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2020 – today
- 2024
[j54]Michalis Giannopoulos
, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Higher-Order Convolutional Neural Networks for Essential Climate Variables Forecasting. Remote. Sens. 16(11): 2020 (2024)- [j53]Eirini Troullinou, Grigorios Tsagkatakis, Attila Losonczy, Panayiota Poirazi, Panagiotis Tsakalides:
A Generative Neighborhood-Based Deep Autoencoder for Robust Imbalanced Classification. IEEE Trans. Artif. Intell. 5(1): 80-91 (2024) - [c114]Michaela Areti Zervou, Effrosyni Doutsi, Yannis Pantazis, Panagiotis Tsakalides:
Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold. ICASSP 2024: 1836-1840 - [c113]Grigorios Tsagkatakis, Mahta Moghaddam, Panagiotis Tsakalides:
Soil Moisture Retrieval Using in Situ and Data Simulation Regularized Deep Learning Models. IGARSS 2024: 1029-1033 - [c112]Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Unsupervised Change Detection on Multi-Temporal Satellite Images Using Tensor Decomposition Learning. IGARSS 2024: 8495-8499 - [c111]Konstantinos Bountrogiannis, Ioannis Papoutsidakis, Anthony Ephremides, Panagiotis Tsakalides, George Tzagkarakis:
Variable-Length Stop-Feedback Coding for Minimum Age of Incorrect Information. MobiHoc 2024: 410-415 - [i11]Konstantinos Bountrogiannis, Ioannis Papoutsidakis, Anthony Ephremides, Panagiotis Tsakalides, George Tzagkarakis:
Variable-Length Stop-Feedback Coding for Minimum Age of Incorrect Information. CoRR abs/2404.01276 (2024) - 2023
- [j52]Konstantinos Bountrogiannis, George Tzagkarakis, Panagiotis Tsakalides:
Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection. IEEE Trans. Knowl. Data Eng. 35(6): 5752-5766 (2023) - [c110]Eirini Troullinou, Grigorios Tsagkatakis, Attila Losonczy, Panayiota Poirazi, Panagiotis Tsakalides:
A Generative Neighborhood-Based Deep Autoencoder with an Extended Loss Function for Robust Imbalanced Classification. ACSSC 2023: 1015-1019 - [c109]Anastasia Aidini, Grigorios Tsagkatakis, Nicholas D. Sidiropoulos, Panagiotis Tsakalides:
Few-Shot Classification Using Tensor Completion. ACSSC 2023: 1283-1287 - [c108]Michaela Areti Zervou, Effrosyni Doutsi, Panagiotis Tsakalides:
Efficient Protein Structural Class Prediction Via Chaos Game Representation and Recurrent Neural Networks. ICASSP 2023: 1-5 - [i10]Konstantinos Bountrogiannis, Anthony Ephremides, Panagiotis Tsakalides, George Tzagkarakis:
Age of Incorrect Information With Hybrid ARQ Under a Resource Constraint for N-ary Symmetric Markov Sources. CoRR abs/2303.18128 (2023) - [i9]Michaela Areti Zervou, Effrosyni Doutsi, Panagiotis Tsakalides:
Unleashing the Power of Artificial Intelligence for Personalised Drug Design. ERCIM News 2023(134) (2023) - 2022
- [j51]Anastasia Pentari, George Tzagkarakis, Panagiotis Tsakalides, Panagiotis G. Simos, George Bertsias, Eleftherios Kavroulakis, Kostas Marias, Nicholas John Simos, Efrosini Papadaki:
Changes in resting-state functional connectivity in neuropsychiatric lupus: A dynamic approach based on recurrence quantification analysis. Biomed. Signal Process. Control. 72(Part): 103285 (2022) - [j50]Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides:
Graph denoising of impulsive EEG signals and the effect of their graph representation. Biomed. Signal Process. Control. 78: 103886 (2022) - [j49]Michalis Giannopoulos, Grigorios Tsagkatakis, Panagiotis Tsakalides:
4D U-Nets for Multi-Temporal Remote Sensing Data Classification. Remote. Sens. 14(3): 634 (2022) - [j48]Maria Myrto Villia, Grigorios Tsagkatakis, Mahta Moghaddam, Panagiotis Tsakalides:
Embedded Temporal Convolutional Networks for Essential Climate Variables Forecasting. Sensors 22(5): 1851 (2022) - [j47]Georgios I. Drakonakis, Grigorios Tsagkatakis, Konstantina Fotiadou, Panagiotis Tsakalides:
OmbriaNet - Supervised Flood Mapping via Convolutional Neural Networks Using Multitemporal Sentinel-1 and Sentinel-2 Data Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2341-2356 (2022) - [c107]Michaela Areti Zervou, Effrosyni Doutsi, Panagiotis Tsakalides:
Secondary Structure Classification of Low-homology Proteins with Graph Neural Networks. EUSIPCO 2022: 1228-1232 - [c106]Michalis Giannopoulos, Grigorios Tsagkatakis, Panagiotis Tsakalides:
4D Convolutional Neural Networks for Multi-Spectral and Multi-Temporal Remote Sensing Data Classification. ICASSP 2022: 1541-1545 - [c105]Effrosyni Doutsi, Marc Antonini, Panagiotis Tsakalides:
Retina-Inspired Spatio-Temporal Filtering for Dynamic Video Coding. ICIP 2022: 3321-3325 - [c104]Anastasios Papanastasiou, Effrosyni Doutsi, Michalis E. Zervakis, Panagiotis Tsakalides:
Neuro-inspired Image Compression Architectures. IST 2022: 1-3 - 2021
- [j46]Michaela Areti Zervou, Effrosyni Doutsi, Pavlos Pavlidis, Panagiotis Tsakalides:
Structural classification of proteins based on the computationally efficient recurrence quantification analysis and horizontal visibility graphs. Bioinform. 37(13): 1796-1804 (2021) - [j45]Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Tensor Decomposition Learning for Compression of Multidimensional Signals. IEEE J. Sel. Top. Signal Process. 15(3): 476-490 (2021) - [j44]George Tzagkarakis, John P. Nolan, Panagiotis Tsakalides:
Robust nonlinear compressive sampling using symmetric alpha-stable distributions. Signal Process. 182: 107944 (2021) - [j43]Eirini Troullinou, Grigorios Tsagkatakis, Spyridon Chavlis, Gergely F. Turi, Wen-Ke Li, Attila Losonczy, Panagiotis Tsakalides, Panayiota Poirazi:
Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 5(5): 755-767 (2021) - [j42]Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Panagiotis Tsakalides:
Dynamic Image Quantization Using Leaky Integrate-and-Fire Neurons. IEEE Trans. Image Process. 30: 4305-4315 (2021) - [c103]Grigorios Tsagkatakis, Stylianos Roubakis, Savas Nikolidakis, Eleni Petra, Athanasios Mantes, Argyris Kapantagakis, Kriton Grigorakis, George Katselis, Nikos Vlahos, Panagiotis Tsakalides:
Knowledge distillation from multispectral Images for fish freshness estimation. Food and Agricultural Imaging Systems 2021: 1-7 - [c102]Michaela Areti Zervou, Effrosyni Doutsi, Panagiotis Tsakalides:
Visibility Graph Network of Multidimensional Time Series Data for Protein Structure Classification. EUSIPCO 2021: 1216-1220 - [c101]Grigorios Tsagkatakis, Mahta Moghaddam, Panagiotis Tsakalides:
Deep multi-modal satellite and in-situ observation fusion for Soil Moisture retrieval. IGARSS 2021: 6339-6342 - [i8]Konstantinos Bountrogiannis, George Tzagkarakis, Panagiotis Tsakalides:
Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection. CoRR abs/2105.09592 (2021) - [i7]Effrosyni Doutsi, Marc Antonini, Panagiotis Tsakalides:
Neuronal Communication Process Opens New Directions in Image and Video Compression Systems. ERCIM News 2021(125) (2021) - 2020
- [j41]Eirini Troullinou, Grigorios Tsagkatakis, Ganna Palagina, Maria Papadopouli, Stelios Manolis Smirnakis, Panagiotis Tsakalides:
Adversarial dictionary learning for a robust analysis and modelling of spontaneous neuronal activity. Neurocomputing 388: 188-201 (2020) - [j40]Michalis Giannopoulos, Anastasia Aidini, Anastasia Pentari, Konstantina Fotiadou, Panagiotis Tsakalides:
Classification of Compressed Remote Sensing Multispectral Images via Convolutional Neural Networks. J. Imaging 6(4): 24 (2020) - [j39]Radamanthys Stivaktakis, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Semantic Predictive Coding with Arbitrated Generative Adversarial Networks. Mach. Learn. Knowl. Extr. 2(3): 307-326 (2020) - [j38]Maria Aspri, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Distributed Training and Inference of Deep Learning Models for Multi-Modal Land Cover Classification. Remote. Sens. 12(17): 2670 (2020) - [j37]George Tzagkarakis, Pavlos Charalampidis, Stylianos Roubakis, Antonis Makrogiannakis, Panagiotis Tsakalides:
Quantifying the Computational Efficiency of Compressive Sensing in Smart Water Network Infrastructures. Sensors 20(11): 3299 (2020) - [j36]Radamanthys Stivaktakis, Grigorios Tsagkatakis, Bruno Moraes, Filipe B. Abdalla, Jean-Luc Starck, Panagiotis Tsakalides:
Convolutional Neural Networks for Spectroscopic Redshift Estimation on Euclid Data. IEEE Trans. Big Data 6(3): 460-476 (2020) - [j35]Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Snapshot High Dynamic Range Imaging via Sparse Representations and Feature Learning. IEEE Trans. Multim. 22(3): 688-703 (2020) - [c100]Effrosyni Doutsi, Marc Antonini, Panagiotis Tsakalides:
An end-to-end spike-based image compression architecture. ACSSC 2020: 818-820 - [c99]Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides:
A Study on the Effect of Distinct Adjacency Matrices for Graph Signal Denoising. BIBE 2020: 523-529 - [c98]Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Tensor Dictionary Learning with Representation Quantization for Remote Sensing Observation Compression. DCC 2020: 283-292 - [c97]Effrosyni Doutsi, Panagiotis Tsakalides:
Image Compression Based on Neuroscience Models: Rate-Distortion Performance of the Neural Code. DCC 2020: 364 - [c96]Grigorios Tsagkatakis, Savas Nikolidakis, Eleni Petra, Argyris Kapantagakis, Kriton Grigorakis, George Katselis, Nikos Vlahos, Panagiotis Tsakalides:
Fish Freshness Estimation though analysis of Multispectral Images with Convolutional Neural Networks. Food and Agricultural Imaging Systems 2020: 1-5 - [c95]Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides:
Graph-based Denoising of EEG Signals in Impulsive Environments. EUSIPCO 2020: 1095-1099 - [c94]Michaela Areti Zervou, Effrosyni Doutsi, Pavlos Pavlidis, Panagiotis Tsakalides:
Efficient Dynamic Analysis of Low-similarity Proteins for Structural Class Prediction. EUSIPCO 2020: 1328-1332 - [c93]Konstantinos Bountrogiannis, George Tzagkarakis, Panagiotis Tsakalides:
Data-driven Kernel-based Probabilistic SAX for Time Series Dimensionality Reduction. EUSIPCO 2020: 2343-2347 - [c92]Konstantinos Bountrogiannis, George Tzagkarakis, Panagiotis Tsakalides:
Anomaly Detection for Symbolic Time Series Representations of Reduced Dimensionality. EUSIPCO 2020: 2398-2402 - [c91]Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Quantized Tensor Robust Principal Component Analysis. ICASSP 2020: 2453-2457 - [c90]Grigorios Tsagkatakis, Mahta Moghaddam, Panagiotis Tsakalides:
Multi-Temporal Convolutional Neural Networks for Satellite-Derived Soil Moisture Observation Enhancement. IGARSS 2020: 4602-4605
2010 – 2019
- 2019
- [j34]Radamanthys Stivaktakis, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Deep Learning for Multilabel Land Cover Scene Categorization Using Data Augmentation. IEEE Geosci. Remote. Sens. Lett. 16(7): 1031-1035 (2019) - [j33]Grigorios Tsagkatakis, Anastasia Aidini, Konstantina Fotiadou, Michalis Giannopoulos, Anastasia Pentari, Panagiotis Tsakalides:
Survey of Deep-Learning Approaches for Remote Sensing Observation Enhancement. Sensors 19(18): 3929 (2019) - [j32]Grigorios Tsagkatakis, Maarten Bloemen, Bert Geelen, Murali Jayapala, Panagiotis Tsakalides:
Graph and Rank Regularized Matrix Recovery for Snapshot Spectral Image Demosaicing. IEEE Trans. Computational Imaging 5(2): 301-316 (2019) - [j31]Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Spectral Super Resolution of Hyperspectral Images via Coupled Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. 57(5): 2777-2797 (2019) - [j30]George Tzagkarakis, John P. Nolan, Panagiotis Tsakalides:
Compressive Sensing Using Symmetric Alpha-Stable Distributions for Robust Sparse Signal Reconstruction. IEEE Trans. Signal Process. 67(3): 808-820 (2019) - [c89]Anastasia Aidini, Michalis Giannopoulos, Anastasia Pentari, Konstantina Fotiadou, Panagiotis Tsakalides:
Hyperspectral Image Compression and Super-Resolution Using Tensor Decomposition Learning. ACSSC 2019: 1369-1373 - [c88]Michaela Areti Zervou, George Tzagkarakis, Panagiotis Tsakalides:
Automated Screening of Dyslexia via Dynamical Recurrence Analysis of Wearable Sensor Data. BIBE 2019: 770-774 - [c87]Anastasia Pentari, Grigorios Tsagkatakis, Kostas Marias, Georgios C. Manikis, Nikolaos Kartalis, Nikolaos Papanikolaou, Panagiotis Tsakalides:
Sparse Representations on DW-MRI: A Study on Pancreas. BIBE 2019: 791-795 - [c86]Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Compression of High-Dimensional Multispectral Image Time Series Using Tensor Decomposition Learning. EUSIPCO 2019: 1-5 - [c85]Maria Aspri, Grigorios Tsagkatakis, Athanasia Panousopoulou, Panagiotis Tsakalides:
On Realizing Distributed Deep Neural Networks: An Astrophysics Case Study. EUSIPCO 2019: 1-5 - [c84]Effrosyni Doutsi, George Tzagkarakis, Panagiotis Tsakalides:
Neuro-Inspired Compression of RGB Images. EUSIPCO 2019: 1-5 - [c83]Stylianos Roubakis, George Tzagkarakis, Panagiotis Tsakalides:
Real-Time Prototyping of Matlab-Java Code Integration for Water Sensor Networks Applications. EUSIPCO 2019: 1-5 - [c82]Michaela Areti Zervou, George Tzagkarakis, Athanasia Panousopoulou, Panagiotis Tsakalides:
A Self-Tuned Architecture for Human Activity Recognition Based on a Dynamical Recurrence Analysis of Wearable Sensor Data. EUSIPCO 2019: 1-5 - [c81]Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Alternating Direction Method of Multipliers for Semi-blind Astronomical Image Deconvolution. ICASSP 2019: 2157-2161 - [c80]George Pitsis, Grigorios Tsagkatakis, Christos Kozanitis, Ioannis Kalomoiris, Aggelos Ioannou, Apostolos Dollas, Manolis G. H. Katevenis, Panagiotis Tsakalides:
Efficient Convolutional Neural Network Weight Compression for Space Data Classification on Multi-fpga Platforms. ICASSP 2019: 3917-3921 - [i6]Eirini Troullinou, Grigorios Tsagkatakis, Ganna Palagina, Maria Papadopouli, Stelios Manolis Smirnakis, Panagiotis Tsakalides:
Adversarial dictionary learning for a robust analysis and modelling of spontaneous neuronal activity. CoRR abs/1911.01721 (2019) - [i5]Eirini Troullinou, Grigorios Tsagkatakis, Spyridon Chavlis, Gergely F. Turi, Wen-Ke Li, Attila Losonczy, Panagiotis Tsakalides, Panayiota Poirazi:
Artificial neural networks in action for an automated cell-type classification of biological neural networks. CoRR abs/1911.09977 (2019) - 2018
- [c79]Konstantina Fotiadou, Grigorios Tsagkatakis, Mahta Moghaddam, Panagiotis Tsakalides:
Recovery of Soil Moisture Active Passive (SMAP) Instrument's Active Measurements via Coupled Dictionary Learning. Computational Imaging 2018 - [c78]George Tzagkarakis, John P. Nolan, Panagiotis Tsakalides:
Compressive Sensing of Temporally Correlated Sources Using Isotropic Multivariate Stable Laws. EUSIPCO 2018: 1710-1714 - [c77]Michalis Giannopoulos, Grigorios Tsagkatakis, Panagiotis Tsakalides:
On the Impact of Tensor Completion in the Classification of Undersampled Hyperspectral Imagery. EUSIPCO 2018: 1975-1979 - [c76]Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides:
1-Bit Tensor Completion. Image Processing: Algorithms and Systems 2018 - [c75]Grigorios Tsagkatakis, Mustafa I. Jaber, Panagiotis Tsakalides:
Convolutional neural networks for the analysis of broadcasted tennis games. Visual Information Processing and Communication 2018 - [i4]Athanasia Panousopoulou, Samuel Farrens, Konstantina Fotiadou, Arnaud Woiselle, Grigorios Tsagkatakis, Jean-Luc Starck, Panagiotis Tsakalides:
A Distributed Learning Architecture for Scientific Imaging Problems. CoRR abs/1809.05956 (2018) - [i3]Michalis Giannopoulos, Grigorios Tsagkatakis, Saverio G. Blasi, Farzad Toutounchi, Athanasios Mouchtaris, Panagiotis Tsakalides, Marta Mrak, Ebroul Izquierdo:
Convolutional Neural Networks for Video Quality Assessment. CoRR abs/1809.10117 (2018) - 2017
- [j29]Sofia Savvaki, Grigorios Tsagkatakis, Athanasia Panousopoulou, Panagiotis Tsakalides:
Matrix and Tensor Completion on a Human Activity Recognition Framework. IEEE J. Biomed. Health Informatics 21(6): 1554-1561 (2017) - [c74]Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Deep Convolutional Neural Networks for the Classification of Snapshot Mosaic Hyperspectral Imagery. Computational Imaging 2017: 185-190 - [c73]Grigorios Tsagkatakis, Mustafa I. Jaber, Panagiotis Tsakalides:
Goal!! Event detection in sports video. Computer Vision Applications in Sports 2017: 15-20 - [c72]Michalis Giannopoulos, Sofia Savvaki, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Application of Tensor and Matrix Completion on Environmental Sensing Data. ESANN 2017 - [c71]Stavros Timotheatos, Grigorios Tsagkatakis, Panagiotis Tsakalides, Panos E. Trahanias:
Feature Extraction and Learning for RSSI based Indoor Device Localization. ESANN 2017 - [c70]Konstantina Fotiadou, Grigorios Tsagkatakis, Bruno Moraes, Filipe B. Abdalla, Panagiotis Tsakalides:
Denoising galaxy spectra with coupled dictionary learning. EUSIPCO 2017: 498-502 - [c69]Athanasia Panousopoulou, Sammuel Farrens, Yiannis Mastorakis, Jean-Luc Starck, Panagiotis Tsakalides:
A distributed learning architecture for big imaging problems in astrophysics. EUSIPCO 2017: 1440-1444 - [c68]Eirini Troullinou, Grigorios Tsagkatakis, Ganna Palagina, Maria Papadopouli, Stelios Manolis Smirnakis, Panagiotis Tsakalides:
Dictionary learning for spontaneous neural activity modeling. EUSIPCO 2017: 1579-1583 - [c67]Katerina Karagiannaki, Athanasia Panousopoulou, Panagiotis Tsakalides:
An online feature selection architecture for Human Activity Recognition. ICASSP 2017: 2522-2526 - [e1]Panagiotis Tsakalides, Baltasar Beferull-Lozano:
Proceedings of the 3rd International Workshop on Cyber-Physical Systems for Smart Water Networks, CySWATER@CPSWeek 2017, Pittsburgh, Pennsylvania, USA, April 21, 2017. ACM 2017, ISBN 978-1-4503-4975-8 [contents] - [i2]Grigorios Tsagkatakis, Panagiotis Tsakalides:
Computational Snapshot Spectral Imaging. ERCIM News 2017(108) (2017) - 2016
- [j28]Athanasia Panousopoulou, Mikel Azkune, Panagiotis Tsakalides:
Feature selection for performance characterization in multi-hop wireless sensor networks. Ad Hoc Networks 49: 70-89 (2016) - [j27]Grigorios Tsagkatakis, Baltasar Beferull-Lozano, Panagiotis Tsakalides:
Singular spectrum-based matrix completion for time series recovery and prediction. EURASIP J. Adv. Signal Process. 2016: 66 (2016) - [j26]Konstantinos Karalas, Grigorios Tsagkatakis, Michael E. Zervakis, Panagiotis Tsakalides:
Land Classification Using Remotely Sensed Data: Going Multilabel. IEEE Trans. Geosci. Remote. Sens. 54(6): 3548-3563 (2016) - [c66]Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Spectral Resolution Enhancement of Hyperspectral Images via Sparse Representations. Computational Imaging 2016: 1-6 - [c65]Athanasia Panousopoulou, Panagiotis Tsakalides:
On graph-based feature selection for multi-hop performance characterization in industrial smart water networks. CySWATER@CPSWeek 2016: 19-24 - [c64]Panagiotis Tsakalides, Baltasar Beferull-Lozano:
Message from the Workshop Chairs. CySWATER@CPSWeek 2016: iii - [c63]Grigorios Tsagkatakis, Murali Jayapala, Bert Geelen, Panagiotis Tsakalides:
Non-negative Matrix Completion for the Enhancement of Snapshot Mosaic Multispectral Imagery. IMSE 2016: 1-6 - [c62]George Tzagkarakis, Wouter Charle, Panagiotis Tsakalides:
Data compression for snapshot mosaic hyperspectral image sensors. EUSIPCO 2016: 1558-1562 - [c61]Sofia Savvaki, Grigorios Tsagkatakis, Athanasia Panousopoulou, Panagiotis Tsakalides:
Effects of matrix completion on the classification of undersampled human activity data streams. EUSIPCO 2016: 2010-2014 - [c60]Katerina Karagiannaki, Athanasia Panousopoulou, Panagiotis Tsakalides:
A benchmark study on feature selection for human activity recognition. UbiComp Adjunct 2016: 105-108 - 2015
- [j25]Alin Achim, Adrian Basarab, George Tzagkarakis, Panagiotis Tsakalides, Denis Kouame:
Reconstruction of Ultrasound RF Echoes Modeled as Stable Random Variables. IEEE Trans. Computational Imaging 1(2): 86-95 (2015) - [j24]Sofia Nikitaki, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Efficient Multi-Channel Signal Strength Based Localization via Matrix Completion and Bayesian Sparse Learning. IEEE Trans. Mob. Comput. 14(11): 2244-2256 (2015) - [c59]Grigorios Tsagkatakis, Panagiotis Tsakalides:
Recovery of quantized compressed sensing measurements. Computational Imaging 2015: 940106 - [c58]Grigorios Tsagkatakis, Panagiotis Tsakalides:
Compressed hyperspectral sensing. IMSE 2015: 940307 - [c57]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, George Xylomenos, Panagiotis Zervas:
The MusiNet project: Addressing the challenges in Networked Music Performance systems. IISA 2015: 1-6 - [c56]George Tzagkarakis, Panagiotis Tsakalides, Jean-Luc Starck:
Compressive Video Sensing with Adaptive Measurement Allocation for Improving MPEGx Performance. VISAPP (1) 2015: 254-259 - [c55]Phivos Phivou, Athanasia Panousopoulou, Panagiotis Tsakalides:
On realizing distributed topology control in low-power IoT platforms. WF-IoT 2015: 98-103 - 2014
- [j23]Dimitris Milioris, George Tzagkarakis, Artemis Papakonstantinou, Maria Papadopouli, Panagiotis Tsakalides:
Low-dimensional signal-strength fingerprint-based positioning in wireless LANs. Ad Hoc Networks 12: 100-114 (2014) - [j22]George Tzagkarakis, Aleka Seliniotaki, Vassilis Christophides, Panagiotis Tsakalides:
Uncertainty-Aware Sensor Data Management and Early Warning for Monitoring Industrial Infrastructures. Int. J. Monit. Surveillance Technol. Res. 2(4): 1-24 (2014) - [c54]Grigorios Tsagkatakis, Panagiotis Tsakalides, Arnaud Woiselle, Marc Bousquet, George Tzagkarakis, Jean-Luc Starck:
Compressed sensing reconstruction of convolved sparse signals. ICASSP 2014: 3340-3344 - [c53]Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Low Light Image Enhancement via Sparse Representations. ICIAR (1) 2014: 84-93 - [c52]Alin Achim, Adrian Basarab, George Tzagkarakis, Panagiotis Tsakalides, Denis Kouame:
Reconstruction of compressively sampled ultrasound images using dual prior information. ICIP 2014: 1283-1286 - [c51]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:
The MusiNet project: Towards unraveling the full potential of Networked Music Performance systems. IISA 2014: 1-6 - [c50]Aleka Seliniotaki, George Tzagkarakis, Vassilis Christophides, Panagiotis Tsakalides:
Stream correlation monitoring for uncertainty-aware data processing systems. IISA 2014: 342-347 - 2013
- [j21]George Tzagkarakis, Panagiotis Tsakalides, Jean-Luc Starck:
Covariation-based subspace-augmented MUSIC for joint sparse support recovery in impulsive environments. Signal Process. 93(5): 1365-1373 (2013) - [c49]Dimitris Milioris, George Tzagkarakis, Philippe Jacquet, Panagiotis Tsakalides:
WLAN-based indoor path tracking using compressive RSS measurements. EUSIPCO 2013: 1-5 - [c48]Stergios Poularakis, Grigorios Tsagkatakis, Panagiotis Tsakalides, Ioannis Katsavounidis:
Sparse representations for hand gesture recognition. ICASSP 2013: 3746-3750 - [c47]George Tzagkarakis, Alin Achim, Panagiotis Tsakalides, Jean-Luc Starck:
Joint reconstruction of compressively sensed ultrasound RF echoes by exploiting temporal correlations. ISBI 2013: 632-635 - [c46]Sofia Nikitaki, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Efficient recalibration via Dynamic Matrix Completion. MLSP 2013: 1-6 - [c45]Sofia Nikitaki, Philipp Scholl, Kristof Van Laerhoven, Panagiotis Tsakalides:
Localization in Wireless networks via Laser scanning and Bayesian compressed sensing. SPAWC 2013: 739-743 - 2012
- [c44]George Tzagkarakis, Grigorios Tsagkatakis, Jean-Luc Starck, Panagiotis Tsakalides:
Compressive video classification in a low-dimensional manifold with learned distance metric. EUSIPCO 2012: 155-159 - [c43]Sofia Nikitaki, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Efficient training for fingerprint based positioning using matrix completion. EUSIPCO 2012: 195-199 - [c42]Grigorios Tsagkatakis, Panagiotis Tsakalides:
Dictionary based reconstruction and classification of randomly sampled sensor network data. SAM 2012: 117-120 - [c41]Grigorios Tsagkatakis, Panagiotis Tsakalides:
Efficient high dynamic range imaging via matrix completion. MLSP 2012: 1-6 - [c40]Sofia Nikitaki, Panagiotis Tsakalides:
Decentralized indoor wireless localization using compressed sensing of signal-strength fingerprints. PM2HW2N@MSWiM 2012: 37-44 - [c39]George Tzagkarakis, Pavlos Charalampidis, Grigorios Tsagkatakis, Jean-Luc Starck, Panagiotis Tsakalides:
Compressive video classification for decision systems with limited resources. PCS 2012: 353-356 - [c38]George Tzagkarakis, Arnaud Woiselle, Panagiotis Tsakalides, Jean-Luc Starck:
Design of a Compressive Remote Imaging System Compensating a Highly Lightweight Encoding with a Refined Decoding Scheme. VISAPP (1) 2012: 46-55 - [c37]Alexandros G. Fragkiadakis, Sofia Nikitaki, Panagiotis Tsakalides:
Physical-layer intrusion detection for wireless networks using compressed sensing. WiMob 2012: 845-852 - 2011
- [j20]Jean-Luc Starck, Jalal Fadili, Michael Elad, Robert D. Nowak, Panagiotis Tsakalides:
Introduction to the issue on Adaptive Sparse Representation of Data and Applications in Signal and Image Processing. IEEE J. Sel. Top. Signal Process. 5(5): 893-895 (2011) - [j19]Anthony Griffin, Toni Hirvonen, Christos Tzagkarakis, Athanasios Mouchtaris, Panagiotis Tsakalides:
Single-Channel and Multi-Channel Sinusoidal Audio Coding Using Compressed Sensing. IEEE Trans. Speech Audio Process. 19(5): 1382-1395 (2011) - [c36]George Tzagkarakis, Jean-Luc Starck, Panagiotis Tsakalides:
Joint sparse signal ensemble reconstruction in a WSN using decentralized Bayesian matching pursuit. EUSIPCO 2011: 338-342 - [c35]Dimitris Milioris, George Tzagkarakis, Philippe Jacquet, Panagiotis Tsakalides:
Indoor positioning in Wireless LANS using compressive sensing signal-strength fingerprints. EUSIPCO 2011: 1776-1780 - [c34]Sofia Nikitaki, Panagiotis Tsakalides:
Localization in wireless networks based on jointly compressed sensing. EUSIPCO 2011: 1809-1813 - 2010
- [c33]George Tzagkarakis, Panagiotis Tsakalides:
Greedy sparse reconstruction of non-negative signals using symmetric alpha-stable distributions. EUSIPCO 2010: 417-421 - [c32]George Tzagkarakis, Panagiotis Tsakalides:
Distributed compressed sensing of non-negative signals using symmetric alpha-stable distributions. EUSIPCO 2010: 422-426 - [c31]Anthony Griffin, Toni Hirvonen, Athanasios Mouchtaris, Panagiotis Tsakalides:
Multichannel audio coding using sinusoidal modelling and compressed sensing. EUSIPCO 2010: 1439-1443 - [c30]George Tzagkarakis, Panagiotis Tsakalides:
Bayesian compressed sensing imaging using a Gaussian Scale Mixture. ICASSP 2010: 1226-1229 - [c29]George Tzagkarakis, Dimitris Milioris, Panagiotis Tsakalides:
Multiple-measurement Bayesian compressed sensing using GSM priors for DOA estimation. ICASSP 2010: 2610-2613 - [c28]George Tzagkarakis, Panagiotis Tsakalides:
Sparse representation of medical images via compressed sensing using Gaussian scale mixtures. ISBI 2010: 744-747 - [c27]Dimitris Milioris, Lito Kriara, Artemis Papakonstantinou, George Tzagkarakis, Panagiotis Tsakalides, Maria Papadopouli:
Empirical evaluation of signal-strength fingerprint positioning in wireless LANs. MSWiM 2010: 5-13
2000 – 2009
- 2009
- [j18]George Tzagkarakis, Maria Papadopouli, Panagiotis Tsakalides:
Trend forecasting based on Singular Spectrum Analysis of traffic workload in a large-scale wireless LAN. Perform. Evaluation 66(3-5): 173-190 (2009) - [j17]Christos Tzagkarakis, Athanasios Mouchtaris, Panagiotis Tsakalides:
A Multichannel Sinusoidal Model Applied to Spot Microphone Signals for Immersive Audio. IEEE Trans. Speech Audio Process. 17(8): 1483-1497 (2009) - [c26]George Tzagkarakis, Panagiotis Tsakalides:
Bayesian compressed sensing of a highly impulsive signal in heavy-tailed noise using a multivariate Cauchy prior. EUSIPCO 2009: 2293-2297 - [c25]Kallirroi Flouri, Baltasar Beferull-Lozano, Panagiotis Tsakalides:
Optimal gossip algorithm for distributed consensus SVM training in wireless sensor networks. DPS 2009: 1-6 - [c24]Anthony Griffin, Toni Hirvonen, Athanasios Mouchtaris, Panagiotis Tsakalides:
Encoding the sinusoidal model of an audio signal using compressed sensing. ICME 2009: 153-156 - [i1]Athanasios Mouchtaris, Panagiotis Tsakalides:
The ASPIRE Project - Sensor Networks for Immersive Multimedia Environments. ERCIM News 2009(78) (2009) - 2008
- [j16]Athanasios Mouchtaris, Kiki Karadimou, Panagiotis Tsakalides:
Multiresolution Source/Filter Model for Low Bitrate Coding of Spot Microphone Signals. EURASIP J. Audio Speech Music. Process. 2008 (2008) - [j15]George Tzagkarakis, Baltasar Beferull-Lozano, Panagiotis Tsakalides:
Rotation-Invariant Texture Retrieval via Signature Alignment Based on Steerable Sub-Gaussian Modeling. IEEE Trans. Image Process. 17(7): 1212-1225 (2008) - [c23]Katerina Gkirtzou, Panagiotis Tsakalides, Panayiota Poirazi:
Mature miRNA identification via the use of a Naive Bayes classifier. BIBE 2008: 1-5 - [c22]Kallirroi Flouri, Baltasar Beferull-Lozano, Panagiotis Tsakalides:
Distributed consensus algorithms for SVM training in wireless sensor networks. EUSIPCO 2008: 1-5 - [c21]Anthony Griffin, Panagiotis Tsakalides:
Compressed sensing of audio signals using multiple sensors. EUSIPCO 2008: 1-5 - [c20]Christos Tzagkarakis, Athanasios Mouchtaris, Panagiotis Tsakalides:
Modeling and coding of spot microphone signals for immersive audio based on the sinusoidal model. EUSIPCO 2008: 1-5 - [c19]Tao Wan, George Tzagkarakis, Panagiotis Tsakalides, Cedric Nishan Canagarajah, Alin Achim:
Context enhancement through image fusion: A multiresolution approach based on convolution of cauchy distributions. ICASSP 2008: 1309-1312 - [p1]Athanasios Mouchtaris, Christos Tzagkarakis, Panagiotis Tsakalides:
Low Bitrate Coding of Spot Audio Signals for Interactive and Immersive Audio Applications. New Directions in Intelligent Interactive Multimedia 2008: 155-164 - 2007
- [j14]Alin Achim, Ercan E. Kuruoglu, Anastasios Bezerianos, Panagiotis Tsakalides:
Comments on "A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate alpha-stable prior". Pattern Recognit. Lett. 28(13): 1845-1847 (2007) - [j13]Athanasios Mouchtaris, Jan Van der Spiegel, Paul Mueller, Panagiotis Tsakalides:
A Spectral Conversion Approach to Single-Channel Speech Enhancement. IEEE Trans. Speech Audio Process. 15(4): 1180-1193 (2007) - [c18]Hara Stefanou, Thanasis Margaritis, Dimitris Kafetzopoulos, Konstantinos Marias, Panagiotis Tsakalides:
Microarray Image Denoising Using a Two-Stage Multiresolution Technique. BIBM 2007: 383-389 - [c17]Christos Tzagkarakis, Athanasios Mouchtaris, Panagiotis Tsakalides:
Sinusoidal modeling of spot microphone signals based on noise transplantation for multichannel audio coding. EUSIPCO 2007: 1362-1366 - [c16]George Tzagkarakis, Maria Papadopouli, Panagiotis Tsakalides:
Singular spectrum analysis of traffic workload in a large-scale wireless lan. MSWiM 2007: 99-108 - 2006
- [j12]George Tzagkarakis, Baltasar Beferull-Lozano, Panagiotis Tsakalides:
Rotation-invariant texture retrieval with gaussianized steerable pyramids. IEEE Trans. Image Process. 15(9): 2702-2718 (2006) - [c15]Kallirroi Flouri, Baltasar Beferull-Lozano, Panagiotis Tsakalides:
Training a SVM-based classifier in distributed sensor networks. EUSIPCO 2006: 1-5 - [c14]Athanasios Mouchtaris, Kiki Karadimou, Panagiotis Tsakalides:
Multiband source/filter representation of multichannel audio for reduction of inter-channel redundancy. EUSIPCO 2006: 1-5 - [c13]Christos Tzagkarakis, Athanasios Mouchtaris, Panagiotis Tsakalides:
Musical Genre Classification VIA Generalized Gaussian and Alpha-Stable Modeling. ICASSP (5) 2006: 217-220 - 2005
- [j11]Alexia Briassouli, Panagiotis Tsakalides, Athanasios Stouraitis:
Hidden messages in heavy-tails: DCT-domain watermark detection using alpha-stable models. IEEE Trans. Multim. 7(4): 700-715 (2005) - [c12]George Tzagkarakis, Baltasar Beferull-Lozano, Panagiotis Tsakalides:
Rotation-Invariant Texture Retrieval with Gaussianized Steerable Pyramids. ICASSP (2) 2005: 413-416 - [c11]Athanasios Mouchtaris, Jan Van der Spiegel, Paul Mueller, Panagiotis Tsakalides:
A spectral conversion approach to feature denoising and speech enhancement. INTERSPEECH 2005: 2057-2060 - 2004
- [j10]Marilli Rupi, Panagiotis Tsakalides, Enrico Del Re, Chrysostomos L. Nikias:
Constant modulus blind equalization based on fractional lower-order statistics. Signal Process. 84(5): 881-894 (2004) - 2003
- [j9]Alin Achim, Panagiotis Tsakalides, Anastasios Bezerianos:
SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling. IEEE Trans. Geosci. Remote. Sens. 41(8): 1773-1784 (2003) - 2002
- [c10]Alin Achim, Anastasios Bezerianos, Panagiotis Tsakalides:
SAR image denoising: a multiscale robust statistical approach. DSP 2002: 1235-1238 - 2001
- [j8]Alin Achim, Anastasios Bezerianos, Panagiotis Tsakalides:
Novel Bayesian Multiscale Method for Speckle Removal in Medical Ultrasound Images. IEEE Trans. Medical Imaging 20(8): 772-783 (2001) - [c9]Vassilis Paliouras, J. Dagres, Panagiotis Tsakalides, Thanos Stouraitis:
VLSI architectures for blind equalization based on fractional-order statistics. ICECS 2001: 799-802 - [c8]Alin Achim, Anastasios Bezerianos, Panagiotis Tsakalides:
Wavelet-based ultrasound image denoising using an alpha-stable prior probability model. ICIP (2) 2001: 221-224 - 2000
- [j7]Marilli Rupi, Panagiotis Tsakalides, Enrico Del Re, Chrysostomos L. Nikias:
Robust spatial filtering of coherent sources for wireless communications. Signal Process. 80(3): 381-396 (2000) - [j6]Panagiotis Tsakalides, Flippo Trinic, Chrysostomos L. Nikias:
Performance assessment of CFAR processors in Pearson-distributed clutter. IEEE Trans. Aerosp. Electron. Syst. 36(4): 1377-1386 (2000)
1990 – 1999
- 1999
- [j5]Chris Kyriakakis, Panagiotis Tsakalides, Tomlinson Holman:
Surrounded by sound. IEEE Signal Process. Mag. 16(1): 55-66 (1999) - [j4]Panayiotis G. Georgiou, Panagiotis Tsakalides, Chris Kyriakakis:
Alpha-Stable Modeling of Noise and Robust Time-Delay Estimation in the Presence of Impulsive Noise. IEEE Trans. Multim. 1(3): 291-301 (1999) - [c7]Marilli Rupi, Panagiotis Tsakalides, Chrysostomos L. Nikias, Enrico Del Re:
Robust constant modulus arrays based on fractional lower-order statistics. ICASSP 1999: 2945-2948 - [c6]Panayiotis G. Georgiou, Panagiotis Tsakalides, Chris Kyriakakis:
Alpha-stable robust modeling of background noise for enhanced sound source localization. ICASSP 1999: 3085-3088 - [c5]Panagiotis Tsakalides, Chrysostomos L. Nikias:
A new phase gradient autofocus technique for high resolution image formation based on fractional lower-order statistics. ICECS 1999: 667-670 - 1998
- [c4]George A. Tsihrintzis, Panagiotis Tsakalides, Chrysostomos L. Nikias:
Spectral methods for stationary harmonizable alpha-stable processes. EUSIPCO 1998: 1-4 - 1997
- [c3]Panagiotis Tsakalides, Chrysostomos L. Nikias:
A new model for non-Rayleigh clutter: space-time adaptive processing in stable impulsive interference. ICASSP 1997: 3517-3520 - 1996
- [j3]Panagiotis Tsakalides, Chrysostomos L. Nikias:
The robust covariation-based MUSIC (ROC-MUSIC) algorithm for bearing estimation in impulsive noise environments. IEEE Trans. Signal Process. 44(7): 1623-1633 (1996) - [c2]Panagiotis Tsakalides, Chrysostomos L. Nikias:
Robust adaptive beamforming in alpha-stable noise environments. ICASSP 1996: 2884-2887 - 1995
- [j2]Panagiotis Tsakalides, Chrysostomos L. Nikias:
Maximum likelihood localization of sources in noise modeled as a stable process. IEEE Trans. Signal Process. 43(11): 2700-2713 (1995) - [c1]Panagiotis Tsakalides, Chrysostomos L. Nikias:
Subspace-based direction finding in alpha-stable noise environments. ICASSP 1995: 2092-2095 - 1991
- [j1]Ioannis Pitas, Panagiotis Tsakalides:
Multivariate ordering in color image filtering. IEEE Trans. Circuits Syst. Video Technol. 1(3): 247-259 (1991)
Coauthor Index
[j54] [j53] [c113] [c112] [c110] [c109] [j49] [j48] [j47] [c106] [j45] [j43] [c103] [c101] [j41] [j39] [j38] [j36] [j35] [c98] [c96] [c91] [c90] [j34] [j33] [j32] [j31] [c87] [c86] [c85] [c81] [c80] [i6] [i5] [c79] [c77] [c76] [c75] [i4] [i3] [j29] [c74] [c73] [c72] [c71] [c70] [c68] [i2] [j27] [j26] [c66] [c63] [c61] [j24] [c59] [c58] [c54] [c53] [c48] [c46] [c44] [c43] [c42] [c41] [c39]
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