Ioannis D. Schizas

Pattern Recognit., 2025

2024

Bayesian Sheaf Neural Networks.

[BibT_eX]

[DOI]

Patrick Gillespie

CoRR, 2024

Higher-Order Spatial Information for Self-Supervised Place Cell Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Geometric sparsification in recurrent neural networks.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Deep learning in physical layer communications: Evolution and prospects in 5G and 6G networks.

[BibT_eX]

[DOI]

IET Commun., October, 2023

A statistical approach for neural network pruning with application to internet of things.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2023

2022

Unsupervised Hyperspectral Unmixing via Nonlinear Autoencoders.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Spatial-Aware Hyperspectral Nonlinear Unmixing Autoencoder With Endmember Number Estimation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

2021

Patch-based classification of gallbladder wall vascularity from laparoscopic images using deep learning.

[BibT_eX]

[DOI]

Constantinos G. Loukas

Maximos Frountzas

Int. J. Comput. Assist. Radiol. Surg., 2021

2020

Online Data Dimensionality Reduction and Reconstruction Using Graph Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

On unsupervised simultaneous kernel learning and data clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Unsupervised Mitral Valve Tracking for Disease Detection in Echocardiogram Videos.

[BibT_eX]

[DOI]

J. Imaging, 2020

Assessment of Gallbladder Wall Vascularity from Laparoscopic Images using Deep Learning.

[BibT_eX]

[DOI]

Constantinos G. Loukas

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

Unsupervised Kernelized Correlation-Based Hyperspectral Unmixing With Missing Pixels.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Generative Networks for Synthesizing Human Videos in Text-Defined Outfits.

[BibT_eX]

[DOI]

Viswanathan Swaminathan

Gang Wu

Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

Graph Filtering For Data Reduction and Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 2019

2018

Distributed Noise-Resilient Networked Synchrony of Active Distribution Systems.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2018

Unsupervised Kernel Correlations Based Hyperspectral Clustering With Missing Pixels.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

MILP-Based Unsupervised Clustering.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

Improved distributed particle filters for tracking in a wireless sensor network.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2018

Unsupervised Hyperspectral Unmixing via Kernelized Correlations.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Unsupervised Kernel Learning for Correlation Based Clustering.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Distributed Power Profile Tracking for Heterogeneous Charging of Electric Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2017

Optimization-Based AC Microgrid Synchronization.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2017

Data-driven sensors clustering and filtering for communication efficient field reconstruction.

[BibT_eX]

[DOI]

Signal Process., 2017

Fault tolerant unsupervised kernel-based information clustering in hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

360-degree video stitching for dual-fisheye lens cameras based on rigid moving least squares.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Distributed efficient multimodal data clustering.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Multi-object detection and tracking via kernel covariance factorization in thermal video.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Online Distributed Sparsity-Aware Canonical Correlation Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Decentralized sparsity-based multi-source association and state tracking.

[BibT_eX]

[DOI]

Signal Process., 2016

Distributed information-based clustering of heterogeneous sensor data.

[BibT_eX]

[DOI]

Signal Process., 2016

Exploiting sensor mobility and covariance sparsity for distributed tracking of multiple sparse targets.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2016

Shot boundary detection in endoscopic surgery videos using a variational Bayesian framework.

[BibT_eX]

[DOI]

Constantinos G. Loukas

Nikolaos Nikiteas

Evangelos Georgiou

Int. J. Comput. Assist. Radiol. Surg., 2016

Sparsity based multi-target tracking using mobile sensors.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Impact of charging interruptions in coordinated electric vehicle charging.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

A multilevel homotopy MCMC sequential Monte Carlo filter for multi-target tracking.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

2015

A Distributed Framework for Dimensionality Reduction and Denoising.

[BibT_eX]

[DOI]

Abiodun Aduroja

IEEE Trans. Signal Process., 2015

Distributed spatio-temporal association and tracking of multiple targets using multiple sensors.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2015

Decentralized learning for wireless communications and networking.

[BibT_eX]

[DOI]

CoRR, 2015

Real-time subspace denoising of polysomnographic data.

[BibT_eX]

[DOI]

Vangelis Metsis

Gregg Marshall

Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Dynamic Data Driven Sensor Network Selection and Tracking.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2015

Distributed spatio-temporal multi-target association and tracking.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Regularized canonical correlations for sensor data clustering.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A learning drift homotopy particle filter.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

Information-based clustering and filtering for field reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Joint sensors-sources association and tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Joint sensors-sources association and tracking under a power constraint.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Drift homotopy particle filter for non-Gaussian multi-target tracking.

[BibT_eX]

[DOI]

Kai Kang

Proceedings of the 17th International Conference on Information Fusion, 2014

Adaptive regularized canonical correlations in clustering sensor data.

[BibT_eX]

[DOI]

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Distributed Informative-Sensor Identification via Sparsity-Aware Matrix Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Adaptive distributed sparsity-aware matrix decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Distributed principal components analysis in sensor networks.

[BibT_eX]

[DOI]

Abiodun Aduroja

Proceedings of the IEEE International Conference on Acoustics, 2013

Distributed data cleansing via a low-rank decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Distributed sensor-informative tracking of targets.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Distributed sparse canonical correlation analysis in clustering sensor data.

[BibT_eX]

[DOI]

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Covariance Eigenvector Sparsity for Compression and Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Distributed informative sensor determination via sparsity-cognizant matrix decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

2011

Eigenspace sparsity for compression and denoising.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

2009

Power-efficient dimensionality reduction for distributed channel-aware kalman tracking using WSNs.

[BibT_eX]

[DOI]

Hao Zhu

IEEE Trans. Signal Process., 2009

Distributed LMS for consensus-based in-network adaptive processing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Distributed recursive least-squares for consensus-based in-network adaptive estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Performance Analysis of the Consensus-Based Distributed LMS Algorithm.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2009

2008

Consensus in Ad Hoc WSNs With Noisy Links - Part I: Distributed Estimation of Deterministic Signals.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Consensus in Ad Hoc WSNs With Noisy Links - Part II: Distributed Estimation and Smoothing of Random Signals.

[BibT_eX]

[DOI]

Stergios I. Roumeliotis

IEEE Trans. Signal Process., 2008

Distortion-Rate Bounds for Distributed Estimation Using Wireless Sensor Networks.

[BibT_eX]

[DOI]

Nihar Jindal

EURASIP J. Adv. Signal Process., 2008

Stability analysis of the consensus-based distributed LMS algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Distributed Estimation Using Reduced-Dimensionality Sensor Observations.

[BibT_eX]

[DOI]

Zhi-Quan Luo

IEEE Trans. Signal Process., 2007

Consensus-Based Distributed Parameter Estimation in Ad Hoc Wireless Sensor Networks with Noisy Links.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Optimal Dimensionality Reduction for Multi-Sensor Fusion in the Presence of Fading and Noise.

[BibT_eX]

[DOI]

Zhi-Quan Luo

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Distributed estimation with ad hoc wireless sensor networks.

[BibT_eX]

[DOI]