Multivariate ordering in color image filtering. - Ioannis Pitas; Panagiotis Tsakalides (IEEE Trans. Circuits Syst. Video Technol., 1991)

Subspace-based direction finding in alpha-stable noise environments. - Panagiotis Tsakalides; Chrysostomos L. Nikias (ICASSP, 1995)

Maximum likelihood localization of sources in noise modeled as a stable process. - Panagiotis Tsakalides; Chrysostomos L. Nikias (IEEE Trans. Signal Process., 1995)

Robust adaptive beamforming in alpha-stable noise environments. - Panagiotis Tsakalides; Chrysostomos L. Nikias (ICASSP, 1996)

The robust covariation-based MUSIC (ROC-MUSIC) algorithm for bearing estimation in impulsive noise environments. - Panagiotis Tsakalides; Chrysostomos L. Nikias (IEEE Trans. Signal Process., 1996)

A new model for non-Rayleigh clutter: space-time adaptive processing in stable impulsive interference. - Panagiotis Tsakalides; Chrysostomos L. Nikias (ICASSP, 1997)

Spectral methods for stationary harmonizable alpha-stable processes. - George A. Tsihrintzis; Panagiotis Tsakalides; Chrysostomos L. Nikias (EUSIPCO, 1998)

Alpha-stable robust modeling of background noise for enhanced sound source localization. - Panayiotis G. Georgiou; Panagiotis Tsakalides; Chris Kyriakakis (ICASSP, 1999)

Robust constant modulus arrays based on fractional lower-order statistics. - Marilli Rupi; Panagiotis Tsakalides; Chrysostomos L. Nikias; Enrico Del Re (ICASSP, 1999)

A new phase gradient autofocus technique for high resolution image formation based on fractional lower-order statistics. - Panagiotis Tsakalides; Chrysostomos L. Nikias (ICECS, 1999)

Surrounded by sound. - Chris Kyriakakis; Panagiotis Tsakalides; Tomlinson Holman (IEEE Signal Process. Mag., 1999)

Alpha-Stable Modeling of Noise and Robust Time-Delay Estimation in the Presence of Impulsive Noise. - Panayiotis G. Georgiou; Panagiotis Tsakalides; Chris Kyriakakis (IEEE Trans. Multim., 1999)

Robust spatial filtering of coherent sources for wireless communications. - Marilli Rupi; Panagiotis Tsakalides; Enrico Del Re; Chrysostomos L. Nikias (Signal Process., 2000)

Performance assessment of CFAR processors in Pearson-distributed clutter. - Panagiotis Tsakalides; Flippo Trinic; Chrysostomos L. Nikias (IEEE Trans. Aerosp. Electron. Syst., 2000)

VLSI architectures for blind equalization based on fractional-order statistics. - Vassilis Paliouras; J. Dagres; Panagiotis Tsakalides; Thanos Stouraitis (ICECS, 2001)

Wavelet-based ultrasound image denoising using an alpha-stable prior probability model. - Alin Achim; Anastasios Bezerianos; Panagiotis Tsakalides (ICIP (2), 2001)

Novel Bayesian Multiscale Method for Speckle Removal in Medical Ultrasound Images. - Alin Achim; Anastasios Bezerianos; Panagiotis Tsakalides (IEEE Trans. Medical Imaging, 2001)

SAR image denoising: a multiscale robust statistical approach. - Alin Achim; Anastasios Bezerianos; Panagiotis Tsakalides (DSP, 2002)

SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling. - Alin Achim; Panagiotis Tsakalides; Anastasios Bezerianos (IEEE Trans. Geosci. Remote. Sens., 2003)

Constant modulus blind equalization based on fractional lower-order statistics. - Marilli Rupi; Panagiotis Tsakalides; Enrico Del Re; Chrysostomos L. Nikias (Signal Process., 2004)

A spectral conversion approach to feature denoising and speech enhancement. - Athanasios Mouchtaris; Jan Van der Spiegel; Paul Mueller; Panagiotis Tsakalides (INTERSPEECH, 2005)

Hidden messages in heavy-tails: DCT-domain watermark detection using alpha-stable models. - Alexia Briassouli; Panagiotis Tsakalides; Athanasios Stouraitis (IEEE Trans. Multim., 2005)

Training a SVM-based classifier in distributed sensor networks. - Kallirroi Flouri; Baltasar Beferull-Lozano; Panagiotis Tsakalides (EUSIPCO, 2006)

Multiband source/filter representation of multichannel audio for reduction of inter-channel redundancy. - Athanasios Mouchtaris; Kiki Karadimou; Panagiotis Tsakalides (EUSIPCO, 2006)

Musical Genre Classification VIA Generalized Gaussian and Alpha-Stable Modeling. - Christos Tzagkarakis; Athanasios Mouchtaris; Panagiotis Tsakalides (ICASSP (5), 2006)

Rotation-invariant texture retrieval with gaussianized steerable pyramids. - George Tzagkarakis; Baltasar Beferull-Lozano; Panagiotis Tsakalides (IEEE Trans. Image Process., 2006)

Microarray Image Denoising Using a Two-Stage Multiresolution Technique. - Hara Stefanou; Thanasis Margaritis; Dimitris Kafetzopoulos; Konstantinos Marias; Panagiotis Tsakalides (BIBM, 2007)

Sinusoidal modeling of spot microphone signals based on noise transplantation for multichannel audio coding. - Christos Tzagkarakis; Athanasios Mouchtaris; Panagiotis Tsakalides (EUSIPCO, 2007)

Singular spectrum analysis of traffic workload in a large-scale wireless lan. - George Tzagkarakis; Maria Papadopouli; Panagiotis Tsakalides (MSWiM, 2007)

Comments on "A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate alpha-stable prior". - Alin Achim; Ercan E. Kuruoglu; Anastasios Bezerianos; Panagiotis Tsakalides (Pattern Recognit. Lett., 2007)

A Spectral Conversion Approach to Single-Channel Speech Enhancement. - Athanasios Mouchtaris; Jan Van der Spiegel; Paul Mueller; Panagiotis Tsakalides (IEEE Trans. Speech Audio Process., 2007)

Mature miRNA identification via the use of a Naive Bayes classifier. - Katerina Gkirtzou; Panagiotis Tsakalides; Panayiota Poirazi (BIBE, 2008)

Distributed consensus algorithms for SVM training in wireless sensor networks. - Kallirroi Flouri; Baltasar Beferull-Lozano; Panagiotis Tsakalides (EUSIPCO, 2008)

Compressed sensing of audio signals using multiple sensors. - Anthony Griffin; Panagiotis Tsakalides (EUSIPCO, 2008)

Modeling and coding of spot microphone signals for immersive audio based on the sinusoidal model. - Christos Tzagkarakis; Athanasios Mouchtaris; Panagiotis Tsakalides (EUSIPCO, 2008)

Context enhancement through image fusion: A multiresolution approach based on convolution of cauchy distributions. - Tao Wan 001; George Tzagkarakis; Panagiotis Tsakalides; Cedric Nishan Canagarajah; Alin Achim (ICASSP, 2008)

Multiresolution Source/Filter Model for Low Bitrate Coding of Spot Microphone Signals. - Athanasios Mouchtaris; Kiki Karadimou; Panagiotis Tsakalides (EURASIP J. Audio Speech Music. Process., 2008)

Rotation-Invariant Texture Retrieval via Signature Alignment Based on Steerable Sub-Gaussian Modeling. - George Tzagkarakis; Baltasar Beferull-Lozano; Panagiotis Tsakalides (IEEE Trans. Image Process., 2008)

Low Bitrate Coding of Spot Audio Signals for Interactive and Immersive Audio Applications. - Athanasios Mouchtaris; Christos Tzagkarakis; Panagiotis Tsakalides (New Directions in Intelligent Interactive Multimedia, 2008)

Bayesian compressed sensing of a highly impulsive signal in heavy-tailed noise using a multivariate Cauchy prior. - George Tzagkarakis; Panagiotis Tsakalides (EUSIPCO, 2009)

Optimal gossip algorithm for distributed consensus SVM training in wireless sensor networks. - Kallirroi Flouri; Baltasar Beferull-Lozano; Panagiotis Tsakalides (DPS, 2009)

Encoding the sinusoidal model of an audio signal using compressed sensing. - Anthony Griffin; Toni Hirvonen; Athanasios Mouchtaris; Panagiotis Tsakalides (ICME, 2009)

The ASPIRE Project - Sensor Networks for Immersive Multimedia Environments. - Athanasios Mouchtaris; Panagiotis Tsakalides (ERCIM News, 2009)

Trend forecasting based on Singular Spectrum Analysis of traffic workload in a large-scale wireless LAN. - George Tzagkarakis; Maria Papadopouli; Panagiotis Tsakalides (Perform. Evaluation, 2009)

A Multichannel Sinusoidal Model Applied to Spot Microphone Signals for Immersive Audio. - Christos Tzagkarakis; Athanasios Mouchtaris; Panagiotis Tsakalides (IEEE Trans. Speech Audio Process., 2009)

Multichannel audio coding using sinusoidal modelling and compressed sensing. - Anthony Griffin; Toni Hirvonen; Athanasios Mouchtaris; Panagiotis Tsakalides (EUSIPCO, 2010)

Greedy sparse reconstruction of non-negative signals using symmetric alpha-stable distributions. - George Tzagkarakis; Panagiotis Tsakalides (EUSIPCO, 2010)

Distributed compressed sensing of non-negative signals using symmetric alpha-stable distributions. - George Tzagkarakis; Panagiotis Tsakalides (EUSIPCO, 2010)

Multiple-measurement Bayesian compressed sensing using GSM priors for DOA estimation. - George Tzagkarakis; Dimitris Milioris; Panagiotis Tsakalides (ICASSP, 2010)

Bayesian compressed sensing imaging using a Gaussian Scale Mixture. - George Tzagkarakis; Panagiotis Tsakalides (ICASSP, 2010)

Sparse representation of medical images via compressed sensing using Gaussian scale mixtures. - George Tzagkarakis; Panagiotis Tsakalides (ISBI, 2010)

Empirical evaluation of signal-strength fingerprint positioning in wireless LANs. - Dimitris Milioris; Lito Kriara; Artemis Papakonstantinou; George Tzagkarakis; Panagiotis Tsakalides; Maria Papadopouli (MSWiM, 2010)

Indoor positioning in Wireless LANS using compressive sensing signal-strength fingerprints. - Dimitris Milioris; George Tzagkarakis; Philippe Jacquet; Panagiotis Tsakalides (EUSIPCO, 2011)

Localization in wireless networks based on jointly compressed sensing. - Sofia Nikitaki; Panagiotis Tsakalides (EUSIPCO, 2011)

Joint sparse signal ensemble reconstruction in a WSN using decentralized Bayesian matching pursuit. - George Tzagkarakis; Jean-Luc Starck; Panagiotis Tsakalides (EUSIPCO, 2011)

Introduction to the issue on Adaptive Sparse Representation of Data and Applications in Signal and Image Processing. - Jean-Luc Starck; Jalal Fadili; Michael Elad; Robert D. Nowak; Panagiotis Tsakalides (IEEE J. Sel. Top. Signal Process., 2011)

Single-Channel and Multi-Channel Sinusoidal Audio Coding Using Compressed Sensing. - Anthony Griffin; Toni Hirvonen; Christos Tzagkarakis; Athanasios Mouchtaris; Panagiotis Tsakalides (IEEE Trans. Speech Audio Process., 2011)

Efficient training for fingerprint based positioning using matrix completion. - Sofia Nikitaki; Grigorios Tsagkatakis; Panagiotis Tsakalides (EUSIPCO, 2012)

Compressive video classification in a low-dimensional manifold with learned distance metric. - George Tzagkarakis; Grigorios Tsagkatakis; Jean-Luc Starck; Panagiotis Tsakalides (EUSIPCO, 2012)

Dictionary based reconstruction and classification of randomly sampled sensor network data. - Grigorios Tsagkatakis; Panagiotis Tsakalides (SAM, 2012)

Efficient high dynamic range imaging via matrix completion. - Grigorios Tsagkatakis; Panagiotis Tsakalides (MLSP, 2012)

Decentralized indoor wireless localization using compressed sensing of signal-strength fingerprints. - Sofia Nikitaki; Panagiotis Tsakalides (PM2HW2N@MSWiM, 2012)

Compressive video classification for decision systems with limited resources. - George Tzagkarakis; Pavlos Charalampidis; Grigorios Tsagkatakis; Jean-Luc Starck; Panagiotis Tsakalides (PCS, 2012)

Design of a Compressive Remote Imaging System Compensating a Highly Lightweight Encoding with a Refined Decoding Scheme. - George Tzagkarakis; Arnaud Woiselle; Panagiotis Tsakalides; Jean-Luc Starck (VISAPP (1), 2012)

Physical-layer intrusion detection for wireless networks using compressed sensing. - Alexandros G. Fragkiadakis; Sofia Nikitaki; Panagiotis Tsakalides (WiMob, 2012)

WLAN-based indoor path tracking using compressive RSS measurements. - Dimitris Milioris; George Tzagkarakis; Philippe Jacquet; Panagiotis Tsakalides (EUSIPCO, 2013)

Sparse representations for hand gesture recognition. - Stergios Poularakis; Grigorios Tsagkatakis; Panagiotis Tsakalides; Ioannis Katsavounidis (ICASSP, 2013)

Joint reconstruction of compressively sensed ultrasound RF echoes by exploiting temporal correlations. - George Tzagkarakis; Alin Achim; Panagiotis Tsakalides; Jean-Luc Starck (ISBI, 2013)

Efficient recalibration via Dynamic Matrix Completion. - Sofia Nikitaki; Grigorios Tsagkatakis; Panagiotis Tsakalides (MLSP, 2013)

Localization in Wireless networks via Laser scanning and Bayesian compressed sensing. - Sofia Nikitaki; Philipp Scholl 002; Kristof Van Laerhoven; Panagiotis Tsakalides (SPAWC, 2013)

Covariation-based subspace-augmented MUSIC for joint sparse support recovery in impulsive environments. - George Tzagkarakis; Panagiotis Tsakalides; Jean-Luc Starck (Signal Process., 2013)

Compressed sensing reconstruction of convolved sparse signals. - Grigorios Tsagkatakis; Panagiotis Tsakalides; Arnaud Woiselle; Marc Bousquet; George Tzagkarakis; Jean-Luc Starck (ICASSP, 2014)

Low Light Image Enhancement via Sparse Representations. - Konstantina Fotiadou; Grigorios Tsagkatakis; Panagiotis Tsakalides (ICIAR (1), 2014)

Reconstruction of compressively sampled ultrasound images using dual prior information. - Alin Achim; Adrian Basarab; George Tzagkarakis; Panagiotis Tsakalides; Denis Kouame (ICIP, 2014)

The MusiNet project: Towards unraveling the full potential of Networked Music Performance systems. - Demosthenes Akoumianakis; Chrisoula Alexandraki; V. Alexiou; C. Anagnostopoulou; A. Eleftheriadis; V. Lalioti; Athanasios Mouchtaris; Despoina Pavlidi; George C. Polyzos; Panagiotis Tsakalides; George Xylomenos; Panagiotis Zervas (IISA, 2014)

Stream correlation monitoring for uncertainty-aware data processing systems. - Aleka Seliniotaki; George Tzagkarakis; Vassilis Christophides; Panagiotis Tsakalides (IISA, 2014)

Low-dimensional signal-strength fingerprint-based positioning in wireless LANs. - Dimitris Milioris; George Tzagkarakis; Artemis Papakonstantinou; Maria Papadopouli; Panagiotis Tsakalides (Ad Hoc Networks, 2014)

Uncertainty-Aware Sensor Data Management and Early Warning for Monitoring Industrial Infrastructures. - George Tzagkarakis; Aleka Seliniotaki; Vassilis Christophides; Panagiotis Tsakalides (Int. J. Monit. Surveillance Technol. Res., 2014)

Recovery of quantized compressed sensing measurements. - Grigorios Tsagkatakis; Panagiotis Tsakalides (Computational Imaging, 2015)

Compressed hyperspectral sensing. - Grigorios Tsagkatakis; Panagiotis Tsakalides (IMSE, 2015)

The MusiNet project: Addressing the challenges in Networked Music Performance systems. - Demosthenes Akoumianakis; Chrisoula Alexandraki; V. Alexiou; Christina Anagnostopoulou; A. Eleftheriadis; Vasiliki Lalioti; Yiannis Mastorakis; Apostolos Modas; Athanasios Mouchtaris; Despoina Pavlidi; George C. Polyzos; Panagiotis Tsakalides; et al. (IISA, 2015)

Compressive Video Sensing with Adaptive Measurement Allocation for Improving MPEGx Performance. - George Tzagkarakis; Panagiotis Tsakalides; Jean-Luc Starck (VISAPP (1), 2015)

On realizing distributed topology control in low-power IoT platforms. - Phivos Phivou; Athanasia Panousopoulou; Panagiotis Tsakalides (WF-IoT, 2015)

Reconstruction of Ultrasound RF Echoes Modeled as Stable Random Variables. - Alin Achim; Adrian Basarab; George Tzagkarakis; Panagiotis Tsakalides; Denis Kouame (IEEE Trans. Computational Imaging, 2015)

Efficient Multi-Channel Signal Strength Based Localization via Matrix Completion and Bayesian Sparse Learning. - Sofia Nikitaki; Grigorios Tsagkatakis; Panagiotis Tsakalides (IEEE Trans. Mob. Comput., 2015)

Spectral Resolution Enhancement of Hyperspectral Images via Sparse Representations. - Konstantina Fotiadou; Grigorios Tsagkatakis; Panagiotis Tsakalides (Computational Imaging, 2016)

On graph-based feature selection for multi-hop performance characterization in industrial smart water networks. - Athanasia Panousopoulou; Panagiotis Tsakalides (CySWATER@CPSWeek, 2016)

Message from the Workshop Chairs. - Panagiotis Tsakalides; Baltasar Beferull-Lozano (CySWATER@CPSWeek, 2016)

Non-negative Matrix Completion for the Enhancement of Snapshot Mosaic Multispectral Imagery. - Grigorios Tsagkatakis; Murali Jayapala; Bert Geelen; Panagiotis Tsakalides (IMSE, 2016)

Effects of matrix completion on the classification of undersampled human activity data streams. - Sofia Savvaki; Grigorios Tsagkatakis; Athanasia Panousopoulou; Panagiotis Tsakalides (EUSIPCO, 2016)

Data compression for snapshot mosaic hyperspectral image sensors. - George Tzagkarakis; Wouter Charle; Panagiotis Tsakalides (EUSIPCO, 2016)

A benchmark study on feature selection for human activity recognition. - Katerina Karagiannaki; Athanasia Panousopoulou; Panagiotis Tsakalides (UbiComp Adjunct, 2016)

Feature selection for performance characterization in multi-hop wireless sensor networks. - Athanasia Panousopoulou; Mikel Azkune; Panagiotis Tsakalides (Ad Hoc Networks, 2016)

Singular spectrum-based matrix completion for time series recovery and prediction. - Grigorios Tsagkatakis; Baltasar Beferull-Lozano; Panagiotis Tsakalides (EURASIP J. Adv. Signal Process., 2016)

Land Classification Using Remotely Sensed Data: Going Multilabel. - Konstantinos Karalas; Grigorios Tsagkatakis; Michael E. Zervakis; Panagiotis Tsakalides (IEEE Trans. Geosci. Remote. Sens., 2016)

Deep Convolutional Neural Networks for the Classification of Snapshot Mosaic Hyperspectral Imagery. - Konstantina Fotiadou; Grigorios Tsagkatakis; Panagiotis Tsakalides (Computational Imaging, 2017)

Goal!! Event detection in sports video. - Grigorios Tsagkatakis; Mustafa I. Jaber; Panagiotis Tsakalides (Computer Vision Applications in Sports, 2017)

Application of Tensor and Matrix Completion on Environmental Sensing Data. - Michalis Giannopoulos; Sofia Savvaki; Grigorios Tsagkatakis; Panagiotis Tsakalides (ESANN, 2017)

Feature Extraction and Learning for RSSI based Indoor Device Localization. - Stavros Timotheatos; Grigorios Tsagkatakis; Panagiotis Tsakalides; Panos E. Trahanias (ESANN, 2017)

Denoising galaxy spectra with coupled dictionary learning. - Konstantina Fotiadou; Grigorios Tsagkatakis; Bruno Moraes; Filipe B. Abdalla; Panagiotis Tsakalides (EUSIPCO, 2017)

A distributed learning architecture for big imaging problems in astrophysics. - Athanasia Panousopoulou; Sammuel Farrens; Yiannis Mastorakis; Jean-Luc Starck; Panagiotis Tsakalides (EUSIPCO, 2017)

Dictionary learning for spontaneous neural activity modeling. - Eirini Troullinou; Grigorios Tsagkatakis; Ganna Palagina; Maria Papadopouli; Stelios Manolis Smirnakis; Panagiotis Tsakalides (EUSIPCO, 2017)

An online feature selection architecture for Human Activity Recognition. - Katerina Karagiannaki; Athanasia Panousopoulou; Panagiotis Tsakalides (ICASSP, 2017)

Computational Snapshot Spectral Imaging. - Grigorios Tsagkatakis; Panagiotis Tsakalides (ERCIM News, 2017)

Matrix and Tensor Completion on a Human Activity Recognition Framework. - Sofia Savvaki; Grigorios Tsagkatakis; Athanasia Panousopoulou; Panagiotis Tsakalides (IEEE J. Biomed. Health Informatics, 2017)

Recovery of Soil Moisture Active Passive (SMAP) Instrument's Active Measurements via Coupled Dictionary Learning. - Konstantina Fotiadou; Grigorios Tsagkatakis; Mahta Moghaddam; Panagiotis Tsakalides (Computational Imaging, 2018)

On the Impact of Tensor Completion in the Classification of Undersampled Hyperspectral Imagery. - Michalis Giannopoulos; Grigorios Tsagkatakis; Panagiotis Tsakalides (EUSIPCO, 2018)

Compressive Sensing of Temporally Correlated Sources Using Isotropic Multivariate Stable Laws. - George Tzagkarakis; John P. Nolan; Panagiotis Tsakalides (EUSIPCO, 2018)

1-Bit Tensor Completion. - Anastasia Aidini; Grigorios Tsagkatakis; Panagiotis Tsakalides (Image Processing: Algorithms and Systems, 2018)

Convolutional neural networks for the analysis of broadcasted tennis games. - Grigorios Tsagkatakis; Mustafa I. Jaber; Panagiotis Tsakalides (Visual Information Processing and Communication, 2018)

A Distributed Learning Architecture for Scientific Imaging Problems. - Athanasia Panousopoulou; Samuel Farrens; Konstantina Fotiadou; Arnaud Woiselle; Grigorios Tsagkatakis; Jean-Luc Starck; Panagiotis Tsakalides (CoRR, 2018)

Convolutional Neural Networks for Video Quality Assessment. - Michalis Giannopoulos; Grigorios Tsagkatakis; Saverio G. Blasi; Farzad Toutounchi; Athanasios Mouchtaris; Panagiotis Tsakalides; Marta Mrak; Ebroul Izquierdo (CoRR, 2018)

Hyperspectral Image Compression and Super-Resolution Using Tensor Decomposition Learning. - Anastasia Aidini; Michalis Giannopoulos; Anastasia Pentari; Konstantina Fotiadou; Panagiotis Tsakalides (ACSSC, 2019)

Sparse Representations on DW-MRI: A Study on Pancreas. - Anastasia Pentari; Grigorios Tsagkatakis; Kostas Marias; Georgios C. Manikis; Nikolaos Kartalis; Nikolaos Papanikolaou 003; Panagiotis Tsakalides (BIBE, 2019)

Automated Screening of Dyslexia via Dynamical Recurrence Analysis of Wearable Sensor Data. - Michaela Areti Zervou; George Tzagkarakis; Panagiotis Tsakalides (BIBE, 2019)

Compression of High-Dimensional Multispectral Image Time Series Using Tensor Decomposition Learning. - Anastasia Aidini; Grigorios Tsagkatakis; Panagiotis Tsakalides (EUSIPCO, 2019)

On Realizing Distributed Deep Neural Networks: An Astrophysics Case Study. - Maria Aspri; Grigorios Tsagkatakis; Athanasia Panousopoulou; Panagiotis Tsakalides (EUSIPCO, 2019)

Neuro-Inspired Compression of RGB Images. - Effrosyni Doutsi; George Tzagkarakis; Panagiotis Tsakalides (EUSIPCO, 2019)

Real-Time Prototyping of Matlab-Java Code Integration for Water Sensor Networks Applications. - Stylianos Roubakis; George Tzagkarakis; Panagiotis Tsakalides (EUSIPCO, 2019)

A Self-Tuned Architecture for Human Activity Recognition Based on a Dynamical Recurrence Analysis of Wearable Sensor Data. - Michaela Areti Zervou; George Tzagkarakis; Athanasia Panousopoulou; Panagiotis Tsakalides (EUSIPCO, 2019)

Alternating Direction Method of Multipliers for Semi-blind Astronomical Image Deconvolution. - Konstantina Fotiadou; Grigorios Tsagkatakis; Panagiotis Tsakalides (ICASSP, 2019)

Efficient Convolutional Neural Network Weight Compression for Space Data Classification on Multi-fpga Platforms. - George Pitsis; Grigorios Tsagkatakis; Christos Kozanitis; Ioannis Kalomoiris; Aggelos Ioannou; Apostolos Dollas; Manolis G. H. Katevenis; Panagiotis Tsakalides (ICASSP, 2019)

Deep Learning for Multilabel Land Cover Scene Categorization Using Data Augmentation. - Radamanthys Stivaktakis; Grigorios Tsagkatakis; Panagiotis Tsakalides (IEEE Geosci. Remote. Sens. Lett., 2019)

Survey of Deep-Learning Approaches for Remote Sensing Observation Enhancement. - Grigorios Tsagkatakis; Anastasia Aidini; Konstantina Fotiadou; Michalis Giannopoulos; Anastasia Pentari; Panagiotis Tsakalides (Sensors, 2019)

Graph and Rank Regularized Matrix Recovery for Snapshot Spectral Image Demosaicing. - Grigorios Tsagkatakis; Maarten Bloemen; Bert Geelen; Murali Jayapala; Panagiotis Tsakalides (IEEE Trans. Computational Imaging, 2019)

Spectral Super Resolution of Hyperspectral Images via Coupled Dictionary Learning. - Konstantina Fotiadou; Grigorios Tsagkatakis; Panagiotis Tsakalides (IEEE Trans. Geosci. Remote. Sens., 2019)

Compressive Sensing Using Symmetric Alpha-Stable Distributions for Robust Sparse Signal Reconstruction. - George Tzagkarakis; John P. Nolan; Panagiotis Tsakalides (IEEE Trans. Signal Process., 2019)

An end-to-end spike-based image compression architecture. - Effrosyni Doutsi; Marc Antonini; Panagiotis Tsakalides (ACSSC, 2020)

A Study on the Effect of Distinct Adjacency Matrices for Graph Signal Denoising. - Anastasia Pentari; George Tzagkarakis; Kostas Marias; Panagiotis Tsakalides (BIBE, 2020)

Tensor Dictionary Learning with Representation Quantization for Remote Sensing Observation Compression. - Anastasia Aidini; Grigorios Tsagkatakis; Panagiotis Tsakalides (DCC, 2020)

Image Compression Based on Neuroscience Models: Rate-Distortion Performance of the Neural Code. - Effrosyni Doutsi; Panagiotis Tsakalides (DCC, 2020)

Fish Freshness Estimation though analysis of Multispectral Images with Convolutional Neural Networks. - Grigorios Tsagkatakis; Savas Nikolidakis; Eleni Petra; Argyris Kapantagakis; Kriton Grigorakis; George Katselis; Nikos Vlahos; Panagiotis Tsakalides (Food and Agricultural Imaging Systems, 2020)

Data-driven Kernel-based Probabilistic SAX for Time Series Dimensionality Reduction. - Konstantinos Bountrogiannis; George Tzagkarakis; Panagiotis Tsakalides (EUSIPCO, 2020)

Anomaly Detection for Symbolic Time Series Representations of Reduced Dimensionality. - Konstantinos Bountrogiannis; George Tzagkarakis; Panagiotis Tsakalides (EUSIPCO, 2020)

Graph-based Denoising of EEG Signals in Impulsive Environments. - Anastasia Pentari; George Tzagkarakis; Kostas Marias; Panagiotis Tsakalides (EUSIPCO, 2020)

Efficient Dynamic Analysis of Low-similarity Proteins for Structural Class Prediction. - Michaela Areti Zervou; Effrosyni Doutsi; Pavlos Pavlidis; Panagiotis Tsakalides (EUSIPCO, 2020)

Quantized Tensor Robust Principal Component Analysis. - Anastasia Aidini; Grigorios Tsagkatakis; Panagiotis Tsakalides (ICASSP, 2020)

Multi-Temporal Convolutional Neural Networks for Satellite-Derived Soil Moisture Observation Enhancement. - Grigorios Tsagkatakis; Mahta Moghaddam; Panagiotis Tsakalides (IGARSS, 2020)

Adversarial dictionary learning for a robust analysis and modelling of spontaneous neuronal activity. - Eirini Troullinou; Grigorios Tsagkatakis; Ganna Palagina; Maria Papadopouli; Stelios Manolis Smirnakis; Panagiotis Tsakalides (Neurocomputing, 2020)

Classification of Compressed Remote Sensing Multispectral Images via Convolutional Neural Networks. - Michalis Giannopoulos; Anastasia Aidini; Anastasia Pentari; Konstantina Fotiadou; Panagiotis Tsakalides (J. Imaging, 2020)

Semantic Predictive Coding with Arbitrated Generative Adversarial Networks. - Radamanthys Stivaktakis; Grigorios Tsagkatakis; Panagiotis Tsakalides (Mach. Learn. Knowl. Extr., 2020)

Distributed Training and Inference of Deep Learning Models for Multi-Modal Land Cover Classification. - Maria Aspri; Grigorios Tsagkatakis; Panagiotis Tsakalides (Remote. Sens., 2020)

Quantifying the Computational Efficiency of Compressive Sensing in Smart Water Network Infrastructures. - George Tzagkarakis; Pavlos Charalampidis; Stylianos Roubakis; Antonis Makrogiannakis; Panagiotis Tsakalides (Sensors, 2020)

Convolutional Neural Networks for Spectroscopic Redshift Estimation on Euclid Data. - Radamanthys Stivaktakis; Grigorios Tsagkatakis; Bruno Moraes; Filipe B. Abdalla; Jean-Luc Starck; Panagiotis Tsakalides (IEEE Trans. Big Data, 2020)

Snapshot High Dynamic Range Imaging via Sparse Representations and Feature Learning. - Konstantina Fotiadou; Grigorios Tsagkatakis; Panagiotis Tsakalides (IEEE Trans. Multim., 2020)

Knowledge distillation from multispectral Images for fish freshness estimation. - Grigorios Tsagkatakis; Stylianos Roubakis; Savas Nikolidakis; Eleni Petra; Athanasios Mantes; Argyris Kapantagakis; Kriton Grigorakis; George Katselis; Nikos Vlahos; Panagiotis Tsakalides (Food and Agricultural Imaging Systems, 2021)

Visibility Graph Network of Multidimensional Time Series Data for Protein Structure Classification. - Michaela Areti Zervou; Effrosyni Doutsi; Panagiotis Tsakalides (EUSIPCO, 2021)

Deep multi-modal satellite and in-situ observation fusion for Soil Moisture retrieval. - Grigorios Tsagkatakis; Mahta Moghaddam; Panagiotis Tsakalides (IGARSS, 2021)

Structural classification of proteins based on the computationally efficient recurrence quantification analysis and horizontal visibility graphs. - Michaela Areti Zervou; Effrosyni Doutsi; Pavlos Pavlidis; Panagiotis Tsakalides (Bioinform., 2021)

Neuronal Communication Process Opens New Directions in Image and Video Compression Systems. - Effrosyni Doutsi; Marc Antonini; Panagiotis Tsakalides (ERCIM News, 2021)

Tensor Decomposition Learning for Compression of Multidimensional Signals. - Anastasia Aidini; Grigorios Tsagkatakis; Panagiotis Tsakalides (IEEE J. Sel. Top. Signal Process., 2021)

Robust nonlinear compressive sampling using symmetric alpha-stable distributions. - George Tzagkarakis; John P. Nolan; Panagiotis Tsakalides (Signal Process., 2021)

Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks. - Eirini Troullinou; Grigorios Tsagkatakis; Spyridon Chavlis; Gergely F. Turi; Wen-Ke Li; Attila Losonczy; Panagiotis Tsakalides; Panayiota Poirazi (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

Dynamic Image Quantization Using Leaky Integrate-and-Fire Neurons. - Effrosyni Doutsi; Lionel Fillatre; Marc Antonini; Panagiotis Tsakalides (IEEE Trans. Image Process., 2021)

Secondary Structure Classification of Low-homology Proteins with Graph Neural Networks. - Michaela Areti Zervou; Effrosyni Doutsi; Panagiotis Tsakalides (EUSIPCO, 2022)

4D Convolutional Neural Networks for Multi-Spectral and Multi-Temporal Remote Sensing Data Classification. - Michalis Giannopoulos; Grigorios Tsagkatakis; Panagiotis Tsakalides (ICASSP, 2022)

Retina-Inspired Spatio-Temporal Filtering for Dynamic Video Coding. - Effrosyni Doutsi; Marc Antonini; Panagiotis Tsakalides (ICIP, 2022)

Neuro-inspired Image Compression Architectures. - Anastasios Papanastasiou; Effrosyni Doutsi; Michalis E. Zervakis; Panagiotis Tsakalides (IST, 2022)

Graph denoising of impulsive EEG signals and the effect of their graph representation. - Anastasia Pentari; George Tzagkarakis; Kostas Marias; Panagiotis Tsakalides (Biomed. Signal Process. Control., 2022)

Changes in resting-state functional connectivity in neuropsychiatric lupus: A dynamic approach based on recurrence quantification analysis. - Anastasia Pentari; George Tzagkarakis; Panagiotis Tsakalides; Panagiotis G. Simos; George Bertsias; Eleftherios Kavroulakis; Kostas Marias; Nicholas John Simos; Efrosini Papadaki (Biomed. Signal Process. Control., 2022)

4D U-Nets for Multi-Temporal Remote Sensing Data Classification. - Michalis Giannopoulos; Grigorios Tsagkatakis; Panagiotis Tsakalides (Remote. Sens., 2022)

Embedded Temporal Convolutional Networks for Essential Climate Variables Forecasting. - Maria Myrto Villia; Grigorios Tsagkatakis; Mahta Moghaddam; Panagiotis Tsakalides (Sensors, 2022)

OmbriaNet - Supervised Flood Mapping via Convolutional Neural Networks Using Multitemporal Sentinel-1 and Sentinel-2 Data Fusion. - Georgios I. Drakonakis; Grigorios Tsagkatakis; Konstantina Fotiadou; Panagiotis Tsakalides (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Dataset for Embedded Temporal Convolutional Networks for Essential Climate Variables Forecasting. - Maria Myrto Villia; Grigorios Tsagkatakis; Mahta Moghaddam; Panagiotis Tsakalides (Zenodo, 2022)

Few-Shot Classification Using Tensor Completion. - Anastasia Aidini; Grigorios Tsagkatakis; Nicholas D. Sidiropoulos; Panagiotis Tsakalides (ACSSC, 2023)

A Generative Neighborhood-Based Deep Autoencoder with an Extended Loss Function for Robust Imbalanced Classification. - Eirini Troullinou; Grigorios Tsagkatakis; Attila Losonczy; Panayiota Poirazi; Panagiotis Tsakalides (ACSSC, 2023)

Efficient Protein Structural Class Prediction Via Chaos Game Representation and Recurrent Neural Networks. - Michaela Areti Zervou; Effrosyni Doutsi; Panagiotis Tsakalides (ICASSP, 2023)

Age of Incorrect Information With Hybrid ARQ Under a Resource Constraint for N-ary Symmetric Markov Sources. - Konstantinos Bountrogiannis; Anthony Ephremides; Panagiotis Tsakalides; George Tzagkarakis (CoRR, 2023)

Unleashing the Power of Artificial Intelligence for Personalised Drug Design. - Michaela Areti Zervou; Effrosyni Doutsi; Panagiotis Tsakalides (ERCIM News, 2023)

Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection. - Konstantinos Bountrogiannis; George Tzagkarakis; Panagiotis Tsakalides (IEEE Trans. Knowl. Data Eng., 2023)

Leveraging Sparse Input and Sparse Models: Efficient Distributed Learning in Resource-Constrained Environments. - Emmanouil Kariotakis; Grigorios Tsagkatakis; Panagiotis Tsakalides; Anastasios Kyrillidis (CPAL, 2024)

Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold. - Michaela Areti Zervou; Effrosyni Doutsi; Yannis Pantazis; Panagiotis Tsakalides (ICASSP, 2024)

Exploring the Potential of Recurrence Quantification Analysis for Video Analysis and Motion Detection. - T. Kyprianidi; E. Doutsi; George Tzagkarakis; Panagiotis Tsakalides (ICIP, 2024)

Unsupervised Change Detection on Multi-Temporal Satellite Images Using Tensor Decomposition Learning. - Anastasia Aidini; Grigorios Tsagkatakis; Panagiotis Tsakalides (IGARSS, 2024)

Soil Moisture Retrieval Using in Situ and Data Simulation Regularized Deep Learning Models. - Grigorios Tsagkatakis; Mahta Moghaddam; Panagiotis Tsakalides (IGARSS, 2024)

A Spatiotemporal Decomposition of a Video Stream Based on the Retina-Inspired Filter. - Effrosyni Doutsi; Panagiotis Tsakalides (MMSP, 2024)

Variable-Length Stop-Feedback Coding for Minimum Age of Incorrect Information. - Konstantinos Bountrogiannis; Ioannis Papoutsidakis; Anthony Ephremides; Panagiotis Tsakalides; George Tzagkarakis (MobiHoc, 2024)

A Generative Neighborhood-Based Deep Autoencoder for Robust Imbalanced Classification. - Eirini Troullinou; Grigorios Tsagkatakis; Attila Losonczy; Panayiota Poirazi; Panagiotis Tsakalides (IEEE Trans. Artif. Intell., 2024)

Higher-Order Convolutional Neural Networks for Essential Climate Variables Forecasting. - Michalis Giannopoulos; Grigorios Tsagkatakis; Panagiotis Tsakalides (Remote. Sens., 2024)

Federated Learning for Remote Sensing Image Classification Using Sparse Image Representations. - Christina Kopidaki; Grigorios Tsagkatakis; Panagiotis Tsakalides (IEEE Geosci. Remote. Sens. Lett., 2025)