GF-LRP: A Method for Explaining Predictions Made by Variational Graph Auto-Encoders - Esther Rodrigo Bonet; Nikos Deligiannis (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Semi-supervised medical image classification via distance correlation minimization and graph attention regularization - Abel Díaz Berenguer; Maryna Kvasnytsia; Matías Nicolás Bossa; Tanmoy Mukherjee; Nikos Deligiannis; Hichem Sahli (Medical Image Anal., 2024)

The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data - Luuk H. Boulogne; Julian Lorenz; Daniel Kienzle; Robin Schön; Katja Ludwig; Rainer Lienhart; Simon Jégou; Guang Li; Cong Chen; Qi Wang; Derik Shi; Mayug Maniparambil; et al. (Medical Image Anal., 2024)

Learned Parameter Compression for Efficient and Privacy-Preserving Federated Learning - Yiming Chen; Lusine Abrahamyan; Hichem Sahli; Nikos Deligiannis (IEEE Open J. Commun. Soc., 2024)

Few-Shot Classification with Meta-Learning for Urban Infrastructure Monitoring Using Distributed Acoustic Sensing - Huynh Van Luong; Nikos Deligiannis; Roman Wilhelm; Bernd Drapp (Sensors, 2024)

Visualizing and Understanding Contrastive Learning - Fawaz Sammani; Boris Joukovsky; Nikos Deligiannis (IEEE Trans. Image Process., 2024)

Long-Term Regional Influenza-Like-Illness Forecasting Using Exogenous Data - Eirini Papagiannopoulou; Matías Nicolás Bossa; Nikos Deligiannis; Hichem Sahli (IEEE J. Biomed. Health Informatics, 2024)

SNIPPET: A Framework for Subjective Evaluation of Visual Explanations Applied to DeepFake Detection - Yuqing Yang; Boris Joukovsky; José Oramas Mogrovejo; Tinne Tuytelaars; Nikos Deligiannis (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Deep Unfolding Transformers for Sparse Recovery of Video - Brent De Weerdt; Yonina C. Eldar; Nikos Deligiannis (IEEE Trans. Signal Process., 2024)

Unveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients - Yiming Chen; Xiangyu Yang; Nikos Deligiannis (Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXX, 2024)

Physics-Guided Graph Convolutional Deep Equilibrium Network for Environmental Data - Esther Rodrigo Bonet; Nikos Deligiannis (32nd European Signal Processing Conference, EUSIPCO 2024, Lyon, France, August 26-30, 2024, 2024)

Learned Layered Coding for Successive Refinement in the Wyner-Ziv Problem - Boris Joukovsky; Brent De Weerdt; Nikos Deligiannis (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024, 2024)

Physics-Guided Variational Graph Autoencoder For Air Quality Inference - Esther Rodrigo Bonet; Nikos Deligiannis (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024, 2024)

Co-Occurrence Graph-Enhanced Hierarchical Prediction of ICD Codes - Soha Sadat Mahdi; Eirini Papagiannopoulou; Nikos Deligiannis; Hichem Sahli (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024, 2024)

Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge - Fawaz Sammani; Nikos Deligiannis (Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 2024)

Holistic Representation Learning for Multitask Trajectory Anomaly Detection - Alexandros Stergiou; Brent De Weerdt; Nikos Deligiannis (IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024, Waikoloa, HI, USA, January 3-8, 2024, 2024)

Interpreting and Analyzing CLIP's Zero-Shot Image Classification via Mutual Knowledge - Fawaz Sammani; Nikos Deligiannis (CoRR, 2024)

A Review on Fact Extraction and Verification - Giannis Bekoulis; Christina Papagiannopoulou; Nikos Deligiannis (ACM Comput. Surv., 2023)

Underwater localization with binary measurements: From compressed sensing to deep unfolding - Yuqing Yang; Peng Xiao; Nikos Deligiannis (Digit. Signal Process., 2023)

Traffic event detection as a slot filling problem - Xiangyu Yang; Giannis Bekoulis; Nikos Deligiannis (Eng. Appl. Artif. Intell., 2023)

Model-Aware Deep Learning for the Clustering of Hyperspectral Images with Context Preservation - Xianlu Li; Nicolas Nadisic; Shaoguang Huang; Nikos Deligiannis; Aleksandra Pizurica (31st European Signal Processing Conference, EUSIPCO 2023, Helsinki, Finland, September 4-8, 2023, 2023)

Quantitative Evaluation of Video Explainability Methods via Anomaly Localization - Xinyue Zhang; Boris Joukovsky; Nikos Deligiannis (31st European Signal Processing Conference, EUSIPCO 2023, Helsinki, Finland, September 4-8, 2023, 2023)

Designing Transformer Networks for Sparse Recovery of Sequential Data Using Deep Unfolding - Brent De Weerdt; Yonina C. Eldar; Nikos Deligiannis (IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023, 2023)

Relevance Propagation through Deep Conditional Random Fields - Xiangyu Yang; Boris Joukovsky; Nikos Deligiannis (IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023, 2023)

A Review of Deep Learning Methods for Automated Clinical Coding - Soha Sadat Mahdi; Nikos Deligiannis; Hichem Sahli (15th International Conference on Computer and Automation Engineering, ICCAE 2023, Sydney, Australia, March 3-5, 2023, 2023)

Leaping Into Memories: Space-Time Deep Feature Synthesis - Alexandros Stergiou; Nikos Deligiannis (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks - Fawaz Sammani; Nikos Deligiannis (IEEE/CVF International Conference on Computer Vision, ICCV 2023 - Workshops, Paris, France, October 2-6, 2023, 2023)

Visualizing Invariant Features in Vision Models - Fawaz Sammani; Boris Joukovsky; Nikos Deligiannis (24th International Conference on Digital Signal Processing, DSP 2023, Rhodes (Rodos), Greece, June 11-13, 2023, 2023)

Model-Agnostic Visual Explanations via Approximate Bilinear Models - Boris Joukovsky; Fawaz Sammani; Nikos Deligiannis (IEEE International Conference on Image Processing, ICIP 2023, Kuala Lumpur, Malaysia, October 8-11, 2023, 2023)

Locally Accumulated Adam For Distributed Training With Sparse Updates - Yiming Chen; Nikos Deligiannis (IEEE International Conference on Image Processing, ICIP 2023, Kuala Lumpur, Malaysia, October 8-11, 2023, 2023)

KORDI: A Framework for Real-Time Performance and Cost Optimization of Apache Spark Streaming - Athanasios Kordelas; Thanasis Spyrou; Spyros Voulgaris; Vasileios Megalooikonomou; Nikos Deligiannis (IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2023, Raleigh, NC, USA, April 23-25, 2023, 2023)

Evaluating Quality of Visual Explanations of Deep Learning Models for Vision Tasks - Yuqing Yang; Saeed Mahmoudpour; Peter Schelkens; Nikos Deligiannis (15th International Conference on Quality of Multimedia Experience, QoMEX 2023, Ghent, Belgium, June 20-22, 2023, 2023)

Leaping Into Memories: Space-Time Deep Feature Synthesis - Alexandros Stergiou; Nikos Deligiannis (CoRR, 2023)

The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data - Luuk H. Boulogne; Julian Lorenz; Daniel Kienzle; Robin Schön; Katja Ludwig; Rainer Lienhart; Simon Jégou; Guang Li; Cong Chen; Qi Wang; Derik Shi; Mayug Maniparambil; et al. (CoRR, 2023)

Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks - Fawaz Sammani; Nikos Deligiannis (CoRR, 2023)

Holistic Representation Learning for Multitask Trajectory Anomaly Detection - Alexandros Stergiou; Brent De Weerdt; Nikos Deligiannis (CoRR, 2023)

Learned layered coding for Successive Refinement in the Wyner-Ziv Problem - Boris Joukovsky; Brent De Weerdt; Nikos Deligiannis (CoRR, 2023)

Spatiotemporal air quality inference of low-cost sensor data: Evidence from multiple sensor testbeds - Jelle Hofman; Tien Huu Do; Xuening Qin; Esther Rodrigo Bonet; Wilfried Philips; Nikos Deligiannis; Valerio Panzica La Manna (Environ. Model. Softw., 2022)

Fine-Grained Urban Air Quality Mapping from Sparse Mobile Air Pollution Measurements and Dense Traffic Density - Xuening Qin; Tien Huu Do; Jelle Hofman; Esther Rodrigo Bonet; Valerio Panzica La Manna; Nikos Deligiannis; Wilfried Philips (Remote. Sens., 2022)

Designing CNNs for Multimodal Image Restoration and Fusion via Unfolding the Method of Multipliers - Iman Marivani; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (IEEE Trans. Circuits Syst. Video Technol., 2022)

Learned Gradient Compression for Distributed Deep Learning - Lusine Abrahamyan; Yiming Chen; Giannis Bekoulis; Nikos Deligiannis (IEEE Trans. Neural Networks Learn. Syst., 2022)

Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference - Esther Rodrigo Bonet; Tien Huu Do; Xuening Qin; Jelle Hofman; Valerio Panzica La Manna; Wilfried Philips; Nikos Deligiannis (IEEE Trans. Signal Inf. Process. over Networks, 2022)

NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks - Fawaz Sammani; Tanmoy Mukherjee; Nikos Deligiannis (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022, 2022)

Representation Learning with Information Theory to Detect COVID-19 and Its Severity - Abel Díaz Berenguer; Tanmoy Mukherjee; Yifei Da; Matías Nicolás Bossa; Maryna Kvasnytsia; Jef Vandemeulebroucke; Nikos Deligiannis; Hichem Sahli (Computer Vision - ECCV 2022 Workshops - Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part VII, 2022)

Conditional Variational Graph Autoencoder for Air Quality Forecasting - Esther Rodrigo Bonet; Tien Huu Do; Xuening Qin; Jelle Hofman; Valerio Panzica La Manna; Wilfried Philips; Nikos Deligiannis (30th European Signal Processing Conference, EUSIPCO 2022, Belgrade, Serbia, August 29 - Sept. 2, 2022, 2022)

Novel Class Discovery: A Dependency Approach - Tanmoy Mukherjee; Nikos Deligiannis (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022, 2022)

Gradient Variance Loss for Structure-Enhanced Image Super-Resolution - Lusine Abrahamyan; Anh Minh Truong; Wilfried Philips; Nikos Deligiannis (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022, 2022)

Entropy-Based Feature Extraction for Real-Time Semantic Segmentation - Lusine Abrahamyan; Nikos Deligiannis (2022 IEEE International Conference on Image Processing, ICIP 2022, Bordeaux, France, 16-19 October 2022, 2022)

Novel View Synthesis for Sparse RGB-D camera networks - Anh Minh Truong; Wilfried Philips; Nikos Deligiannis (14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, IVMSP 2022, Nafplio, Greece, June 26-29, 2022, 2022)

Gradient Variance Loss for Structure-Enhanced Image Super-Resolution - Lusine Abrahamyan; Anh Minh Truong; Wilfried Philips; Nikos Deligiannis (CoRR, 2022)

NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks - Fawaz Sammani; Tanmoy Mukherjee; Nikos Deligiannis (CoRR, 2022)

Visualizing and Understanding Self-Supervised Vision Learning - Fawaz Sammani; Boris Joukovsky; Nikos Deligiannis (CoRR, 2022)

Representation Learning with Information Theory for COVID-19 Detection - Abel Díaz Berenguer; Tanmoy Mukherjee; Matias Bossa; Nikos Deligiannis; Hichem Sahli (CoRR, 2022)

Entropy-Based Feature Extraction For Real-Time Semantic Segmentation - Lusine Abrahamyan; Nikos Deligiannis (CoRR, 2022)

Context-Aware Deep Markov Random Fields for Fake News Detection - Tien Huu Do; Marc Berneman; Jasabanta Patro; Giannis Bekoulis; Nikos Deligiannis (IEEE Access, 2021)

Graph convolutional neural networks with node transition probability-based message passing and DropNode regularization - Tien Huu Do; Duc Minh Nguyen; Giannis Bekoulis; Adrian Munteanu; Nikos Deligiannis (Expert Syst. Appl., 2021)

Designing Interpretable Recurrent Neural Networks for Video Reconstruction via Deep Unfolding - Huynh Van Luong; Boris Joukovsky; Nikos Deligiannis (IEEE Trans. Image Process., 2021)

Autoencoder-Based Gradient Compression for Distributed Training - Lusine Abrahamyan; Yiming Chen; Giannis Bekoulis; Nikos Deligiannis (29th European Signal Processing Conference, EUSIPCO 2021, Dublin, Ireland, August 23-27, 2021, 2021)

HCGM-Net: A Deep Unfolding Network for Financial Index Tracking - Ruben Pauwels; Evaggelia Tsiligianni; Nikos Deligiannis (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021, 2021)

Bias Loss for Mobile Neural Networks - Lusine Abrahamyan; Valentin Ziatchin; Yiming Chen; Nikos Deligiannis (2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021, 2021)

Street-level Air Quality Inference Based on Geographically Context-aware Random Forest Using Opportunistic Mobile Sensor Network - Xuening Qin; Tien Huu Do; Jelle Hofman; Esther Rodrigo Bonet; Valerio Panzica La Manna; Nikos Deligiannis; Wilfried Philips (ICIAI 2021: 2021 the 5th International Conference on Innovation in Artificial Intelligence, Xiamen, China, March 5-8, 2021, 2021)

Keynote Lecture : Gradient compression for efficient distributed deep learning - Nikos Deligiannis (20th International Symposium on Parallel and Distributed Computing, ISPDC 2021, Cluj-Napoca, Romania, July 28-30, 2021, 2021)

Interpretable Deep Learning for Multimodal Super-Resolution of Medical Images - Evaggelia Tsiligianni; Matina Zerva; Iman Marivani; Nikos Deligiannis; Lisimachos P. Kondi (Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part VI, 2021)

Generalization error bounds for deep unfolding RNNs - Boris Joukovsky; Tanmoy Mukherjee; Huynh Van Luong; Nikos Deligiannis (Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021, 2021)

reweighted-RNN: An Interpretable Recurrent Neural Network for Video Reconstruction via Deep Unfolding (Version 1) - Boris Joukovsky; Huynh Van Luong; Nikos Deligiannis (Zenodo, 2021)
Accessed on YYYY-MM-DD.

Learned Gradient Compression for Distributed Deep Learning - Lusine Abrahamyan; Yiming Chen; Giannis Bekoulis; Nikos Deligiannis (CoRR, 2021)

Bias Loss for Mobile Neural Networks - Lusine Abrahamyan; Valentin Ziatchin; Yiming Chen; Nikos Deligiannis (CoRR, 2021)

Traffic Event Detection as a Slot Filling Problem - Xiangyu Yang; Giannis Bekoulis; Nikos Deligiannis (CoRR, 2021)

Graph-Deep-Learning-Based Inference of Fine-Grained Air Quality From Mobile IoT Sensors - Tien Huu Do; Evaggelia Tsiligianni; Xuening Qin; Jelle Hofman; Valerio Panzica La Manna; Wilfried Philips; Nikos Deligiannis (IEEE Internet Things J., 2020)

DeepFPC: A deep unfolded network for sparse signal recovery from 1-Bit measurements with application to DOA estimation - Peng Xiao; Bin Liao; Nikos Deligiannis (Signal Process., 2020)

Multimodal Image Super-Resolution via Joint Sparse Representations Induced by Coupled Dictionaries - Pingfan Song; Xin Deng; João F. C. Mota; Nikos Deligiannis; Pier Luigi Dragotti; Miguel R. D. Rodrigues (IEEE Trans. Computational Imaging, 2020)

Multimodal Deep Unfolding for Guided Image Super-Resolution - Iman Marivani; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (IEEE Trans. Image Process., 2020)

Geometric Matrix Completion With Deep Conditional Random Fields - Duc Minh Nguyen; A. Robert Calderbank; Nikos Deligiannis (IEEE Trans. Neural Networks Learn. Syst., 2020)

imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A multilabel BERT-based system for predicting COVID-19 events - Xiangyu Yang; Giannis Bekoulis; Nikos Deligiannis (Proceedings of the Sixth Workshop on Noisy User-generated Text, W-NUT@EMNLP 2020 Online, November 19, 2020, 2020)

Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers - Iman Marivani; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (28th European Signal Processing Conference, EUSIPCO 2020, Amsterdam, Netherlands, January 18-21, 2021, 2020)

A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation - Huynh Van Luong; Boris Joukovsky; Yonina C. Eldar; Nikos Deligiannis (28th European Signal Processing Conference, EUSIPCO 2020, Amsterdam, Netherlands, January 18-21, 2021, 2020)

A Robust Deep Unfolded Network for Sparse Signal Recovery from Noisy Binary Measurements - Yuqing Yang; Peng Xiao; Bin Liao; Nikos Deligiannis (28th European Signal Processing Conference, EUSIPCO 2020, Amsterdam, Netherlands, January 18-21, 2021, 2020)

Graph Auto-Encoder for Graph Signal Denoising - Tien Huu Do; Duc Minh Nguyen; Nikos Deligiannis (2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020, 2020)

Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors - Iman Marivani; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, United Arab Emirates, October 25-28, 2020, 2020)

Spatiotemporal Air Quality Inference of Low-Cost Sensor Data; Application on a Cycling Monitoring Network - Jelle Hofman; Tien Huu Do; Xuening Qin; Esther Rodrigo Bonet; Martha E. Nikolaou; Wilfried Philips; Nikos Deligiannis; Valerio Panzica La Manna (Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part VI, 2020)

Temporal Collaborative Filtering with Graph Convolutional Neural Networks - Esther Rodrigo Bonet; Duc Minh Nguyen; Nikos Deligiannis (25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021, 2020)

Mapping Air Quality in IoT Cities: Cloud Calibration and Air Quality Inference of Sensor Data - Jelle Hofman; Martha E. Nikolaou; Tien Huu Do; Xuening Qin; Esther Rodrigo Bonet; Wilfried Philips; Nikos Deligiannis; Valerio Panzica La Manna (2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020)

Multimodal Deep Unfolding for Guided Image Super-Resolution - Iman Marivani; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (CoRR, 2020)

Interpretable Deep Recurrent Neural Networks via Unfolding Reweighted 120001\(_1\)-120001\(_1\) Minimization: Architecture Design and Generalization Analysis - Huynh Van Luong; Boris Joukovsky; Nikos Deligiannis (CoRR, 2020)

Graph Convolutional Neural Networks with Node Transition Probability-based Message Passing and DropNode Regularization - Tien Huu Do; Duc Minh Nguyen; Giannis Bekoulis; Adrian Munteanu; Nikos Deligiannis (CoRR, 2020)

Interpretable Deep Multimodal Image Super-Resolution - Iman Marivani; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (CoRR, 2020)

A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation - Huynh Van Luong; Boris Joukovsky; Yonina C. Eldar; Nikos Deligiannis (CoRR, 2020)

A Review on Fact Extraction and VERification: The FEVER case - Giannis Bekoulis; Christina Papagiannopoulou; Nikos Deligiannis (CoRR, 2020)

Temporal Collaborative Filtering with Graph Convolutional Neural Networks - Esther Rodrigo Bonet; Duc Minh Nguyen; Nikos Deligiannis (CoRR, 2020)

A Robust Deep Unfolded Network for Sparse Signal Recovery from Noisy Binary Measurements - Yuqing Yang; Peng Xiao; Bin Liao; Nikos Deligiannis (CoRR, 2020)

Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging - Abel Díaz Berenguer; Hichem Sahli; Boris Joukovsky; Maryna Kvasnytsia; Ine Dirks; Mitchel Alioscha-Pérez; Nikos Deligiannis; Panagiotis Gonidakis; Sebastián Amador Sánchez; Redona Brahimetaj; Evgenia Papavasileiou; Jonathan Cheung-Wai Chan; et al. (CoRR, 2020)

Automatic Multi-Camera Extrinsic Parameter Calibration Based on Pedestrian Torsors extdagger - Anh Minh Truong; Wilfried Philips; Nikos Deligiannis; Lusine Abrahamyan; Junzhi Guan (Sensors, 2019)

Deep Coupled-Representation Learning for Sparse Linear Inverse Problems With Side Information - Evaggelia Tsiligianni; Nikos Deligiannis (IEEE Signal Process. Lett., 2019)

Rumour Detection Via News Propagation Dynamics and User Representation Learning - Tien Huu Do; Xiao Luo; Duc Minh Nguyen; Nikos Deligiannis (IEEE Data Science Workshop, DSW 2019, Minneapolis, MN, USA, June 2-5, 2019, 2019)

Multimodal Image Super-resolution via Deep Unfolding with Side Information - Iman Marivani; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (27th European Signal Processing Conference, EUSIPCO 2019, A Coruña, Spain, September 2-6, 2019, 2019)

Matrix Completion with Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference - Tien Huu Do; Duc Minh Nguyen; Evaggelia Tsiligianni; Angel Lopez Aguirre; Valerio Panzica La Manna; Frank J. Pasveer; Wilfried Philips; Nikos Deligiannis (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019, 2019)

Automatic Extrinsic Calibration of Camera Networks Based on Pedestrians - Anh Minh Truong; Wilfried Philips; Junzhi Guan; Nikos Deligiannis; Lusine Abrahamyan (Proceedings of the 13th International Conference on Distributed Smart Cameras, ICDSC 2019, Trento, Italy, September 9-11, 2019, 2019)

Designing Recurrent Neural Networks by Unfolding an L1-L1 Minimization Algorithm - Hung Duy Le; Huynh Van Luong; Nikos Deligiannis (2019 IEEE International Conference on Image Processing, ICIP 2019, Taipei, Taiwan, September 22-25, 2019, 2019)

Learned Multimodal Convolutional Sparse Coding for Guided Image Super-Resolution - Iman Marivani; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (2019 IEEE International Conference on Image Processing, ICIP 2019, Taipei, Taiwan, September 22-25, 2019, 2019)

BRUBIKE: A Dataset of Bicycle Traffic and Weather Conditions for Predicting Cycling Flow - Steven Vanden Broucke; Luis Manuel Vidal Piña; Tien Huu Do; Nikos Deligiannis (2019 IEEE International Smart Cities Conference, ISC2 2019, Casablanca, Morocco, October 14-17, 2019, 2019)

Visualization of Real-Time Heterogeneous Smart City Data Using Virtual Reality - Steven Vanden Broucke; Nikos Deligiannis (2019 IEEE International Smart Cities Conference, ISC2 2019, Casablanca, Morocco, October 14-17, 2019, 2019)

Fake News Detection using Deep Markov Random Fields - Duc Minh Nguyen; Tien Huu Do; A. Robert Calderbank; Nikos Deligiannis (Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), 2019)

Context-Based Analysis of Urban Air Quality Using an Opportunistic Mobile Sensor Network - Xuening Qin; Ljiljana Platisa; Tien Huu Do; Evaggelia Tsiligianni; Jelle Hofman; Valerio Panzica La Manna; Nikos Deligiannis; Wilfried Philips (Science and Technologies for Smart Cities - 5th EAI International Summit, SmartCity360°, Braga, Portugal, December 4-6, 2019, Proceedings, 2019)

Geometric Matrix Completion with Deep Conditional Random Fields - Duc Minh Nguyen; A. Robert Calderbank; Nikos Deligiannis (CoRR, 2019)

Designing recurrent neural networks by unfolding an l1-l1 minimization algorithm - Hung Duy Le; Huynh Van Luong; Nikos Deligiannis (CoRR, 2019)

Rumour Detection via News Propagation Dynamics and User Representation Learning - Tien Huu Do; Xiao Luo; Duc Minh Nguyen; Nikos Deligiannis (CoRR, 2019)

Deep Coupled-Representation Learning for Sparse Linear Inverse Problems with Side Information - Evaggelia Tsiligianni; Nikos Deligiannis (CoRR, 2019)

Multimodal Image Super-resolution via Deep Unfolding with Side Information - Iman Marivani; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (CoRR, 2019)

DeepFPC: Deep Unfolding of a Fixed-Point Continuation Algorithm for Sparse Signal Recovery from Quantized Measurements - Peng Xiao; Bin Liao; Nikos Deligiannis (CoRR, 2019)

Random Subsampling and Data Preconditioning for Ground Penetrating Radars - Edison Cristofani; Mathias Becquaert; Sébastien Lambot; Marijke Vandewal; Johan H. Stiens; Nikos Deligiannis (IEEE Access, 2018)

Compressed Sensing mm-Wave SAR for Non-Destructive Testing Applications Using Multiple Weighted Side Information - Mathias Becquaert; Edison Cristofani; Huynh Van Luong; Marijke Vandewal; Johan Stiens; Nikos Deligiannis (Sensors, 2018)

Sparse signal recovery with multiple prior information: Algorithm and measurement bounds - Huynh Van Luong; Nikos Deligiannis; Jürgen Seiler; Søren Forchhammer; André Kaup (Signal Process., 2018)

Learning Discrete Matrix Factorization Models - Duc Minh Nguyen; Evaggelia Tsiligianni; Nikos Deligiannis (IEEE Signal Process. Lett., 2018)

Twitter data analysis for studying communities of practice in the media industry - Marlen Komorowski; Tien Do Huu; Nikos Deligiannis (Telematics Informatics, 2018)

Compressive Online Robust Principal Component Analysis via n-\(l\)\(_1\) Minimization - Huynh Van Luong; Nikos Deligiannis; Jürgen Seiler; Søren Forchhammer; André Kaup (IEEE Trans. Image Process., 2018)

Online Decomposition of Compressive Streaming Data Using n-l1 Cluster-Weighted Minimization - Huynh Van Luong; Nikos Deligiannis; Søren Forchhammer; André Kaup (2018 Data Compression Conference, DCC 2018, Snowbird, UT, USA, March 27-30, 2018, 2018)

Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning - Duc Minh Nguyen; Evaggelia Tsiligianni; A. Robert Calderbank; Nikos Deligiannis (26th European Signal Processing Conference, EUSIPCO 2018, Roma, Italy, September 3-7, 2018, 2018)

Twitter User Geolocation Using Deep Multiview Learning - Tien Huu Do; Duc Minh Nguyen; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018, 2018)

Extendable Neural Matrix Completion - Duc Minh Nguyen; Evaggelia Tsiligianni; Nikos Deligiannis (2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018, 2018)

Compressive Online Decomposition of Dynamic Signals Via N-\(l\)1 Minimization With Clustered Priors - Huynh Van Luong; Nikos Deligiannis; Søren Forchhammer; André Kaup (2018 IEEE Statistical Signal Processing Workshop, SSP 2018, Freiburg im Breisgau, Germany, June 10-13, 2018, 2018)

Data aggregation and recovery for the Internet of Things: A compressive demixing approach - Evangelos Zimos; João F. C. Mota; Evaggelia Tsiligianni; Miguel R. D. Rodrigues; Nikos Deligiannis (2018 IEEE Wireless Communications and Networking Conference, WCNC 2018, Barcelona, Spain, April 15-18, 2018, 2018)

Online Decomposition of Compressive Streaming Data Using n-120001\(_1\) Cluster-Weighted Minimization - Huynh Van Luong; Nikos Deligiannis; Søren Forchhammer; André Kaup (CoRR, 2018)

Twitter User Geolocation using Deep Multiview Learning - Tien Huu Do; Duc Minh Nguyen; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (CoRR, 2018)

Extendable Neural Matrix Completion - Duc Minh Nguyen; Evaggelia Tsiligianni; Nikos Deligiannis (CoRR, 2018)

Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning - Duc Minh Nguyen; Evaggelia Tsiligianni; A. Robert Calderbank; Nikos Deligiannis (CoRR, 2018)

Matrix Completion With Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference - Tien Huu Do; Duc Minh Nguyen; Evaggelia Tsiligianni; Angel Lopez Aguirre; Valerio Panzica La Manna; Frank J. Pasveer; Wilfried Philips; Nikos Deligiannis (CoRR, 2018)

Matrix Factorization via Deep Learning - Duc Minh Nguyen; Evaggelia Tsiligianni; Nikos Deligiannis (CoRR, 2018)

Review and Classification of Multichannel MAC Protocols for Low-Power and Lossy Networks - Carlos Manuel García Algora; Vitalio Alfonso Reguera; Nikos Deligiannis; Kris Steenhaut (IEEE Access, 2017)

A Review of Urban Air Pollution Monitoring and Exposure Assessment Methods - Xingzhe Xie; Ivana Semanjski; Sidharta Gautama; Evaggelia Tsiligianni; Nikos Deligiannis; Raj Thilak Rajan; Frank J. Pasveer; Wilfried Philips (ISPRS Int. J. Geo Inf., 2017)

Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery - Yu Liu; Duc Minh Nguyen; Nikos Deligiannis; Wenrui Ding; Adrian Munteanu (Remote. Sens., 2017)

Bounds and Conditions for Compressive Digital Holography Using Wavelet Sparsifying Bases - Stijn Bettens; Colas Schretter; Nikos Deligiannis; Peter Schelkens (IEEE Trans. Computational Imaging, 2017)

Heterogeneous Networked Data Recovery From Compressive Measurements Using a Copula Prior - Nikos Deligiannis; João F. C. Mota; Evangelos Zimos; Miguel R. D. Rodrigues (IEEE Trans. Commun., 2017)

Multi-Modal Dictionary Learning for Image Separation With Application in Art Investigation - Nikos Deligiannis; João F. C. Mota; Bruno Cornelis; Miguel R. D. Rodrigues; Ingrid Daubechies (IEEE Trans. Image Process., 2017)

Compressed Sensing With Prior Information: Strategies, Geometry, and Bounds - João F. C. Mota; Nikos Deligiannis; Miguel R. D. Rodrigues (IEEE Trans. Inf. Theory, 2017)

Deep learning sparse ternary projections for compressed sensing of images - Duc Minh Nguyen; Evaggelia Tsiligianni; Nikos Deligiannis (2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017, Montreal, QC, Canada, November 14-16, 2017, 2017)

Compressive online robust principal component analysis with multiple prior information - Huynh Van Luong; Nikos Deligiannis; Jürgen Seiler; Søren Forchhammer; André Kaup (2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017, Montreal, QC, Canada, November 14-16, 2017, 2017)

Rate-distortion trade-offs in acquisition of signal parameters - Miguel R. D. Rodrigues; Nikos Deligiannis; Lifeng Lai; Yonina C. Eldar (2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017, 2017)

Incorporating Prior Information in Compressive Online Robust Principal Component Analysis - Huynh Van Luong; Nikos Deligiannis; Jürgen Seiler; Søren Forchhammer; André Kaup (CoRR, 2017)

Deep Learning Sparse Ternary Projections for Compressed Sensing of Images - Duc Minh Nguyen; Evaggelia Tsiligianni; Nikos Deligiannis (CoRR, 2017)

Multimodal Image Super-Resolution via Joint Sparse Representations induced by Coupled Dictionaries - Pingfan Song; Xin Deng; João F. C. Mota; Nikos Deligiannis; Pier Luigi Dragotti; Miguel R. D. Rodrigues (CoRR, 2017)

Multiview Deep Learning for Predicting Twitter Users' Location - Tien Huu Do; Duc Minh Nguyen; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (CoRR, 2017)

Real-time distributed video coding for 1K-pixel visual sensor networks - Jan Hanca; Nikos Deligiannis; Adrian Munteanu (J. Electronic Imaging, 2016)

On the Rate-Distortion Function for Binary Source Coding With Side Information - Andrei Sechelea; Adrian Munteanu; Samuel Cheng; Nikos Deligiannis (IEEE Trans. Commun., 2016)

Adaptive-Rate Reconstruction of Time-Varying Signals With Application in Compressive Foreground Extraction - João F. C. Mota; Nikos Deligiannis; Aswin C. Sankaranarayanan; Volkan Cevher; Miguel R. D. Rodrigues (IEEE Trans. Signal Process., 2016)

Decentralized Time-Synchronized Channel Swapping for Ad Hoc Wireless Networks - George Smart; Nikos Deligiannis; Rosario Surace; Valeria Loscrì; Giancarlo Fortino; Yiannis Andreopoulos (IEEE Trans. Veh. Technol., 2016)

Bayesian Compressed Sensing with Heterogeneous Side Information - Evangelos Zimos; João F. C. Mota; Miguel R. D. Rodrigues; Nikos Deligiannis (2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 30 - April 1, 2016, 2016)

The Rate Loss in Binary Source Coding with Decoder Side Information - Andrei Sechelea; Adrian Munteanu; Samuel Cheng; Nikos Deligiannis (2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 30 - April 1, 2016, 2016)

Coupled dictionary learning for multimodal image super-resolution - Pingfan Song; João F. C. Mota; Nikos Deligiannis; Miguel R. D. Rodrigues (2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016, 2016)

Reference-based compressed sensing: A sample complexity approach - João F. C. Mota; Lior Weizman; Nikos Deligiannis; Yonina C. Eldar; Miguel R. D. Rodrigues (2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016, 2016)

X-ray image separation via coupled dictionary learning - Nikos Deligiannis; João F. C. Mota; Bruno Cornelis; Miguel R. D. Rodrigues; Ingrid Daubechies (2016 IEEE International Conference on Image Processing, ICIP 2016, Phoenix, AZ, USA, September 25-28, 2016, 2016)

Twitter data clustering and visualization - Andrei Sechelea; Tien Do Huu; Evangelos Zimos; Nikos Deligiannis (23rd International Conference on Telecommunications, ICT 2016, Thessaloniki, Greece, May 16-18, 2016, 2016)

Achievability of the rate-distortion function in binary uniform source coding with side information - Andrei Sechelea; Adrian Munteanu; Aleksandra Pizurica; Nikos Deligiannis (23rd International Conference on Telecommunications, ICT 2016, Thessaloniki, Greece, May 16-18, 2016, 2016)

Internet-of-Things data aggregation using compressed sensing with side information - Evangelos Zimos; João F. C. Mota; Miguel R. D. Rodrigues; Nikos Deligiannis (23rd International Conference on Telecommunications, ICT 2016, Thessaloniki, Greece, May 16-18, 2016, 2016)

Distributed coding of multiview sparse sources with joint recovery - Huynh Van Luong; Nikos Deligiannis; Søren Forchhammer; André Kaup (2016 Picture Coding Symposium, PCS 2016, Nuremberg, Germany, December 4-7, 2016, 2016)

Measurement matrix design for compressive sensing with side information at the encoder - Pingfan Song; João F. C. Mota; Nikos Deligiannis; Miguel Raul Dias Rodrigues (IEEE Statistical Signal Processing Workshop, SSP 2016, Palma de Mallorca, Spain, June 26-29, 2016, 2016)

Performance Bounds for Sparse Signal Reconstruction with Multiple Side Information - Huynh Van Luong; Jürgen Seiler; André Kaup; Søren Forchhammer; Nikos Deligiannis (CoRR, 2016)

X-ray image separation via coupled dictionary learning - Nikos Deligiannis; João F. C. Mota; Bruno Cornelis; Miguel R. D. Rodrigues; Ingrid Daubechies (CoRR, 2016)

Multi-modal dictionary learning for image separation with application in art investigation - Nikos Deligiannis; João F. C. Mota; Bruno Cornelis; Miguel R. D. Rodrigues; Ingrid Daubechies (CoRR, 2016)

Distributed Coding of Multiview Sparse Sources with Joint Recovery - Huynh Van Luong; Nikos Deligiannis; Søren Forchhammer; André Kaup (CoRR, 2016)

Fast Desynchronization for Decentralized Multichannel Medium Access Control - Nikos Deligiannis; João F. C. Mota; George Smart; Yiannis Andreopoulos (IEEE Trans. Commun., 2015)

Convergence of Desynchronization Primitives in Wireless Sensor Networks: A Stochastic Modeling Approach - Dujdow Buranapanichkit; Nikos Deligiannis; Yiannis Andreopoulos (IEEE Trans. Signal Process., 2015)

Binary rate distortion with side information: The asymmetric correlation channel case - Andrei Sechelea; Samuel Cheng; Adrian Munteanu; Nikos Deligiannis (2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015, Orlando, FL, USA, December 14-16, 2015, 2015)

Dynamic sparse state estimation using \(l\)1-\(l\)1 minimization: Adaptive-rate measurement bounds, algorithms and applications - João F. C. Mota; Nikos Deligiannis; Aswin C. Sankaranarayanan; Volkan Cevher; Miguel R. D. Rodrigues (2015 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2015, South Brisbane, Queensland, Australia, April 19-24, 2015, 2015)

Real-time distributed video coding simulator for 1K-pixel visual sensor - Jan Hanca; Nikos Deligiannis; Adrian Munteanu (Proceedings of the 9th International Conference on Distributed Smart Camera, Seville, Spain, September 8-11, 2015, 2015)

Vectors of locally aggregated centers for compact video representation - Alhabib Abbas; Nikos Deligiannis; Yiannis Andreopoulos (2015 IEEE International Conference on Multimedia and Expo, ICME 2015, Turin, Italy, June 29 - July 3, 2015, 2015)

Decentralized multichannel medium access control: viewing desynchronization as a convex optimization method - Nikos Deligiannis; João F. C. Mota; George Smart; Yiannis Andreopoulos (Proceedings of the 14th International Conference on Information Processing in Sensor Networks, IPSN 2015, Seattle, WA, USA, April 14-16, 2015, 2015)

Decentralized time-synchronized channel swapping - George Smart; Nikos Deligiannis; João F. C. Mota; Yiannis Andreopoulos (Proceedings of the 14th International Conference on Information Processing in Sensor Networks, IPSN 2015, Seattle, WA, USA, April 14-16, 2015, 2015)

Perceptual video quality estimation by regression with myopic experts - Vasileios Giotsas; Nikos Deligiannis; Pam Fisher; Yiannis Andreopoulos (Seventh International Workshop on Quality of Multimedia Experience, QoMEX 2015, Pilos, Messinia, Greece, May 26-29, 2015, 2015)

Adaptive-Rate Sparse Signal Reconstruction With Application in Compressive Background Subtraction - João F. C. Mota; Nikos Deligiannis; Aswin C. Sankaranarayanan; Volkan Cevher; Miguel R. D. Rodrigues (CoRR, 2015)

Fast Desynchronization For Decentralized Multichannel Medium Access Control - Nikos Deligiannis; João F. C. Mota; George Smart; Yiannis Andreopoulos (CoRR, 2015)

Vectors of Locally Aggregated Centers for Compact Video Representation - Alhabib Abbas; Nikos Deligiannis; Yiannis Andreopoulos (CoRR, 2015)

Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case - Andrei Sechelea; Samuel Cheng; Adrian Munteanu; Nikos Deligiannis (CoRR, 2015)

The No-Rate-Loss Property of Wyner-Ziv Coding in the Z-Channel Correlation Case - Nikos Deligiannis; Andrei Sechelea; Adrian Munteanu; Samuel Cheng (IEEE Commun. Lett., 2014)

Progressively refined wyner-ziv video coding for visual sensors - Nikos Deligiannis; Frederik Verbist; Jürgen Slowack; Rik Van de Walle; Peter Schelkens; Adrian Munteanu (ACM Trans. Sens. Networks, 2014)

Maximum Likelihood Laplacian Correlation Channel Estimation in Layered Wyner-Ziv Coding - Nikos Deligiannis; Adrian Munteanu; Shuang Wang; Samuel Cheng; Peter Schelkens (IEEE Trans. Signal Process., 2014)

Dynamic Scheduling for Energy Minimization in Delay-Sensitive Stream Mining - Shaolei Ren; Nikos Deligiannis; Yiannis Andreopoulos; Mohammad A. Islam; Mihaela van der Schaar (IEEE Trans. Signal Process., 2014)

Distributed Joint Source-Channel Coding with Raptor Codes for Correlated Data Gathering in Wireless Sensor Networks - Nikos Deligiannis; Evangelos Zimos; Dragos Mihai Ofrim; Yiannis Andreopoulos; Adrian Munteanu (9th International Conference on Body Area Networks, BODYNETS 2014, London, UK, September 29 - October 1, 2014, 2014)

Embedded cross-decoding scheme for multiple description based distributed source coding - Beerend Ceulemans; Shahid M. Satti; Nikos Deligiannis; Frederik Verbist; Adrian Munteanu (22nd European Signal Processing Conference, EUSIPCO 2014, Lisbon, Portugal, September 1-5, 2014, 2014)

Compressed sensing with side information: Geometrical interpretation and performance bounds - João F. C. Mota; Nikos Deligiannis; Miguel R. D. Rodrigues (2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014, Atlanta, GA, USA, December 3-5, 2014, 2014)

On the stochastic modeling of desynchronization convergence in wireless sensor networks - Dujdow Buranapanichkit; Nikos Deligiannis; Yiannis Andreopoulos (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, Florence, Italy, May 4-9, 2014, 2014)

Compressed Sensing with Prior Information: Optimal Strategies, Geometry, and Bounds - João F. C. Mota; Nikos Deligiannis; Miguel R. D. Rodrigues (CoRR, 2014)

Compressed Sensing With Side Information: Geometrical Interpretation and Performance Bounds - João F. C. Mota; Nikos Deligiannis; Miguel R. D. Rodrigues (CoRR, 2014)

Convergence of Desynchronization Primitives in Wireless Sensor Networks: A Stochastic Modeling Approach - Dujdow Buranapanichkit; Nikos Deligiannis; Yiannis Andreopoulos (CoRR, 2014)

Encoder-driven rate control and mode decision for distributed video coding - Frederik Verbist; Nikos Deligiannis; Shahid M. Satti; Peter Schelkens; Adrian Munteanu (EURASIP J. Adv. Signal Process., 2013)

Probabilistic motion-compensated prediction in distributed video coding - Frederik Verbist; Nikos Deligiannis; Marc Jacobs; Joeri Barbarien; Peter Schelkens; Adrian Munteanu; Jan Cornelis (Multim. Tools Appl., 2013)

Genome Sequence Compression with Distributed Source Coding - Shuang Wang; Xiaoqian Jiang; Lijuan Cui; Wenrui Dai; Nikos Deligiannis; Pinghao Li; Hongkai Xiong; Samuel Cheng; Lucila Ohno-Machado (2013 Data Compression Conference, DCC 2013, Snowbird, UT, USA, March 20-22, 2013, 2013)

Transform-domain Wyner-Ziv video coding for 1K-pixel visual sensors - Frederik Verbist; Nikos Deligiannis; Weiwei Chen; Peter Schelkens; Adrian Munteanu (Seventh International Conference on Distributed Smart Cameras, ICDSC 2013, October 29 2013-November 1, 2013, Palm Springs, CA, USA, 2013)

Efficient intra-frame video coding for low resolution wireless visual sensors - Weiwei Chen; Frederik Verbist; Nikos Deligiannis; Peter Schelkens; Adrian Munteanu (18th International Conference on Digital Signal Processing, DSP 2013, Fira, Santorini, Greece, July 1-3, 2013, 2013)

Optimized segmentation of H.264/AVC video for HTTP adaptive streaming - Jan Lievens; Shahid M. Satti; Nikos Deligiannis; Peter Schelkens; Adrian Munteanu (2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), Ghent, Belgium, May 27-31, 2013, 2013)

Performance of complex orthogonal M-ary transmission with Amicable Hadamard matrices over diversity Rayleigh fading channels - Athanasios C. Iossifides; George D. Papadopoulos; Nikos Deligiannis (IEEE International Symposium on Signal Processing and Information Technology, Athens, Greece, December 12-15, 2013, 2013)

Wyner-Ziv video coding for wireless lightweight multimedia applications - Nikos Deligiannis; Frederik Verbist; Athanasios C. Iossifides; Jürgen Slowack; Rik Van de Walle; Peter Schelkens; Adrian Munteanu (EURASIP J. Wirel. Commun. Netw., 2012)

Maximum likelihood motion compensation for distributed video coding - Frederik Verbist; Nikos Deligiannis; Marc Jacobs; Joeri Barbarien; Peter Schelkens; Adrian Munteanu (Integr. Comput. Aided Eng., 2012)

Decoder-driven mode decision in a block-based distributed video codec - Stefaan Mys; Jürgen Slowack; Jozef Skorupa; Nikos Deligiannis; Peter Lambert; Adrian Munteanu; Rik Van de Walle (Multim. Tools Appl., 2012)

Efficient Low-Delay Distributed Video Coding - Jozef Skorupa; Jürgen Slowack; Stefaan Mys; Nikos Deligiannis; Jan De Cock; Peter Lambert; Christos Grecos; Adrian Munteanu; Rik Van de Walle (IEEE Trans. Circuits Syst. Video Technol., 2012)

Distributed Video Coding With Feedback Channel Constraints - Jürgen Slowack; Jozef Skorupa; Nikos Deligiannis; Peter Lambert; Adrian Munteanu; Rik Van de Walle (IEEE Trans. Circuits Syst. Video Technol., 2012)

Side-Information-Dependent Correlation Channel Estimation in Hash-Based Distributed Video Coding - Nikos Deligiannis; Joeri Barbarien; Marc Jacobs; Adrian Munteanu; Athanassios N. Skodras; Peter Schelkens (IEEE Trans. Image Process., 2012)

Symmetric Scalable Multiple Description Scalar Quantization - Shahid M. Satti; Nikos Deligiannis; Adrian Munteanu; Peter Schelkens; Jan Cornelis (IEEE Trans. Signal Process., 2012)

Joint successive correlation estimation and side information refinement in distributed video coding - Nikos Deligiannis; Frederik Verbist; Jürgen Slowack; Rik Van de Walle; Peter Schelkens; Adrian Munteanu (Proceedings of the 20th European Signal Processing Conference, EUSIPCO 2012, Bucharest, Romania, August 27-31, 2012, 2012)

Compression scheme for increasing the lifetime of wireless intelligent sensor networks - Dragos Ioan Sacaleanu; Rodica Stoian; Dragos Mihai Ofrim; Nikos Deligiannis (Proceedings of the 20th European Signal Processing Conference, EUSIPCO 2012, Bucharest, Romania, August 27-31, 2012, 2012)

An optimization algorithm for scalable multiple description scalar quantizers - Shahid Mahmood Satti; Nikos Deligiannis; Adrian Munteanu; Peter Schelkens; Jan Cornelis (Proceedings of the International Symposium on Information Theory and its Applications, ISITA 2012, Honolulu, HI, USA, October 28-31, 2012, 2012)

Feedback-constrained Wyner-Ziv video coding - Jürgen Slowack; Nikos Deligiannis; Peter Lambert; Adrian Munteanu; Rik Van de Walle (2012 Picture Coding Symposium, PCS 2012, Krakow, Poland, May 7-9, 2012, 2012)

Efficient hash-driven Wyner-Ziv video coding for visual sensors - Nikos Deligiannis; Marc Jacobs; Frederik Verbist; Jürgen Slowack; Joeri Barbarien; Rik Van de Walle; Peter Schelkens; Adrian Munteanu (2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, Ghent, Belgium, Aug. 22-25, 2011, 2011)

Demo: Distributed video coding applications in wireless multimedia sensor networks - Marc Jacobs; Nikos Deligiannis; Frederik Verbist; Jürgen Slowack; Joeri Barbarien; Rik Van de Walle; Peter Schelkens; Adrian Munteanu (2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, Ghent, Belgium, Aug. 22-25, 2011, 2011)

A statistical approach to create side information in distributed video coding - Frederik Verbist; Nikos Deligiannis; Marc Jacobs; Joeri Barbarien; Peter Schelkens; Adrian Munteanu (2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, Ghent, Belgium, Aug. 22-25, 2011, 2011)

Joint DC coefficient band decoding and motion estimation in Wyner-Ziv video coding - Nikos Deligiannis; Marc Jacobs; Joeri Barbarien; Frederik Verbist; Jozef Skorupa; Rik Van de Walle; Athanassios Skodras; Peter Schelkens; Adrian Munteanu (17th International Conference on Digital Signal Processing, DSP 2011, Corfu, Greece, July 6-8, 2011, 2011)

A model-based analysis of scalable Multiple Description Coding - Shahid M. Satti; Nikos Deligiannis; Adrian Munteanu; Peter Schelkens; Jan Cornelis (17th International Conference on Digital Signal Processing, DSP 2011, Corfu, Greece, July 6-8, 2011, 2011)

A probabilistic predictor for side information generation in distributed video coding - Frederik Verbist; Nikos Deligiannis; Marc Jacobs; Joeri Barbarien; Peter Schelkens; Jan Cornelis; Adrian Munteanu (17th International Conference on Digital Signal Processing, DSP 2011, Corfu, Greece, July 6-8, 2011, 2011)

Intra-WZ quantization mismatch in distributed video coding - Jürgen Slowack; Jozef Skorupa; Peter Lambert; Rik Van de Walle; Nikos Deligiannis; Adrian Munteanu (18th IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium, September 11-14, 2011, 2011)

Distributed coding of endoscopic video - Nikos Deligiannis; Frederik Verbist; Joeri Barbarien; Jürgen Slowack; Rik Van de Walle; Peter Schelkens; Adrian Munteanu (18th IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium, September 11-14, 2011, 2011)

Rate-distortion driven decoder-side bitplane mode decision for distributed video coding - Jürgen Slowack; Stefaan Mys; Jozef Skorupa; Nikos Deligiannis; Peter Lambert; Adrian Munteanu; Rik Van de Walle (Signal Process. Image Commun., 2010)

Exploiting quantization and spatial correlation in virtual-noise modeling for distributed video coding - Jozef Skorupa; Jürgen Slowack; Stefaan Mys; Nikos Deligiannis; Jan De Cock; Peter Lambert; Adrian Munteanu; Rik Van de Walle (Signal Process. Image Commun., 2010)

Hybrid TOA-AOA Location Positioning Techniques in GSM Networks - Nikos Deligiannis; Spiros Louvros (Wirel. Pers. Commun., 2010)

Bitplane intra coding with decoder-side mode decision in distributed video coding - Jürgen Slowack; Stefaan Mys; Jozef Skorupa; Peter Lambert; Rik Van de Walle; Nikos Deligiannis; Adrian Munteanu (Proceedings of the International Conference on Image Processing, ICIP 2010, September 26-29, Hong Kong, China, 2010)

Compensating for Motion Estimation Inaccuracies in DVC - Jürgen Slowack; Jozef Skorupa; Stefaan Mys; Nikos Deligiannis; Peter Lambert; Adrian Munteanu; Rik Van de Walle (Image and Signal Processing, 4th International Conference, ICISP 2010, Trois-Rivières, QC, Canada, June 30-July 2, 2010. Proceedings, 2010)

Correlation modeling with decoder-side quantization distortion estimation for distributed video coding - Jozef Skorupa; Jan De Cock; Jürgen Slowack; Stefaan Mys; Peter Lambert; Rik Van de Walle; Nikos Deligiannis; Adrian Munteanu (Proceedings of the Picture Coding Symposium, PCS 2010, Nagoya, Japan, December 8-10, 2010, 2010)

Overlapped Block Motion Estimation and Probabilistic Compensation with Application in Distributed Video Coding - Nikos Deligiannis; Adrian Munteanu; Tom Clerckx; Jan Cornelis; Peter Schelkens (IEEE Signal Process. Lett., 2009)

Modeling the Correlation Noise in Spatial Domain Distributed Video Coding - Nikos Deligiannis; Adrian Munteanu; Tom Clerckx; Peter Schelkens; Jan Cornelis (2009 Data Compression Conference (DCC 2009), 16-18 March 2009, Snowbird, UT, USA, 2009)

On the side-information dependency of the temporal correlation in Wyner-Ziv video coding - Nikos Deligiannis; Adrian Munteanu; Tom Clerckx; Jan Cornelis; Peter Schelkens (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2009, 19-24 April 2009, Taipei, Taiwan, 2009)

Spatial-domain unidirectional DVC with side-information dependent correlation channel estimation - Nikos Deligiannis; Adrian Munteanu; Tom Clerckx; Jan Cornelis; Peter Schelkens (16th International Conference on Digital Signal Processing, DSP 2009, Santorini, Greece, July 5-7, 2009, 2009)

Correlation channel estimation in pixel-domain distributed video coding - Nikos Deligiannis; Adrian Munteanu; Tom Clerckx; Jan Cornelis; Peter Schelkens (10th Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2009, London, United Kingdom, May 6-8, 2009, 2009)

Optimizing location positioning using hybrid TOA-AOA techniques in mobile cellular networks - Nikos Deligiannis; Spiros Louvros; Stavros Kotsopoulos (Proceedings of the 3rd International Conference on Mobile Multimedia Communications, MobiMedia 2007, Nafpaktos, Greece, August 27-29, 2007, 2007)