Ioannis D. Schizas

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 37

Top Topics

Target Tracking

Canonical Correlations

Particle Filter

Top Venues

Signal Process.

Publications

Wyatt Mackey, Ioannis D. Schizas, Jared Deighton, David L. Boothe, Vasileios Maroulas
Geometric sparsification in recurrent neural networks. CoRR (2024)
Jared Deighton, Wyatt Mackey, Ioannis D. Schizas, David L. Boothe, Vasileios Maroulas
Higher-Order Spatial Information for Self-Supervised Place Cell Learning. CoRR (2024)
Chengchen Mao, Qilian Liang, Chenyun Pan, Ioannis D. Schizas
A statistical approach for neural network pruning with application to internet of things. EURASIP J. Wirel. Commun. Netw. 2023 (1) (2023)
Chengchen Mao, Zongwen Mu, Qilian Liang, Ioannis D. Schizas, Chenyun Pan
Deep learning in physical layer communications: Evolution and prospects in 5G and 6G networks. IET Commun. 17 (16) (2023)
Kazi Tanzeem Shahid, Ioannis D. Schizas
Unsupervised Hyperspectral Unmixing via Nonlinear Autoencoders. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Kazi Tanzeem Shahid, Ioannis D. Schizas
Spatial-Aware Hyperspectral Nonlinear Unmixing Autoencoder With Endmember Number Estimation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Constantinos G. Loukas, Maximos Frountzas, Ioannis D. Schizas
Patch-based classification of gallbladder wall vascularity from laparoscopic images using deep learning. Int. J. Comput. Assist. Radiol. Surg. 16 (1) (2021)
Ioannis D. Schizas
Online Data Dimensionality Reduction and Reconstruction Using Graph Filtering. IEEE Trans. Signal Process. 68 (2020)
Constantinos G. Loukas, Ioannis D. Schizas
Assessment of Gallbladder Wall Vascularity from Laparoscopic Images using Deep Learning. BIOIMAGING (2020)
Kazi Tanzeem Shahid, Ioannis D. Schizas
Unsupervised Mitral Valve Tracking for Disease Detection in Echocardiogram Videos. J. Imaging 6 (9) (2020)
Akshay Malhotra, Ioannis D. Schizas
On unsupervised simultaneous kernel learning and data clustering. Pattern Recognit. 108 (2020)
Kazi Tanzeem Shahid, Ioannis D. Schizas
Unsupervised Kernelized Correlation-Based Hyperspectral Unmixing With Missing Pixels. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Akshay Malhotra, Viswanathan Swaminathan, Gang Wu, Ioannis D. Schizas
Generative Networks for Synthesizing Human Videos in Text-Defined Outfits. MMSP (2019)
Ioannis D. Schizas
Graph Filtering For Data Reduction and Reconstruction. DCC (2019)
Ioannis D. Schizas
Graph filtering for data reduction and reconstruction. CoRR (2018)
Shankar Abhinav, Ioannis D. Schizas, Frank L. Lewis, Ali Davoudi
Distributed Noise-Resilient Networked Synchrony of Active Distribution Systems. IEEE Trans. Smart Grid 9 (2) (2018)
Akshay Malhotra, Kazi Tanzeem Shahid, Ioannis D. Schizas
Unsupervised Kernel Learning for Correlation Based Clustering. ACSSC (2018)
Kazi Tanzeem Shahid, Akshay Malhotra, Ioannis D. Schizas, Saibun Tjuatja
Unsupervised Kernel Correlations Based Hyperspectral Clustering With Missing Pixels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (6) (2018)
Kazi Tanzeem Shahid, Ioannis D. Schizas
Unsupervised Hyperspectral Unmixing via Kernelized Correlations. IGARSS (2018)
Akshay Malhotra, Ioannis D. Schizas
MILP-Based Unsupervised Clustering. IEEE Signal Process. Lett. 25 (12) (2018)
Kai Kang, Vasileios Maroulas, Ioannis D. Schizas, Feng Bao
Improved distributed particle filters for tracking in a wireless sensor network. Comput. Stat. Data Anal. 117 (2018)
Jia Chen, Akshay Malhotra, Ioannis D. Schizas
Data-driven sensors clustering and filtering for communication efficient field reconstruction. Signal Process. 133 (2017)
Guohua Ren, Ioannis D. Schizas
Multi-object detection and tracking via kernel covariance factorization in thermal video. ACSSC (2017)
Tuan Ho, Ioannis D. Schizas, K. R. Rao, Madhukar Budagavi
360-degree video stitching for dual-fisheye lens cameras based on rigid moving least squares. ICIP (2017)
Shankar Abhinav, Ioannis D. Schizas, Frank T. Ferrese, Ali Davoudi
Optimization-Based AC Microgrid Synchronization. IEEE Trans. Ind. Informatics 13 (5) (2017)
Akshay Malhotra, Giulio Binetti, Ali Davoudi, Ioannis D. Schizas
Distributed Power Profile Tracking for Heterogeneous Charging of Electric Vehicles. IEEE Trans. Smart Grid 8 (5) (2017)
Jia Chen, Ioannis D. Schizas
Distributed efficient multimodal data clustering. EUSIPCO (2017)
Akshay Malhotra, Kazi Tanzeem Shahid, Ioannis D. Schizas, Saibun Tjuatja
Fault tolerant unsupervised kernel-based information clustering in hyperspectral images. IGARSS (2017)
Tuan Ho, Ioannis D. Schizas, K. R. Rao, Madhukar Budagavi
360-degree Video Stitching for Dual-fisheye Lens Cameras Based On Rigid Moving Least Squares. CoRR (2017)
Guohua Ren, Vasileios Maroulas, Ioannis D. Schizas
Exploiting sensor mobility and covariance sparsity for distributed tracking of multiple sparse targets. EURASIP J. Adv. Signal Process. 2016 (2016)
Jia Chen, Ioannis D. Schizas
Distributed information-based clustering of heterogeneous sensor data. Signal Process. 126 (2016)
Akshay Malhotra, Nuh Erdogan, Giulio Binetti, Ioannis D. Schizas, Ali Davoudi
Impact of charging interruptions in coordinated electric vehicle charging. GlobalSIP (2016)
Guohua Ren, Ioannis D. Schizas, Vasileios Maroulas
Sparsity based multi-target tracking using mobile sensors. ICASSP (2016)
Guohua Ren, Vasileios Maroulas, Ioannis D. Schizas
Decentralized sparsity-based multi-source association and state tracking. Signal Process. 120 (2016)
Constantinos G. Loukas, Nikolaos Nikiteas, Ioannis D. Schizas, Evangelos Georgiou
Shot boundary detection in endoscopic surgery videos using a variational Bayesian framework. Int. J. Comput. Assist. Radiol. Surg. 11 (11) (2016)
Kai Kang, Vasileios Maroulas, Ioannis D. Schizas, Erik Blasch
A multilevel homotopy MCMC sequential Monte Carlo filter for multi-target tracking. FUSION (2016)
Jia Chen, Ioannis D. Schizas
Online Distributed Sparsity-Aware Canonical Correlation Analysis. IEEE Trans. Signal Process. 64 (3) (2016)
Ioannis D. Schizas, Vasileios Maroulas
Dynamic Data Driven Sensor Network Selection and Tracking. ICCS (2015)
Vangelis Metsis, Ioannis D. Schizas, Gregg Marshall
Real-time subspace denoising of polysomnographic data. PETRA (2015)
Ioannis D. Schizas, Abiodun Aduroja
A Distributed Framework for Dimensionality Reduction and Denoising. IEEE Trans. Signal Process. 63 (23) (2015)
Guohua Ren, Vasileios Maroulas, Ioannis D. Schizas
Distributed spatio-temporal association and tracking of multiple targets using multiple sensors. IEEE Trans. Aerosp. Electron. Syst. 51 (4) (2015)
Guohua Ren, Ioannis D. Schizas, Vasileios Maroulas
Distributed spatio-temporal multi-target association and tracking. ICASSP (2015)
Jia Chen, Ioannis D. Schizas
Regularized canonical correlations for sensor data clustering. ICASSP (2015)
Georgios B. Giannakis, Qing Ling, Gonzalo Mateos, Ioannis D. Schizas, Hao Zhu
Decentralized learning for wireless communications and networking. CoRR (2015)
Vasileios Maroulas, Kai Kang, Ioannis D. Schizas, Michael W. Berry
A learning drift homotopy particle filter. FUSION (2015)
Jia Chen, Akshay Malhotra, Ioannis D. Schizas
Information-based clustering and filtering for field reconstruction. ACSSC (2015)
Guohua Ren, Ioannis D. Schizas, Vasileios Maroulas
Joint sensors-sources association and tracking. SAM (2014)
Guohua Ren, Ioannis D. Schizas
Joint sensors-sources association and tracking under a power constraint. GlobalSIP (2014)
Jia Chen, Ioannis D. Schizas
Adaptive regularized canonical correlations in clustering sensor data. ACSSC (2014)
Kai Kang, Vasileios Maroulas, Ioannis D. Schizas
Drift homotopy particle filter for non-Gaussian multi-target tracking. FUSION (2014)
Abiodun Aduroja, Ioannis D. Schizas, Vasileios Maroulas
Distributed principal components analysis in sensor networks. ICASSP (2013)
Ioannis D. Schizas
Adaptive distributed sparsity-aware matrix decomposition. ICASSP (2013)
Guohua Ren, Ioannis D. Schizas
Distributed sensor-informative tracking of targets. CAMSAP (2013)
Ioannis D. Schizas
Distributed data cleansing via a low-rank decomposition. GlobalSIP (2013)
Ioannis D. Schizas
Distributed Informative-Sensor Identification via Sparsity-Aware Matrix Decomposition. IEEE Trans. Signal Process. 61 (18) (2013)
Jia Chen, Ioannis D. Schizas
Distributed sparse canonical correlation analysis in clustering sensor data. ACSSC (2013)
Ioannis D. Schizas
Distributed informative sensor determination via sparsity-cognizant matrix decomposition. SSP (2012)
Ioannis D. Schizas, Georgios B. Giannakis
Covariance Eigenvector Sparsity for Compression and Denoising CoRR (2012)
Ioannis D. Schizas, Georgios B. Giannakis
Covariance Eigenvector Sparsity for Compression and Denoising. IEEE Trans. Signal Process. 60 (5) (2012)
Ioannis D. Schizas, Georgios B. Giannakis
Eigenspace sparsity for compression and denoising. ICASSP (2011)
Gonzalo Mateos, Ioannis D. Schizas, Georgios B. Giannakis
Distributed recursive least-squares for consensus-based in-network adaptive estimation. IEEE Trans. Signal Process. 57 (11) (2009)
Hao Zhu, Ioannis D. Schizas, Georgios B. Giannakis
Power-efficient dimensionality reduction for distributed channel-aware kalman tracking using WSNs. IEEE Trans. Signal Process. 57 (8) (2009)
Gonzalo Mateos, Ioannis D. Schizas, Georgios B. Giannakis
Performance Analysis of the Consensus-Based Distributed LMS Algorithm. EURASIP J. Adv. Signal Process. 2009 (2009)
Ioannis D. Schizas, Gonzalo Mateos, Georgios B. Giannakis
Distributed LMS for consensus-based in-network adaptive processing. IEEE Trans. Signal Process. 57 (6) (2009)
Ioannis D. Schizas, Georgios B. Giannakis, Stergios I. Roumeliotis, Alejandro Ribeiro
Consensus in Ad Hoc WSNs With Noisy Links - Part II: Distributed Estimation and Smoothing of Random Signals. IEEE Trans. Signal Process. 56 (4) (2008)
Ioannis D. Schizas, Gonzalo Mateos, Georgios B. Giannakis
Stability analysis of the consensus-based distributed LMS algorithm. ICASSP (2008)
Ioannis D. Schizas, Georgios B. Giannakis, Nihar Jindal
Distortion-Rate Bounds for Distributed Estimation Using Wireless Sensor Networks. EURASIP J. Adv. Signal Process. 2008 (2008)
Ioannis D. Schizas, Alejandro Ribeiro, Georgios B. Giannakis
Consensus in Ad Hoc WSNs With Noisy Links - Part I: Distributed Estimation of Deterministic Signals. IEEE Trans. Signal Process. 56 (1) (2008)
Ioannis D. Schizas, Georgios B. Giannakis, Zhi-Quan Luo
Distributed Estimation Using Reduced-Dimensionality Sensor Observations. IEEE Trans. Signal Process. 55 (8) (2007)
Ioannis D. Schizas, Alejandro Ribeiro, Georgios B. Giannakis
Consensus-Based Distributed Parameter Estimation in Ad Hoc Wireless Sensor Networks with Noisy Links. ICASSP (2) (2007)
Ioannis D. Schizas, Alejandro Ribeiro, Georgios B. Giannakis
Distributed estimation with ad hoc wireless sensor networks. EUSIPCO (2006)
Ioannis D. Schizas, Georgios B. Giannakis, Zhi-Quan Luo
Optimal Dimensionality Reduction for Multi-Sensor Fusion in the Presence of Fading and Noise. ICASSP (4) (2006)