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Click here for this list in IEEE format.
Journal Publications 2020 “Data Augmentation of Surface Electromyography for Hand Gesture Recognition”, in Sensors “Hilbert sEMG data scanning for hand gesture recognition based on deep learning”, in Neural Computing & Applications “Multimodal Deep Unfolding for Guided Image Super-Resolution”, in IEEE Transactions on Image Processing 2018 “Accurate label-free 3-part leukocyte recognition with single cell lens-free imaging flow cytometry”, in Computers in Biology and Medicine “Fast and robust Fourier domain-based classification for on-chip lens-free flow cytometry”, in Optics Express “Dictionary Learning-based, Directional and Optimized Prediction for Lenslet Image Coding”, in IEEE Transactions on Circuits and Systems for Video Technology 2017 “Multi-Modal Dictionary Learning for Image Separation With Application In Art Investigation”, in IEEE Transactions on Image Processing “Cradle Removal in X-Ray Images of Panel Paintings”, in IPOL Journal - Image Processing On Line 2016 “Removal of Canvas Patterns in Digital Acquisitions of Paintings”, in IEEE Transactions on Image Processing “Removing Cradle Artifacts in X-Ray Images of Paintings”, in SIAM Journal on Imaging Sciences 2015 “Image Processing for Art Investigation”, in Electronic Letters on Computer Vision and Image Analysis “Digital Image Processing of The Ghent Altarpiece: Supporting the painting's study and conservation treatment”, in IEEE Signal Processing Magazine 2013 “Crack detection and inpainting for virtual restoration of paintings: The case of the Ghent Altarpiece”, in Signal Processing 2012 “Digital canvas removal in paintings”, in Signal Processing “Inzoomen op het Lam Gods”, in Eos Magazine “Closer to Van Eyck - an Artwork in Digital Image Processing”, in DSP Valley Newsletter 2010 “Een blik achter het schilderij”, in Eos Magazine Conference Publications 2020 “Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers”, in 28th European Signal Processing Conference “Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors”, in IEEE International Conference on Image Processing 2019 “Learned multimodal convolutional sparse coding for guided image super-resolution”, in IEEE International Conference on Image Processing (ICIP) 2019 “Multimodal image super-resolution via deep unfolding with side Information”, in European Signal Processing Conference (EUSIPCO) 2019 2018 “Towards a CAD System for Breast Cancer Based on Individual Microcalcifications?”, in 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services “Twitter User Geolocation using Deep Multiview Learning”, in IEEE International Conference on Acoustics, Speech and Signal Processing “Deep Learning in EMG-based Gesture Recognition”, in PhyCS 2018 - Proceedings of the 5th International Conference on Physiological Computing Systems 2017 “Efficient directional and L1-optimized intra-prediction for light field image compression”, in IEEE International Conference on Image Processing 2017 2016 “L1-optimized linear prediction for light field image compression”, in 32nd Picture Coding Symposium “X-ray image separation via coupled dictionary learning”, in IEEE International Conference on Image Processing (ICIP), 2016 2014 “Digital Cradle Removal in X-ray Images of Art Paintings”, in IEEE International Conference on Image Processing (ICIP 2014) 2013 “Bayesian crack detection in ultra high resolution multimodal images of paintings”, in 18th International Conference on Digital Signal Processing (DSP 2013) 2011 “Digital painting analysis, at the cross section of engineering, mathematics and culture” “Spatiogram features to characterize pearls in paintings”, in 18th IEEE International Conference on Image Processing (ICIP 2011), Brussels, Belgium “Virtual Restoration of the Ghent Altarpiece Using Crack Detection and Inpainting”, in Advanced Concepts for Intelligent Vision Systems (ACIVS) 2011, Ghent, Belgium 2010 “Experimental study of canvas characterization for paintings”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Multispectral imaging for digital painting analysis: a Gauguin case study”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet 2009 “Report on Digital Image Processing for Art Historians”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet 2008 “Design and Evaluation of Sparse Quantization Index Modulation Watermarking Schemes”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet Book Publications 2019 “A Hilbert curve based representation of sEMG signals for gesture recognition”, in Proceedings of the 26th International Conference on Systems, Signals and Image Processing (IWSSIP) “Improved gesture recognition based on sEMG signals and TCN”, in 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings “Hand Gesture Recognition Based on EMG Data: A Convolutional Neural Network Approach”, in Holzinger A., Pope A., Plácido da Silva H. (eds) Physiological Computing Systems. PhyCS 2016, PhyCS 2017, PhyCS 2018. Lecture Notes in Computer Science 2018 “Deep Learning in EMG-based Gesture Recognition”, in Proceedings of the 5th International Conference on Physiological Computing Systems - Volume 1: PhyCS “Deep Learning in Gesture Recognition Based on sEMG Signals”, in Learning Approaches in Signal Processing “Deep Learning in Gesture Recognition Based on sEMG Signals”, in Learning Approaches in Signal Processing 2016 “Rejuvenating (and aging) the Ghissi Altarpiece”, in Reunited: An art historical and digital adventure 2014 “Virtual Restoration and Mathematical Analysis of Pearls in the Adoration of the Mystic Lamb”, in Het Lam Gods Series of Lectures Reports 2011 “Vorderingsverslag doctoraat 2010-2011: Directionele Basistransformaties - Theorie en Applicaties” 2010 “Vorderingsverslag doctoraat 2009-2010: ?Directionele Basistransformaties - Theorie and Applicaties” 2009 “Vorderingsverslag doctoraat 2008-2009: Directionele Basistransformaties - Theorie and Applicaties” Other Publications 2019 “Computer Aided Detection and Diagnosis System for Breast Cancer Detection Based on High Resolution 3D micro-CT Breast Microcalcifications” 2018 “Can Analysis of Individual Microcalcifications Lead to a CAD System for Breast Cancer?” 2014 “Bayesian crack detection in high resolution data”, in iTWIST 14 international Traveling Workshop on Interactions between Sparse models and Technology, Namur, Belgium 2012 “Highlights as Anchor Points in Jan van Eyck’s Inverse Optics”, in Symposium XVIII for the Study of Underdrawing and Technology in Paintings “Spatiogram features to characterize pearls in the Ghent altarpiece”, in Symposium XVIII for the Study of Underdrawing and Technology in Paintings 2010 “Craquelure inpainting in art work”, in Vision and Material - Interaction between Art and Science in Jan van Eyck’s Time, (24-26 November 2010), (VLAC), Brussels (Belgium) “Pearls and beads in Jan van Eyck’s paintings”, in Vision and Material - Interaction between Art and Science in Jan van Eyck’s Time, (24-26 November 2010), (VLAC), Brussels (Belgium) “Teaching a computer about shapes in paintings”, in Vision and Material - Interaction between Art and Science in Jan van Eyck’s Time, (24-26 November 2010), (VLAC), Brussels (Belgium)
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