Publications

. Octonion sparse representation for color and multispectral image processing. Proceedings of the 26th European Signal Processing Conference (EUSIPCO 2018), 2018.

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. Joint sparsity based sparse subspace clustering for hyperspectral images. 2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2018.

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. Hypercomplex algebras for dictionary learning. Early Proceedings of the AGACSE 2018 Conference, 2018.

. Image denoising algorithms : from wavelet shrinkage to nonlocal collaborative filtering. Wiley encyclopedia of electrical and electronics engineering, 2017.

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. Greedy MRI reconstruction using Markov Random Field prior. Proceedings of the IEICE Information and Communication Technology Forum (ICTF 2017), 2017.

. 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, 2016.

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. Hyperspectral unmixing by reweighted low rank and total variation. Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, 2016.

. Exploiting the low-rank property of hyperpsectral imagery: a technical overview. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote sensing, 2016.

. Double reweighted sparse regression for hyperspectral unmixing. *2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) *, 2016.

. 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, 2015.

. Compressed sensing using sparse binary measurements: a rateless coding perspective. IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015.

. 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, 2014.

. Compressed sensing using sparse adaptive measurements. IEEE Symposium on Information Theory in the Benelux, Proceedings, 2014.

. Adaptive compressed sensing using sparse measurement matrices. International 2014 Traveling Workshop on Interactions between Sparse models and Technology, Proceedings, 2014.

. A novel method for realistic DWI data generation. Proceedings of the International Society for Magnetic Resonance in Medicine, 2014.

. Quantitative microwave imaging based on a huber regularization. IEICE Information and Communication Technology Forum, Proceedings, 2013.

. Hyperspectral image deblurring with PCA and total variation. 2013 5th Workshop on hyperspectral image and signal processing : evolution in remote sensing (WHISPERS), 2013.

. Exploring contour and texture features for context-aware patch-based inpainting. XVIII Symposium of Image, Signal Processing, and Artificial Vision, Proceedings, 2013.

. Context-aware image inpainting with application to virtual restoration of old paintings. IEICE Information and Communication Technology Forum, Proceedings, 2013.

. Total least square kernel regression. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2012.

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. Color image restoration and reconstruction. International : traveling workshop for interacting sparse models and technology, Proceedings, 2012.

. Centerline calculation for extracting abdominal aorta in 3-D MRI images. IEEE Engineering in Medicine and Biology Society Conference Proceedings, 2012.

. A new regularization approach applied to electromagnetic inverse scattering in 3D. 12th International Workshop on Optimization and Inverse Problems in Electromagnetism, Abstracts, 2012.

. Wavelet-based analysis and estimation of colored noise. Discrete wavelet transforms : algorithms and applications, 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, 2011.

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. Image restoration and applications in biomedical processing. Optical and digital image processing : fundamentals and applications, 2011.

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. Teaching a computer about shapes in paintings. Vision and material : interaction between art and science in Jan van Eycktextquoterights time, Abstracts, 2010.

. Real-time wavelet based blur estimation on cell BE platform. PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE), 2010.

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. Pearls and beads in Jan van Eycktextquoterights paintings. Vision and material : interaction between art and science in Jan van Eycktextquoterights time, Abstracts, 2010.

. Craquelure inpainting in art work. Vision and material : interaction between art and science in Jan van Eycktextquoterights time, Abstracts, 2010.

. 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, 2009.

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. Multiresolution example-based depth image restoration. Proceedings of the SPIE : the international society for optical engineering, 2009.

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. Locally adaptive passive error concealment for wavelet coded video. PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 2009.

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. Locally adaptive complex wavelet-based demosaicing for color filter array images. PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE), 2009.

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. Exact LMS learning curve analysis under finite word length effects. Annual Workshop on Circuits, Systems and Signal Processing, 20th, Proceedings, 2009.

. Efficient inference engine for Ising Markov random field model. Annual Workshop on Circuits, Systems and Signal Processing, 20th, Proceedings, 2009.

. Efficient design of a low redundant discrete shearlet transform. LNLA: 2009 INTERNATIONAL WORKSHOP ON LOCAL AND NON-LOCAL APPROXIMATION IN IMAGE PROCESSING, 2009.

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. Using phase information in ultrasound RF-signals for tissue characterization. Annual workshop on Circuits, Systems and Signal Processing (ProRISC 2008), 19th, Proceedings, 2008.

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. 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, 2008.

. The influence of speckle suppression on perceived ultrasound image quality. Proc.of the Sixth IASTED INTERN. CONFERENCE ON BIOMEDICAL ENGINEERING, 2008.

. Efficient video segmentation using temporally updated mean shift clustering. PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE), 2008.

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. EM-based estimation of spatially variant correlated image noise. IEEE International Conference on Image Processing (ICIP), 2008.

. Computationally efficient algorithm for tracking of vehicles in tunnels. Annual Workshop on Semiconductor Advances for Future Electronics and sensors, 11th, Proceedings, 2008.

. An improved non-local denoising algorithm. Local and Non-Local Approximation in Image Processing, International Workshop, Proceedings, 2008.

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. Active Appearance Model (AAM) - From theory to implementation. VISAPP 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOL 1, 2008.

. A 3D denoising algorithm for MRI corrupted by correlated noise. RSNA Scientific Assembly and Annual Meeting Program, 94th, Proceedings, 2008.

. Wavelet-based denoising for 3D OCT images. Proceedings of SPIE, the International Society for Optical Engineering, 2007.

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. Wavelet based stereo images reconstruction using depth images. Proceedings of SPIE, the International Society for Optical Engineering, 2007.

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. On least squares estimators under Bernoulli-Laplacian mixture priors. Proc. 28 Symposium on Information Theory in the Benelux, 2007.

. Low-dose CT image denoising by locally adaptive wavelet domain estimation. Proc. IEEE Benelux Chapter on Engineering in Medicine and Biology (EMBS), 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, 2007.

. Bayesian wavelet-based denoising of multicomponent images. PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE), 2007.

. Active appearance model construction: implementation notes. Proc. of the 10th Joint Confernce INFORMATION SCIENCES 2007, 2007.

. Wavelet-domain video denoising based on reliability measures. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2006.

. Wavelet domain image denoising for non-stationary noise and signal-dependent noise. PROCEEDINGS INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, 2006.

. Wavelet domain image denoising for non-stationary noise and signal-dependent noise. 2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006.

. Wavelet domain image denoising for non-stationary noise and signal-dependent noise. Proc. 2006 IEEE Intern.Conference on Image Processing -ICIP 2006, 2006.

. Video denoising using motion-compensated lifting wavelet transform. Proceedings of Wavelets and Applications Semester and Conference (WavE2006), 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.

. 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), 2006.

. Feedback channel suppression in pixel-domain distributed video coding. Annual Workshop on Circuits, Systems and Signal Processing, 17th, Proceedings, 2006.

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. Content-based MPEG-4 FGS video coding for video surveillance. SPS-DARTS 2006 : the Second Annual IEEE BENELUX/DSP Valley Signal Processing Symposium, 2006.

. An improved scheme for combined wavelet domain and temporal filtering. 17th Workshop on Circuits, Systems and Signal Processing, Proceedings, 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, 2005.

. Passive error concealment for wavelet coded images adapted to a directional image correlation. Proc. of SPIE textacutedblWavelet Applications in Industrial Processing IIItextacutedbl, 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, 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, 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.

. Image denoising by directional averaging of wavelet coefficients. Proc. of SPIE textacutedblWavelet Applications in Industrial Processing IIItextacutedbl, 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, 2005.

. Recursive temporal denoising and motion estimation of video. ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5, 2004.

. Recursive temporal denoising and motion estimation of video. Proc. IEEE International Conference on Image Processing ICIP2004, 2004.

. Real-time wavelet domain video denoising implemented in FPGA. Proc. of SPIE - Wavelet Applications in Industrial Processing II, 2004.

. Hierarchical Supervised Classification of Multi-Channel SAR images. Proc. 3rd Intern.Workshop on Pattern Recognition in remote sensing, 2004.

. Video denoising using multiple class averaging with multiresolution. VISUAL CONTENT PROCESSING AND REPRESENTATION, PROCEEDINGS, 2003.

. Multiscale statistical image models and Bayesian methods. WAVELET APPLICATIONS IN INDUSTRIAL PROCESSING, 2003.

. Multiscale statistical image models and Bayesian methods. Proc. of SPIE Wavelet applications in industrial processing, 2003.

. Combined wavelet domain and temporal video denoising. IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE, PROCEEDINGS, 2003.

. Combined wavelet domain and temporal video denoising. Proc. IEEE conference textacutedblAdvanced video and signal based surveillancetextacutedbl, 2003.

. PSF Estimation with Applications in Autofocus and Image Restoration.. Proceedings of the 3rd IEEE Benelux Signal Processing Symposium (SPS-2002)., 2002.

. 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, 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, 2001.

. 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, 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.

. 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.

. 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, 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, 2000.

. A wavelet-based image denoising technique using spatial priors. 2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 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, 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, 2000.

. A new restoration method and its application to speckle images. 2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2000.

. Speckle noise reduction in GPR images.. Proceedings of the international symposium on pattern recognition in memoriam Pierre Devijver, Brussel, februari 1999, 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, 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 textacutedblHudem. 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.