Panagiotis Tsakalides
Orcid: 0000-0003-4918-603X
According to our database1,
Panagiotis Tsakalides
authored at least 176 papers
between 1991 and 2024.
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Bibliography
2024
Higher-Order Convolutional Neural Networks for Essential Climate Variables Forecasting.
Remote. Sens., June, 2024
A Generative Neighborhood-Based Deep Autoencoder for Robust Imbalanced Classification.
IEEE Trans. Artif. Intell., January, 2024
Proceedings of the Twenty-fifth International Symposium on Theory, 2024
A Spatiotemporal Decomposition of a Video Stream Based on the Retina-Inspired Filter.
Proceedings of the 26th IEEE International Workshop on Multimedia Signal Processing, 2024
Soil Moisture Retrieval Using in Situ and Data Simulation Regularized Deep Learning Models.
Proceedings of the IGARSS 2024, 2024
Unsupervised Change Detection on Multi-Temporal Satellite Images Using Tensor Decomposition Learning.
Proceedings of the IGARSS 2024, 2024
Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection.
IEEE Trans. Knowl. Data Eng., June, 2023
ERCIM News, 2023
Age of Incorrect Information With Hybrid ARQ Under a Resource Constraint for N-ary Symmetric Markov Sources.
CoRR, 2023
Efficient Protein Structural Class Prediction Via Chaos Game Representation and Recurrent Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023
A Generative Neighborhood-Based Deep Autoencoder with an Extended Loss Function for Robust Imbalanced Classification.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
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., 2022
Embedded Temporal Convolutional Networks for Essential Climate Variables Forecasting.
Sensors, 2022
Changes in resting-state functional connectivity in neuropsychiatric lupus: A dynamic approach based on recurrence quantification analysis.
Biomed. Signal Process. Control., 2022
Graph denoising of impulsive EEG signals and the effect of their graph representation.
Biomed. Signal Process. Control., 2022
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
4D Convolutional Neural Networks for Multi-Spectral and Multi-Temporal Remote Sensing Data Classification.
Proceedings of the IEEE International Conference on Acoustics, 2022
Secondary Structure Classification of Low-homology Proteins with Graph Neural Networks.
Proceedings of the 30th European Signal Processing Conference, 2022
2021
IEEE Trans. Image Process., 2021
Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks.
IEEE Trans. Emerg. Top. Comput. Intell., 2021
Signal Process., 2021
IEEE J. Sel. Top. Signal Process., 2021
Neuronal Communication Process Opens New Directions in Image and Video Compression Systems.
ERCIM News, 2021
Structural classification of proteins based on the computationally efficient recurrence quantification analysis and horizontal visibility graphs.
Bioinform., 2021
Deep multi-modal satellite and in-situ observation fusion for Soil Moisture retrieval.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Visibility Graph Network of Multidimensional Time Series Data for Protein Structure Classification.
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the Food and Agricultural Imaging Systems 2021, online, January 11-28, 2021, 2021
2020
IEEE Trans. Multim., 2020
IEEE Trans. Big Data, 2020
Quantifying the Computational Efficiency of Compressive Sensing in Smart Water Network Infrastructures.
Sensors, 2020
Distributed Training and Inference of Deep Learning Models for Multi-Modal Land Cover Classification.
Remote. Sens., 2020
Mach. Learn. Knowl. Extr., 2020
Classification of Compressed Remote Sensing Multispectral Images via Convolutional Neural Networks.
J. Imaging, 2020
Adversarial dictionary learning for a robust analysis and modelling of spontaneous neuronal activity.
Neurocomputing, 2020
Multi-Temporal Convolutional Neural Networks for Satellite-Derived Soil Moisture Observation Enhancement.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Efficient Dynamic Analysis of Low-similarity Proteins for Structural Class Prediction.
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Anomaly Detection for Symbolic Time Series Representations of Reduced Dimensionality.
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Fish Freshness Estimation though analysis of Multispectral Images with Convolutional Neural Networks.
Proceedings of the Food and Agricultural Imaging Systems 2020, 2020
Image Compression Based on Neuroscience Models: Rate-Distortion Performance of the Neural Code.
Proceedings of the Data Compression Conference, 2020
Tensor Dictionary Learning with Representation Quantization for Remote Sensing Observation Compression.
Proceedings of the Data Compression Conference, 2020
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
Compressive Sensing Using Symmetric Alpha-Stable Distributions for Robust Sparse Signal Reconstruction.
IEEE Trans. Signal Process., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Computational Imaging, 2019
Sensors, 2019
Deep Learning for Multilabel Land Cover Scene Categorization Using Data Augmentation.
IEEE Geosci. Remote. Sens. Lett., 2019
Efficient Convolutional Neural Network Weight Compression for Space Data Classification on Multi-fpga Platforms.
Proceedings of the IEEE International Conference on Acoustics, 2019
Alternating Direction Method of Multipliers for Semi-blind Astronomical Image Deconvolution.
Proceedings of the IEEE International Conference on Acoustics, 2019
A Self-Tuned Architecture for Human Activity Recognition Based on a Dynamical Recurrence Analysis of Wearable Sensor Data.
Proceedings of the 27th European Signal Processing Conference, 2019
Real-Time Prototyping of Matlab-Java Code Integration for Water Sensor Networks Applications.
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Compression of High-Dimensional Multispectral Image Time Series Using Tensor Decomposition Learning.
Proceedings of the 27th European Signal Processing Conference, 2019
Automated Screening of Dyslexia via Dynamical Recurrence Analysis of Wearable Sensor Data.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Hyperspectral Image Compression and Super-Resolution Using Tensor Decomposition Learning.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
Proceedings of the Visual Information Processing and Communication IX, Burlingame, CA, USA, 28 January 2018, 2018
Proceedings of the Image Processing: Algorithms and Systems XVI, Burlingame, CA, USA, 28 January 2018, 2018
Compressive Sensing of Temporally Correlated Sources Using Isotropic Multivariate Stable Laws.
Proceedings of the 26th European Signal Processing Conference, 2018
On the Impact of Tensor Completion in the Classification of Undersampled Hyperspectral Imagery.
Proceedings of the 26th European Signal Processing Conference, 2018
Recovery of Soil Moisture Active Passive (SMAP) Instrument's Active Measurements via Coupled Dictionary Learning.
Proceedings of the Computational Imaging XVI, Burlingame, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the Computer Vision Applications in Sports, Burlingame, 2017
Deep Convolutional Neural Networks for the Classification of Snapshot Mosaic Hyperspectral Imagery.
Proceedings of the Computational Imaging XV, Burlingame, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
EURASIP J. Adv. Signal Process., 2016
Feature selection for performance characterization in multi-hop wireless sensor networks.
Ad Hoc Networks, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Effects of matrix completion on the classification of undersampled human activity data streams.
Proceedings of the 24th European Signal Processing Conference, 2016
Non-negative Matrix Completion for the Enhancement of Snapshot Mosaic Multispectral Imagery.
Proceedings of the Image Sensors and Imaging Systems 2016, 2016
Proceedings of the 2016 International Workshop on Cyber-physical Systems for Smart Water Networks, 2016
On graph-based feature selection for multi-hop performance characterization in industrial smart water networks.
Proceedings of the 2016 International Workshop on Cyber-physical Systems for Smart Water Networks, 2016
Proceedings of the Computational Imaging XIV, San Francisco, 2016
2015
Efficient Multi-Channel Signal Strength Based Localization via Matrix Completion and Bayesian Sparse Learning.
IEEE Trans. Mob. Comput., 2015
IEEE Trans. Computational Imaging, 2015
Proceedings of the 2nd IEEE World Forum on Internet of Things, 2015
Compressive Video Sensing with Adaptive Measurement Allocation for Improving MPEGx Performance.
Proceedings of the VISAPP 2015, 2015
The MusiNet project: Addressing the challenges in Networked Music Performance systems.
Proceedings of the 6th International Conference on Information, 2015
Proceedings of the Image Sensors and Imaging Systems 2015, 2015
Proceedings of the Computational Imaging XIII, 2015
2014
Uncertainty-Aware Sensor Data Management and Early Warning for Monitoring Industrial Infrastructures.
Int. J. Monit. Surveillance Technol. Res., 2014
Ad Hoc Networks, 2014
Proceedings of the 5th International Conference on Information, 2014
The MusiNet project: Towards unraveling the full potential of Networked Music Performance systems.
Proceedings of the 5th International Conference on Information, 2014
Reconstruction of compressively sampled ultrasound images using dual prior information.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Covariation-based subspace-augmented MUSIC for joint sparse support recovery in impulsive environments.
Signal Process., 2013
Localization in Wireless networks via Laser scanning and Bayesian compressed sensing.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
Joint reconstruction of compressively sensed ultrasound RF echoes by exploiting temporal correlations.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Proceedings of the 8th IEEE International Conference on Wireless and Mobile Computing, 2012
Design of a Compressive Remote Imaging System Compensating a Highly Lightweight Encoding with a Refined Decoding Scheme.
Proceedings of the VISAPP 2012, 2012
Proceedings of the 2012 Picture Coding Symposium, 2012
Decentralized indoor wireless localization using compressed sensing of signal-strength fingerprints.
Proceedings of the 7th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks, 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Dictionary based reconstruction and classification of randomly sampled sensor network data.
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012
Compressive video classification in a low-dimensional manifold with learned distance metric.
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
IEEE Trans. Speech Audio Process., 2011
Introduction to the issue on Adaptive Sparse Representation of Data and Applications in Signal and Image Processing.
IEEE J. Sel. Top. Signal Process., 2011
Joint sparse signal ensemble reconstruction in a WSN using decentralized Bayesian matching pursuit.
Proceedings of the 19th European Signal Processing Conference, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
Indoor positioning in Wireless LANS using compressive sensing signal-strength fingerprints.
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Proceedings of the 13th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2010
Sparse representation of medical images via compressed sensing using Gaussian scale mixtures.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Multiple-measurement Bayesian compressed sensing using GSM priors for DOA estimation.
Proceedings of the IEEE International Conference on Acoustics, 2010
Distributed compressed sensing of non-negative signals using symmetric alpha-stable distributions.
Proceedings of the 18th European Signal Processing Conference, 2010
Greedy sparse reconstruction of non-negative signals using symmetric alpha-stable distributions.
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
2009
A Multichannel Sinusoidal Model Applied to Spot Microphone Signals for Immersive Audio.
IEEE Trans. Speech Audio Process., 2009
Trend forecasting based on Singular Spectrum Analysis of traffic workload in a large-scale wireless LAN.
Perform. Evaluation, 2009
ERCIM News, 2009
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Optimal gossip algorithm for distributed consensus SVM training in wireless sensor networks.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
Bayesian compressed sensing of a highly impulsive signal in heavy-tailed noise using a multivariate Cauchy prior.
Proceedings of the 17th European Signal Processing Conference, 2009
2008
Low Bitrate Coding of Spot Audio Signals for Interactive and Immersive Audio Applications.
Proceedings of the New Directions in Intelligent Interactive Multimedia, 2008
Rotation-Invariant Texture Retrieval via Signature Alignment Based on Steerable Sub-Gaussian Modeling.
IEEE Trans. Image Process., 2008
Multiresolution Source/Filter Model for Low Bitrate Coding of Spot Microphone Signals.
EURASIP J. Audio Speech Music. Process., 2008
Context enhancement through image fusion: A multiresolution approach based on convolution of cauchy distributions.
Proceedings of the IEEE International Conference on Acoustics, 2008
Modeling and coding of spot microphone signals for immersive audio based on the sinusoidal model.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
IEEE Trans. Speech Audio Process., 2007
Comments on "A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate alpha-stable prior".
Pattern Recognit. Lett., 2007
Proceedings of the 10th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2007
Sinusoidal modeling of spot microphone signals based on noise transplantation for multichannel audio coding.
Proceedings of the 15th European Signal Processing Conference, 2007
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007
2006
IEEE Trans. Image Process., 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Multiband source/filter representation of multichannel audio for reduction of inter-channel redundancy.
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Hidden messages in heavy-tails: DCT-domain watermark detection using alpha-stable models.
IEEE Trans. Multim., 2005
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
2004
Signal Process., 2004
2003
IEEE Trans. Geosci. Remote. Sens., 2003
2002
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
2001
IEEE Trans. Medical Imaging, 2001
Wavelet-based ultrasound image denoising using an alpha-stable prior probability model.
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 8th IEEE International Conference on Electronics, 2001
2000
IEEE Trans. Aerosp. Electron. Syst., 2000
Signal Process., 2000
1999
Alpha-Stable Modeling of Noise and Robust Time-Delay Estimation in the Presence of Impulsive Noise.
IEEE Trans. Multim., 1999
A new phase gradient autofocus technique for high resolution image formation based on fractional lower-order statistics.
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Alpha-stable robust modeling of background noise for enhanced sound source localization.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Proceedings of the 9th European Signal Processing Conference, 1998
1997
A new model for non-Rayleigh clutter: space-time adaptive processing in stable impulsive interference.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
The robust covariation-based MUSIC (ROC-MUSIC) algorithm for bearing estimation in impulsive noise environments.
IEEE Trans. Signal Process., 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
IEEE Trans. Signal Process., 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
1991
IEEE Trans. Circuits Syst. Video Technol., 1991