Publications

. Information feedback loop for improved pedestrian detection in an autonomous perception system. The 21st IEEE International Conference on Intelligent Transportation Systems ITSC, 2018.

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. How Size and Relative Contrast Can Improve Specular Highlight Detection. SITIS’18 Proceedings of the 2018 14th International Conference on Signal-Image Technology and Internet-Based Systems, 2018.

. Joint sparsity based sparse subspace clustering for hyperspectral images. IEEE Conference on International Conference on Image Processing (ICIP), 2018.

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. Surface-based GICP. Proceedings of the 15th Conference on Computer and Robot Vision (CRV), 2018.

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. Spectral Calibration for Close-Range Hyperspectral Images. 2018 Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote sensing (WHISPERS), 2018.

. Occlusion-Robust Detector Trained with Occluded Pedestrians. Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,, 2018.

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. Left Atrial Appendage Segmentation in 3D CCTA Images. International Conference on Smart Systems and Technologies, PhD Forum Book of Abstracts, 2018.

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

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. Foreword to the special Issue on Hyperspectral remote sensing and imaging spectroscopy. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018.

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. Deep Marching Cubes: Learning Explicit Surface Representations. The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.

. A fast one-pixel wide contour detection method for shapes contour traversal in binary images. Proceedings of International Conference on Smart Systems and Technologies 2018, 2018.

. A comparison on feature fusion of APEX hyperspectral and LiDAR data for tree species classification. International Symposium of SFEM2018/IUFRO 4.02.02, Theme: Combining Multiple Inventory Techniques and Management Science to Preserve the Forest Ecosystem for Future Generations, 2018.

. A Hybrid Fusion Based Frontal-Lateral Collaborative Pedestrian Detection and Tracking. 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), 2017.

. Robust joint sparsity model for hyperspectral image classification. IEEE Conference on International Conference on Image Processing (ICIP), 2017.

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. Multi-resolution ICP for the Efficient Registration of Point Clouds based on Octrees. 2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA), 2017.

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. Pre-processing and Classification of Hyperspectral Imagery via Selective Inpainting. International Conference on Acoustics, Speech, and Signal Processing 2017 (ICASSP2017), 2017.

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. Occlusion Robust Symbol Level Fusion for Multiple People Tracking. 12th International Conference on Computer Vision Theory and Applications (VISAPP2017), 2017.

. iFAS : image fidelity assessment. Proceedings of the 6th International Workshop Computational Color Imaging, 2017.

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. Semantic classification of urban trees using very high resolution satellite imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017.

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. Observing human activity through sensing. Participatory sensing, opinions and collective awareness, 2017.

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. Image processing for research on the "Ghent altarpiece". Workshop practice in early Netherlandish painting : case studies from Van Eyck through Gossart, 2017.

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

. Exploiting reflectional and rotational invariance in single image superresolution. 2017 IEEE Conference On Computer Vision And Pattern Recognition Workshops (CVPRW), 2017.

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. Efficient 3D mapping using lidar data. 17th Faculty of Engineering and Architecture Research Symposium (FEARS), 2017.

. Centralized Collaborative Sparse Unmixing for Hyperspectral Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017.

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. Static Fourier Transform Hyperspectral Imaging Polarimeter. 8th workshop on hyperspectral image and signal processing: evolution in remote sensing (WHISPERS 2016), 2016.

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. Spectral-spatial classification for Hyperspectral image by bilateral filtering and morphological features. 8th workshop on hyperspectral image and signal processing: evolution in remote sensing (WHISPERS 2016), 2016.

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. Paint Loss Detection in Old Paintings by Sparse Representation Classification. International Traveling Workshop On Interactions Between Sparse Models And Technology, 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 (Whispers), 2016.

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

. Double Reweighted Sparse Regression for Hyperspectral Unmixing. 2016 IEEE Geoscience and Remote Sensing International Symposium (IGARSS 2016), 2016.

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. Evaluating color difference measures in images. Eighth International Conference on Quality of Multimedia Experience (QoMEX), 2016.

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. Multiple People Tracking in Smart Camera Networks By Greedy Joint-Likelihood Maximization. 11th International Conference on Computer Vision Theory and Applications (VISAPP2016), 2016.

. Validation of 'WaVelocity' image analysis toolbox for cardiac magnetic resonance pulse wave velocity measurements. Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2016), 2016.

. Transport and traffic analytics in smart cities. Fifth International Conference on Data Analytics, 2016.

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. Towards More Efficient Use of Office Space. Proceedings of the 10th International Conference on Distributed Smart Cameras, 2016.

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. Superpixel quality in microscopy images: the impact of noise & denoising. XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016, 2016.

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. Sparse MRI with a Markov Random Field Prior for the Subband Coefficients. Proceedings of the third International Traveling Workshop on Interactions between Sparse models and Technology (iTWIST’16), 2016.

. Robust Matching of Occupancy Maps for Odometry in Autonomous Vehicles. Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP), 2016.

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. Influence of study design in psycho-visual image quality evaluation: why a specific clinical task?. AidPath Industrial workshop on digital pathology : Image Quality in Digital Pathology from Slide Acquisition to Visualization, 2016.

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. Image Restoration Using Deep Learning. Annual machine learning conference of Belgium and The Netherlands (Benelearn 2016), 2016.

. HDR video synthesis for vision systems in dynamic scenes. Proceedings of SPIE, Applications of Digital Image Processing XXXIX, 2016.

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. Feature Extraction of Hyperspectral Images with Semi-Supervised Graph Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016.

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. Determining the relative position of vehicles considering bidirectional traffic scenarios in VANETS. Proceedings of the 2nd Workshop on Experiences in the Design and Implementation of Smart Objects, 2016.

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. Decreasing Time Consumption of Microscopy Image Segmentation Through Parallel Processing on the GPU. Advanced Concepts for Intelligent Vision Systems: 17th International Conference, ACIVS 2016, Lecce, Italy, October 24-27, 2016, Proceedings, 2016.

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. Consistent ICP for the registration of sparse and inhomogeneous point clouds. 2016 IEEE Sixth International Conference on Communications and Electronics (ICCE), 2016.

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. C-EFIC: Color and Edge Based Foreground Background Segmentation with Interior Classification. Computer Vision, Imaging and Computer Graphics Theory and Applications: 10th International Joint Conference, VISIGRAPP 2015, Berlin, Germany, March 11-14, 2015, Revised Selected Papers, 2016.

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. A novel approach for inferring intersections from GPS traces. IEEE International Symposium on Geoscience and Remote Sensing IGARSS, 2016.

. 3D Object Finding Using Geometrical Constraints on Depth Images. Seventh International Conference on Knowledge and Systems Engineering (KSE), 2015.

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. Variational Multi-Image Stereo Matching. IEEE International Conference on Image Processing ICIP, 2015.

. Computing contrast ratio in images using local content information. Symposium on Signal Processing, Images and Computer Vision (STSIVA), 2015.

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. Detecting Changes of Transportation-Mode by Using Classification Data. 18th International Conference on Information Fusion (Fusion 2015), 2015.

. Compressed Sensing using sparse binary measurements: A rateless coding perspective. Signal Processing Advances in Wireless Communications (SPAWC), 2015 IEEE 16th International Workshop on, 2015.

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. 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 (WHISPERS 2015), 2015.

. Semi-supervised graph fusion of Hyperspectral and LiDAR Data for classification. IEEE International Symposium on Geoscience and Remote Sensing IGARSS, 2015.

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. Edge based foreground background estimation with interior/exterior classification. Proceedings of the 10th International Conference on Computer Vision Theory and Applications, 2015.

. Spatio-Temporal Object Recognition. Advanced Concepts for Intelligent Vision Systems (ACIVS), 2015.

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. Shape-from-silhouettes algorithm with built-in occlusion detection and removal. International Conference on Computer Vision Theory and Applications, Proceedings (VISAPP), 2015.

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. Multiview image sequence enhancement. Proc. SPIE, Image Processing: Algorithms and Systems XIII, 2015.

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. Curvature-based human body parts segmentation in physiotherapy. 10th International Conference on Computer Vision Theory and Applications, Proceedings (VISAPP), 2015.

. A new 360-degree immersive game controller. Proceedings of the 9th International Conference on Distributed Smart Camera, 2015.

. Estimating Blur at the Brain Gray-White Matter Boundary for FCD Detection in MRI. The 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014.

. The potential of tandem photovoltaic solar cells for indoor applications. Proceedings of the 1st International e-Conference on Energies, 2014.

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. Road Network Inference from GPS Traces Using DTW Algorithm. Intelligent Transportation Systems (ITSC), 2014 17th International IEEE Conference on, 2014.

. PhD Forum: Extracting Similar Patterns of Behavior with a Network of Binary Sensors. Proceedings of the International Conference on Distributed Smart Cameras, 2014.

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. 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.

. GPU-based parallel kernel PCA feature extraction for hyperspectral images. International conference on remote sensing and wireless communications (RSWC 2014), 2014.

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

. Behavior analysis for aging-in-place using similarity heatmaps. 8th ACM/IEEE international conference on Distributed Smart Cameras, Proceedings, 2014.

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

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. A full reference video quality measure based on motion differences and saliency maps evaluation. Proceedings of the 9th International Conference on Computer Vision Theory and Applications, PANORAMA special session, 2014.

. New Insights In Huber And TV-like Regularizers In Microwave Imaging. Image Processing (ICIP), 2013 20th IEEE International Conference on, 2013.

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. Three-Dimensional Quantitative Microwave Imaging of Realistic Numerical Breast Phantoms Using Huber Regularization. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 2013.

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. A realistic volume conductor model of the neonatal head: methods, challenges and applications. Proceedings of the 35th Annual International IEEE Engineering in Medicine and Biology Society Conference (EMBS), 2013.

. A Novel Tracing Method for the Segmentation of Cell Wall Networks. Proc. of Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’13), 2013.

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

. Multiple Leaf Tracking Using Computer Vision Methods with Shape Constraints. *Proc. of the International Conference on Sensing Technologies for Biomaterial, Food, and Agriculture (SeTBio2013) *, 2013.

. Sparse optical flow regularization for real-time visual tracking. Multimedia and Expo (ICME), 2013 IEEE International Conference on, 2013.

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. Real-time, Long-term hand tracking with unsupervised initialization. Proceedings of 2013 IEEE International Conference on Image Processing (ICIP 2013), 2013.

. Real-time emotion classification of tweets. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Abstracts, 2013.

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

. Quality and stability of compressed sensing schemes in the fast spin echo sequence. Conference on Imaging the brain at different scales: How to integrate multiscale structural information, 2013.

. Parameter-Unaware Autocalibration for Occupancy Mapping. Proc. Seventh ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), 2013.

. Lane Identification based on Robust Visual Odometry. Intelligent Transportation Systems (ITSC), 2013 16th International Conference on (2013), 2013.

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

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. Depth video enhancement for 3D displays. SID Mid-Europe Chapter Spring Meeting 2013, Abstracts, 2013.

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

. Markov Random Field Based Image Inpainting With Context-Aware Label Selection. Proceedings of 2012 IEEE International Conference on Image Processing (ICIP 2012), 2012.

. Combined Non-Local and Multi-Resolution Sparsity Prior in Image Restoration. Proceedings of 2012 IEEE International Conference on Image Processing (ICIP 2012), 2012.

. A Primal-Dual Algorithm For Joint Demosaicing And Deconvolution. Proceedings of 2012 IEEE International Conference on Image Processing (ICIP 2012), 2012.

. Generalized PCM Coding of Images. IEEE Transactions on Image Processing, 2012.

. Centerline calculation for extracting abdominal aorta in 3-D MRI images. 2012 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012.

. Optimizing Image Quality using Test Signals: Trading off Blur, Noise and Contrast. Fourth International Workshop on Quality of Multimedia Experience (QoMEX2012), 2012.

. On the Evaluation of K-Space Trajectories for Under-Sampled MR Acquisition. Fourth International Workshop on Quality of Multimedia Experience (QoMEX2012), 2012.

. On density compensation in Bayesian k-space trajectory optimization. Proc. 20th Annual Meeting of International Society for Magnetic Resonance in Medicine Chapter (ISMRM), 2012.

. Color Image Restoration and Reconstruction. Proc. International Traveling Workshop for Interacting Sparse Models and Technology (iTWIST), 2012.

. Artifact-free resolution enhancement using a shearlet sparsity prior. Proc. 20th Annual Meeting of International Society for Magnetic Resonance in Medicine Chapter (ISMRM), 2012.

. Total Least Square Kernel Regression. Journal of Visual Communication and Image Representation, 2012.

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. Real-time hand tracking by invariant hough forest detection. Image Processing (ICIP), 2012 19th IEEE International Conference on, 2012.

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. Communicationless navigation through robust visual odometry. Proc. IEEE International Conference on Intelligent Transportation Systems - ITSC, 2012.

. Best View Selection With Geometric Feature Based Face Recognition. Proceedings of 2012 IEEE International Conference on Image Processing (ICIP 2012), 2012.