laplacian prior for ideal image gradient. SPS Darts 2005, 2005.
. A bayesian approach to nonlinear diffusion based on a laplacian prior for ideal image gradient. 13th IEEE Workshop on Statistical Signal Processing SSP 2005, 2005.
. A Bayesian approach to nonlinear diffusion based on a Laplacian prior for ideal image gradient. 2005 IEEE/SP 13TH WORKSHOP ON STATISTICAL SIGNAL PROCESSING (SSP), VOLS 1 AND 2, pp. 437–442, 2005.
. Supervised feature-based classification of multi-channel SAR images using logistic regression. Proc. of European Conference on Synthetic Aperture Radar EUSAR 2004, pp. 949–952, 2004.
. Recursive temporal denoising and motion estimation of video. ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5, pp. 1465–1468, 2004.
. Recursive temporal denoising and motion estimation of video. Proc. IEEE International Conference on Image Processing ICIP2004, pp. 1465–1468, 2004.
. Real-time wavelet domain video denoising implemented in FPGA. Proc. of SPIE - Wavelet Applications in Industrial Processing II, pp. 63–70, 2004.
. Multiresolution multispectral image denoising based on probability of presence of features of interest. Advanced concepts for intelligent vision systems ACIVS04, 2004.
. Hierarchical Supervised Classification of Multi-Channel SAR images. Proc. 3rd Intern.Workshop on Pattern Recognition in remote sensing, pp. IAPR/1-IAPR/5, 2004.
. Combining multi-Variate statistics and speckle reduction for line detection in multi-channel SAR images. Proc. of SPIE - Vol. 5236, pp. 93–104, 2004.
. Video denoising using multiple class averaging with multiresolution. VISUAL CONTENT PROCESSING AND REPRESENTATION, PROCEEDINGS, vol. 2849, pp. 172-179, 2003. Preprint
. Noise reduction in video sequences using wavelet-domain and temporal filtering. WAVELET APPLICATIONS IN INDUSTRIAL PROCESSING, pp. 48-59, 2003. Preprint
. Noise reduction in video sequences using wavelet-domain and temporal filtering. Proc. of SPIE Wavelet applications in industrial processing, pp. 48–59, 2003.
. Multiscale statistical image models and Bayesian methods. WAVELET APPLICATIONS IN INDUSTRIAL PROCESSING, pp. 60-74, 2003. Preprint
. Multiscale statistical image models and Bayesian methods. Proc. of SPIE Wavelet applications in industrial processing, pp. 60–74, 2003.
. Combined wavelet domain and temporal video denoising. IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE, PROCEEDINGS, pp. 334-341, 2003. Preprint
. Combined wavelet domain and temporal video denoising. Proc. IEEE conference “Advanced video and signal based surveillance”, pp. 334–341, 2003.
. An integrated method of adaptive enhancement for unsupervised segmentation of MRI brain images. PATTERN RECOGNITION LETTERS, vol. 24, no. 15, pp. 2549-2560, 2003. Preprint
. Abstract "Enhancement of infrared images of buried landmines using a robust multiresolution noise filtering method. Proc.PIERS 2003, pp. 109–109, 2003.
. A versatile wavelet domain noise filtration technique for medical imaging. IEEE TRANSACTIONS ON MEDICAL IMAGING, vol. 22, no. 3, pp. 323-331, 2003. Preprint
. A new technique for the registration of 3-D ultrasound to CT or MR images in image guided surgery. IFMBE PROCEEDINGS, 2003.
. PSF Estimation with Applications in Autofocus and Image Restoration.. Proceedings of the 3rd IEEE Benelux Signal Processing Symposium (SPS-2002)., pp. 13–16, 2002.
. Image denoising using wavelets and spatial context modeling. 2002. PDF
. A joint inter- and intrascale statistical model for Bayesian wavelet based image denoising. IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 11, no. 5, pp. 545-557, 2002. Preprint PDF
. The application of Markov Random Field Models to wavelet-based Image denoising.. Imaging and Vision Systems : Theory, Assessment and Applications. Vol.9 : Advances in Computation : Theory and Practice. - Huntington : NOVA Science Publishers, 2001, pp. 43–70, 2001.
. Multiresolution image restoration.A filtering technique adapting to unknown type of noise. Proceedings of Benelux Workshop on Circuits, Systems and Signal Processing. PRORISC 2001. Veldhoven (Nederland). Nov. 2001, 1-6, 2001.
. Estimating image blur in the wavelet domain.. Proceedings of the PRORISC Benelux Workshop on Circuits, Systems and Signal. Veldhoven (Nederland). Nov. 2001, pp. 568–573, 2001.
. Despeckling SAR images using wavelets and a new class of adaptive shrinkage estimators. 2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, pp. 233-236, 2001. Preprint PDF
. A novel method for adaptive enhancement and unsupervised segmentation of MRI brain image. International Conference on Acoustics Speech and Signal Processing (ICASSP), pp. 2013–2016, 2001. PDF
. Wavelet based denoising techniques for ultrasound images. PROCEEDINGS OF THE 22ND ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4, pp. 2662–2665, 2000.
. Wavelet based denoising techniques for ultrasound images. Proceedings CD-ROM of Chicago 2000 World Congress on Medical Physics and Biomedical Engineering, Chicago, July 23-28 2000, Paper TH-E305-10, 2000.
. The application of wavelet-based filtering techniques for retrieving bio-physical parameters from multi-temporal ERS-images. ESA ERS-ENVISAT symposium : Looking down to earth in the new millenium (8 pages), 2000.
. Segmentation flares in ultrasound images. Bijdrage 1st FTW PHD Symposium, Ghent University, Dec. 5 2000, Paper 30, 2000.
. Implementation of a new filter based on simplified spatial rules for removing noise. Proceedings of the 1st PhD symposium, Faculty of Applied Sciences, Ghent University, Ghent, 2000, 2000.
. Implementation of a new filter based on simplified rules for removing Gaussian noise. Proceedings CD-ROM IEEE Benelux Signal Processing SPS2000, Hilvarenbeek, March 23-24 2000, 4 Pages, 2000.
. Detecting variable source areas from temporal radar imagery using advanced image enhancement techniques. IEEE International Symposium on Geoscience and Remote Sensing (IGARSS), pp. 2035–2037, 2000. PDF
. An image denoising technique using wavelets and spatial priors. Proceedings CD-ROM IEEE Benelux Signal Processing SPS 2000, Hilvarenbeek, March 23-24 2000, 4 Pages, 2000.
. An application of a wavelet-based denoising method to temporal radar imagery.. Proceedings of the 2nd International Symposium on Intelligent Vision Systems ACIVS-2000, Baden-Baden, Aug. 3-4 2000, pp. 36–40, 2000.
. A wavelet-based image denoising technique using spatial priors.. Proceedings CD-ROM IEEE International Conference on Image Processing ICIP 2000, Vancouver, Sept. 10-13 2000, pp. 296–299, 2000.
. A wavelet-based image denoising technique using spatial priors. 2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, pp. 296–299, 2000.
. A speckle suppression method for medical ultrasound images based on local statistics.. Proceedings of the ProRISC Benelux Workshop on Circuits, Systems and Signal Processing, Veldhoven, Nov. 29- Dec.1 2000, pp. 525–530, 2000.
. A spatially adaptive image denoising technique using the wavelet transform. Bijdrage 1st FTW PHD Symposium, Ghent University, Dec. 5 2000, Paper 2, 2000.
. A new restoration method and its application to speckle images.. Proceedings of the IEEE International Conference on Image Processing ICIP 2000, Vancouver, Sept. 10-13 2000, pp. 273–276, 2000.
. A new restoration method and its application to speckle images. 2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, pp. 273–276, 2000.
. Speckle noise reduction in GPR images.. Proceedings of the international symposium on pattern recognition in memoriam Pierre Devijver, Brussel, februari 1999, pp. 162–165, 1999.
. Image denoising using a multiscale nonlinear filtering technique. Proceedings of the 11th International Conference on Systems Research, informatics and cybernetics- workshop on Advanced Concepts for Intelligent Vision Systems. Baden-Baden, Germany. Aug. 1999. Pag. 9-13, 1999.
. Image de-noising in the wavelet domain using prior spatial constraints. SEVENTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND ITS APPLICATIONS, pp. 216–219, 1999.
. Image de-noising in the wavelet domain using prior spatial constraints. Proceedings Seventh International Conference on Image Processing and its Applications. Manchester, UK. July 13-15 1999. Pag. 216-219, 1999.
. Enhancement of noisy images using a multiscale edge reconstruction technique. Proceedings of the IASTED international conference on Image Processing and its Applications (SIP 99). Nassau, Bahamas. Oct 1999. Pag. 144-148, 1999.
. Enhancement of infrared and GPR images of landmines. Proceedings of the Symposium “Hudem. Brussels. April 1999. Pag 1-6, 1999.
. An application of wavelet-based denoising method to infrared images of landmines. Proceedings of Photomec99. Luik. Nov 1999. Pag. 75-79, 1999.
. Coming soon. 0001.