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Click here for this list in IEEE format.
Journal Publications 2020 “Graph-Deep-Learning-Based Inference of Fine-Grained Air Quality From Mobile IoT Sensors”, in IEEE Internet of Things Journal “POLICY BRIEF #36: COVID-19 information on Social Media in Europe: A threat or a blessing?”, in SMIT policy briefs “Multimodal Deep Unfolding for Guided Image Super-Resolution”, in IEEE Transactions on Image Processing “DeepFPC: A Deep Unfolded Network for Sparse Signal Recovery from 1-Bit Measurements With Application to DOA Estimation”, in Signal Processing 2019 “Online Sequential Compressed Sensing with Multiple Information for Through-the-Wall Radar Imaging”, in IEEE Sensors Journal “Multimodal Image Super-resolution via Joint Sparse Representations induced by Coupled Dictionaries”, in IEEE Transactions on Computational Imaging “Deep coupled-representation learning for sparse linear inverse problems with side information”, in IEEE Signal Processing Letters “Geometric Matrix Completion with Deep Conditional Random Fields”, in IEEE Transactions on Neural Networks and Learning Systems “Automatic Multi-Camera Extrinsic Parameter Calibration Based on Pedestrian Torsors”, in Sensors (Switzerland) 2018 “Compressive Online Robust Principal Component Analysis via n-l
1 Minimization”, in IEEE Transactions on Image Processing “Twitter data analysis for studying communities of practice in the media industry”, in Telematics and Informatics “Learning Discrete Matrix Factorization Models”, in IEEE Signal Processing Letters “Random Subsampling and Data Preconditioning for Ground Penetrating Radars”, in IEEE Access “Compressed sensing mm-wave SAR for non-destructive testing applications using multiple weighted side information”, in Sensors (Switzerland) “Sparse signal recovery with multiple prior information: algorithm and measurement bounds”, in Signal Processing 2017 “Multi-Modal Dictionary Learning for Image Separation With Application In Art Investigation”, in IEEE Transactions on Image Processing “Review and Classification of Multichannel MAC Protocols for Low-Power and Lossy Networks”, in IEEE Access “Compressed sensing with prior Information: Strategies, geometry, and bounds”, in IEEE Transactions on Information Theory “Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery”, in Remote Sensing “Multiterminal Source Coding with Copula Regression for Wireless Sensor Networks Gathering Diverse Data”, in IEEE Sensors Journal “Bounds and Conditions for Compressive Digital Holography Using Wavelet Sparsifying Bases”, in IEEE Transactions on Computational Imaging “Heterogeneous networked data recovery from compressive measurements using a copula prior”, in IEEE Transactions on Communications “A Review of Urban Air Pollution Monitoring and Exposure Assessment Methods”, in ISPRS International Journal of Geo-Information 2016 “On the rate-distortion function for binary source coding with side information”, in IEEE Transactions on Communications “Decentralized time-synchronized channel swapping for ad hoc wireless networks”, in IEEE Transactions on Vehicular Technology “Real-time distributed video coding for 1K-pixel visual sensor networks”, in Journal of Electronic Imaging “Adaptive-rate reconstruction of time-varying signals with application in compressive foreground extraction”, in IEEE Transactions on Signal Processing 2015 “Fast Desynchronization For Decentralized Multichannel Medium Access Control”, in IEEE Transactions on Communications “Distributed Joint Source-Channel Coding With Copula-Function-Based Correlation Modeling for Wireless Sensors Measuring Temperature”, in IEEE Sensors Journal 2014 “Progressively refined Wyner-Ziv video coding for visual sensors”, in ACM Transactions on Sensor Networks “The No-Rate-Loss Property of Wyner-Ziv Coding in the Z-Channel Correlation Case”, in Communications Letters, IEEE “Maximum Likelihood Laplacian Correlation Channel Estimation in Layered Wyner-Ziv Coding”, in IEEE Transactions on Signal Processing 2013 “Encoder-driven rate control and mode decision for distributed video coding”, in EURASIP Journal on Advances in Signal Processing 2012 “Symmetric Scalable Multiple Description Scalar Quantization”, in IEEE Transactions on Signal Processing “Probabilistic motion-compensated prediction in distributed video coding”, in Multimedia Tools and Applications “Wyner-Ziv video coding for wireless lightweight multimedia applications”, in EURASIP Journal on Wireless Communications and Networking “Maximum likelihood motion compensation for distributed video coding”, in Integrated Computer-Aided Engineering “Distributed video coding with feedback channel constraints”, in IEEE Transactions on Circuits and Systems for Video Technology “Decoder-driven mode decision in a block-based distributed video codec”, in Multimedia Tools and Applications “Efficient low-delay distributed video coding”, in IEEE Transactions on Circuits and Systems for Video Technology “Side-information dependent correlation channel estimation in hash-based distributed video coding”, in IEEE Transactions on Image Processing 2010 “Exploiting quantization and spatial correlation in virtual-noise modeling for distributed video coding”, in Signal Processing: Image Communication “Rate-distortion driven decoder-side bitplane mode decision for distributed video coding”, in Signal Processing: Image Communication “Hybrid TOA-AOA location positioning techniques in GSM networks”, in Wireless Personal Communications 2009 “Overlapped block motion estimation and probabilistic compensation with application in distributed video coding”, in IEEE Signal Processing Letters Conference Publications 2020 “Graph Auto-encoder For Graph Signal Denoising”, in 2020 IEEE International Conference on Acoustics, Speech and Signal Processing “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 “A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation”, in 28th European Signal Processing Conference “imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A Multilabel BERT-based system for predicting COVID-19 events”, in Conference on Empirical Methods in Natural Language Processing (and forerunners) (2020) “Temporal Collaborative Filtering with Graph Convolutional Neural Networks”, in International Conference on Pattern Recognition (ICPR) “Mapping Air Quality in IoT Cities: Cloud Calibration and Air Quality Inference of Sensor Data”, in IEEE SENSORS 2020 “Deep-Learning-based Hyperlocal Air Quality Monitoring for Smart Cities”, in 10th International Congress on Environmental Modelling and Software (iEMSs 2020) 2019 “Matrix Completion with Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference”, in 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing “Fake news detection using deep Markov random fields”, in Annual Conference of the North American Chapter of the Association for Computational Linguistics “Rumour detection via news propagation dynamics and user representation learning”, in IEEE Data Science Workshop “Learned multimodal convolutional sparse coding for guided image super-resolution”, in IEEE International Conference on Image Processing (ICIP) 2019 “Designing recurrent neural networks by unfolding an L1-L1 minimization algorithm”, in IEEE International Conference on Image Processing “Multimodal image super-resolution via deep unfolding with side Information”, in European Signal Processing Conference (EUSIPCO) 2019 “Automatic extrinsic calibration of camera networks based on pedestrians”, in International Conference on Distributed Smart Cameras “BRUBIKE: A dataset of bicycle traffic and weather conditions for predicting cycling flow”, in IEEE International Smart Cities Conference “Visualization of real-time heterogeneous smart city data using virtual reality”, in IEEE International Smart Cities Conference “Context-based analysis of urban air quality using an opportunistic mobile sensor network”, in EAI International Conference on Sensor Systems and Software - S-CUBE 2019 2018 “Deep learning sparse ternary projections for compressed sensing of images”, in IEEE Global Conference on Signal and Information Processing “Exploring Side Information for DVB-t-based Passive Radars”, in URSI Benelux Forum 2018 “Online Sequential Compressed Sensing with Weighted Multiple Side Information for Through the Wall Imaging”, in URSI Benelux Forum 2018 “Extendable Neural Matrix Completion”, in IEEE International Conference on Acoustics, Speech and Signal Processing “Twitter User Geolocation using Deep Multiview Learning”, in IEEE International Conference on Acoustics, Speech and Signal Processing “Compressive online decomposition of dynamic signals via n-l1 minimization with clustered priors”, in IEEE Statistical Signal Processing Workshop “Data aggregation and recovery for the internet of things: A compressive demixing approach”, in 2018 IEEE Wireless Communications and Networking Conference, WCNC 2018 “Online decomposition of compressive streaming data using n-l1 cluster-weighted minimization”, in Data Compression Conference “Regularizing autoencoder-based matrix completion models via manifold learning”, in 2018 26th European Signal Processing Conference, EUSIPCO 2018 2017 “Compressive online robust principle component analysis with multiple prior information”, in IEEE Global Conference on Signal and Information Processing “A framework for learning affine transformations for multimodal sparse reconstruction”, in SPIE Wavelets and Sparsity XVII “Reweighted L1-norm minimization with guarantees: An incremental measurement approach to sparse reconstruction”, in Signal Processing with Adaptive Sparse Structured Representations Workshop “Rate-distortion trade-offs in acquisition of signal parameters”, in IEEE International Conference on Acoustics, Speech, and Signal Processing “Compressed Sensing SAR Through-the-Wall Imaging with Side Information”, in 26th URSI Benelux Forum “Compressive Sensing and DVB-T-Based Passive Coherent Location”, in 26th URSI Benelux Forum 2016 “X-ray image separation via coupled dictionary learning”, in IEEE International Conference on Image Processing (ICIP), 2016 “Achievability of the rate-distortion function in binary uniform source coding with side information”, in IEEE International Conference on Telecommunications “Twitter Data Clustering and Visualization”, in International Conference on Telecommunications ཌ “Compressed sensing mm-wave SAR for non-destructive testing applications using side information”, in 2016 IEEE Radar Conference, RadarConf 2016 “Internet-of-Things Data Aggregation Using Compressed Sensing with Side Information”, in International Conference on Telecommunications ཌ “The rate loss in binary source coding with decoder side information”, in IEEE Data Compression Conference DCC 2016 “Bayesian Compressed Sensing with Heterogeneous Side Information”, in IEEE Data Compression Conference DCC 2016 “Compressed sensing and defect-based dictionaries for characteristics extraction in mm-wave non-destructive testing”, in International Conference on Infrared, Millimeter and Terahertz Wave “Coupled dictionary learning for multimodal image super-resolution”, in GlobalSIPཌ “Distributed coding of multiview sparse sources with joint recovery”, in 32nd Picture Coding Symposium “Measurement matrix design for compressive sensing with side information at the encoder”, in 2016 IEEE Workshop on Statistical Signal Processing (SSP 2016) “Reference-based compressed sensing: A sample complexity approach”, in IEEE International Conference on Acoustics, Speech, and Signal Processing: ICASSP 2016. 2015 “Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case”, in GlobalSIP 2015 “Demo: Real-Time Distributed Video Coding Simulator for 1K-Pixel Visual Sensor”, in 9th ACM International Conference on Distributed Smart Cameras “Decentralized multichannel medium access control: viewing desynchronization as a convex optimization method”, in the 14th International Conference on Information Processing in Sensor Networks “Decentralized time-synchronized channel swapping”, in the 14th International Conference on Information Processing in Sensor Networks “Dynamic sparse state estimation using L1-L1 minimization: Adaptive-rate measurement bounds, algorithms and applications”, in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) “Perceptual video quality estimation by regression with myopic experts”, in 2015 Seventh International Workshop on Quality of Multimedia Experience (QoMEX) 2014 “Embedded Cross-Decoding Scheme for Multiple Description Based Distributed Source Coding”, in 22nd European Signal Processing Conference, EUSIPCO 2014 2013 “Transform-domain Wyner-Ziv video coding for 1K-pixel visual sensors”, in ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC2013 “Demo: Depth estimation for 1K-pixel stereo visual sensors”, in Distributed Smart Cameras (ICDSC), 2013 Seventh International Conference on “Demo: Intra-frame compression for 1K-pixel visual sensors”, in Distributed Smart Cameras (ICDSC), 2013 Seventh International Conference on “Efficient intra-frame video coding for low-resolution wireless visual sensors”, in 18th International Conference on Digital Signal Processing (DSP 2013) “Optimized Segmentation of H.264/AVC Video for HTTP Adaptive Streaming”, in Optimized Segmentation of H.264/AVC Video for HTTP Adaptive Streaming “Genome Sequence Compression with Distributed Source Coding”, in Data Compression Conference (DCC), 2013 2012 “An Optimization Algorithm for Scalable Multiple Description Scalar Quantizers”, in 2012 International Symposium on Information Theory and its Applications (ISITA2012) “Joint successive correlation estimation and side information refinement in distributed video coding”, in 20th European Signal Processing Conference (EUSIPCO-2012) “Iterative Wyner-Ziv decoding and successive side-information refinement in feedback channel-free hash-based distributed video coding”, in SPIE, Applications of Digital Image Processing: Volume XXXV “Compression scheme for increasing the lifetime of wireless intelligent sensor networks”, in 20th European Signal Processing Conference “Feedback-constrained Wyner-Ziv video coding”, in Picture Coding Symposium, PCS 2012 2011 “A Model-Based Analysis of Scalable Multiple Description Coding”, in IEEE International Conference on Digital Signal Processing, DSP 2011 “A probabilistic predictor for side information generation in distributed video coding”, in IEEE International Conference on Digital Signal Processing, DSP 2011 “Maximum likelihood estimation for the generation of side information in distributed video coding”, in 18th International Conference on Systems, Signals and Image Processing (IWSSIP2011) “Distributed coding of endoscopic video”, in IEEE International Conference on Image Processing, ICIP2011 “A statistical approach to create side information in distributed video coding”, in ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC2011 “Demo: Distributed video coding applications in wireless multimedia sensor networks”, in ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC2011 “Efficient hash-driven Wyner-Ziv video coding for visual sensors”, in ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC2011 “Joint DC coefficient band decoding and motion estimation in Wyner-Ziv video coding”, in IEEE International Conference on Digital Signal Processing, DSP 2011 “Intra-WZ quantization mismatch in distributed video coding”, in IEEE International Conference on Image Processing, ICIP2011 2010 “Correlation modeling with decoder-side quantization distortion estimation for distributed video coding”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Bitplane intra coding with decoder-side mode decision in distributed video coding”, in IEEE International Conference on Image Processing (ICIP 2010) 2009 “Spatial-domain unidirectional DVC with side-information dependent correlation channel estimation”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Correlation channel estimation in pixel-domain distributed video coding”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “On the Side-Information Dependency of the Temporal Correlation in Wyner-Ziv Video Coding”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Feedback channel free pixel-domain distributed video coding”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Modeling the correlation noise in spatial domain distributed video coding”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet Book Publications 2017 “Distributed Data Aggregation and Compression for 5G Virtual RAN IoT Sensor Applications”, in 5G Radio Access Networks: Centralized RAN, Cloud-RAN and Virtualization of Small Cells “5G Virtual RAN uplink cell planning cross layer design to support massive Sensor Network Services”, in 5G Radio Access Network (RAN) - Centralized RAN, Cloud-RAN and Virtualization of Small Cells 2011 “Correlation Noise Estimation in Distributed Video Coding”, in Effective Video Coding for Multimedia Applications 2010 “Compensating for motion estimation inaccuracies in distributed video coding”, in Lecture Notes in Computer Science
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