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Robust Low-Rank Change Detection for Multivariate SAR Image Time Series

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.3545-3556

2020

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Online change detection in SAR time-series with Kronecker product structured scaled Gaussian models

Signal processing, 2024-11, Vol.224, p.109589, Article 109589

2024

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New Robust Sparse Convolutional Coding Inversion Algorithm for Ground Penetrating Radar Images

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-14

2023

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Renyi Divergences Learning for explainable classification of SAR Image Pairs

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.7445-7449

2024

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Robust Detection for Mills Cross Sonar

IEEE journal of oceanic engineering, 2024-07, Vol.49 (3), p.1009-1024

2024

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Riemannian geometry for compound Gaussian distributions: Application to recursive change detection

Signal processing, 2020-11, Vol.176, p.107716, Article 107716

2020

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New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images

IEEE transactions on signal processing, 2019-01, Vol.67 (2), p.520-534

2019

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Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection

IEEE transactions on geoscience and remote sensing, 2019-06, Vol.57 (6), p.3919-3932

2019

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A Comparative Study of Statistical-Based Change Detection Methods for Multidimensional and Multitemporal SAR Images

Advances in Condition Monitoring and Structural Health Monitoring, p.189-206

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Robust Low-rank Change Detection for SAR Image Time Series

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.3545-3556

2020

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Detection Methods Based on Structured Covariance Matrices for Multivariate SAR Images Processing

IEEE geoscience and remote sensing letters, 2019-07, Vol.16 (7), p.1160-1164

2019

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A Robust Change Detector for Highly Heterogeneous Multivariate Images

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.3429-3433

2018

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Learning Graphical Factor Models with Riemannian Optimization

Machine Learning and Knowledge Discovery in Databases: Research Track, p.349-366

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Block-Wise Minimization-Majorization Algorithm for Huber'S Criterion: Sparse Learning and Applications

2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP), 2020, p.1-6

2020

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Designing Sar Images Change-point Estimation Strategies Using an Mse Lower Bound

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.5312-5316

2019

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Classification of GPR Signals Via Covariance Pooling on CNN Features Within a Riemannian Framework

IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 2022, p.365-368

2022

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A Comparative Study of Supervised Learning Algorithms for Symmetric Positive Definite Features

2020 28th European Signal Processing Conference (EUSIPCO), 2021, p.950-954

2021

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On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data

2021 29th European Signal Processing Conference (EUSIPCO), 2021, p.856-859

2021

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Multivariate change detection on high resolution monovariate SAR image using linear time-frequency analysis

2017 25th European Signal Processing Conference (EUSIPCO), 2017, p.1942-1946

2017

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An Overview of Covariance-based Change Detection Methodologies in Multivariate SAR Image Time Series

Change Detection and Image Time-Series Analysis 1, 2022

2022

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Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images

2018 26th European Signal Processing Conference (EUSIPCO), 2018, p.1097-1101

2018

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Does Whipping Tournament Incentives Spur CSR Performance? An Empirical Evidence From Chinese Sub-national Institutional Contingencies

Frontiers in psychology, 2022-02, Vol.13, p.841163-841163

2022

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Life Cycle Assessment of a Three-Bedroom House in Saudi Arabia

Environments (Basel, Switzerland), 2017-09, Vol.4 (3), p.52

2017

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Square-Framed T Shape mmwave Antenna Array at 28 GHz for Future 5G Devices

International journal of antennas and propagation, 2021, Vol.2021, p.1-9

2021

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Assessing Asiatic black bear (Ursus thibetanus) temporal overlap and co-occurrence with sympatric species in the temperate zone of the Hindu Raj Mountain range

European journal of wildlife research, 2024-06, Vol.70 (3), p.59, Article 59

2024

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Robust Low-Rank Change Detection for Multivariate SAR Image Time Series

Online change detection in SAR time-series with Kronecker product structured scaled Gaussian models

New Robust Sparse Convolutional Coding Inversion Algorithm for Ground Penetrating Radar Images

Renyi Divergences Learning for explainable classification of SAR Image Pairs

Robust Detection for Mills Cross Sonar

Riemannian geometry for compound Gaussian distributions: Application to recursive change detection

New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images

Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection

A Comparative Study of Statistical-Based Change Detection Methods for Multidimensional and Multitemporal SAR Images

Robust Low-rank Change Detection for SAR Image Time Series

Detection Methods Based on Structured Covariance Matrices for Multivariate SAR Images Processing

A Robust Change Detector for Highly Heterogeneous Multivariate Images

Learning Graphical Factor Models with Riemannian Optimization

Block-Wise Minimization-Majorization Algorithm for Huber'S Criterion: Sparse Learning and Applications

Designing Sar Images Change-point Estimation Strategies Using an Mse Lower Bound

Classification of GPR Signals Via Covariance Pooling on CNN Features Within a Riemannian Framework

A Comparative Study of Supervised Learning Algorithms for Symmetric Positive Definite Features

On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data

Multivariate change detection on high resolution monovariate SAR image using linear time-frequency analysis

An Overview of Covariance-based Change Detection Methodologies in Multivariate SAR Image Time Series

Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images

Does Whipping Tournament Incentives Spur CSR Performance? An Empirical Evidence From Chinese Sub-national Institutional Contingencies

Life Cycle Assessment of a Three-Bedroom House in Saudi Arabia

Square-Framed T Shape mmwave Antenna Array at 28 GHz for Future 5G Devices

Assessing Asiatic black bear (Ursus thibetanus) temporal overlap and co-occurrence with sympatric species in the temperate zone of the Hindu Raj Mountain range

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