Chengfang Ren

J. Signal Process. Syst., January, 2023

Riemannian Optimization for Non-Centered Mixture of Scaled Gaussian Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Theory and Implementation of Complex-Valued Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Neural network scoring for efficient computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Self-Supervised SAR Anomaly Detection Guided with RX Detector.

[BibT_eX]

[DOI]

Max Muzeau

Sébastien Angélliaume

Mihai Datcu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Large Dimensional Analysis of LS-SVM Transfer Learning: Application to Polsar Classification.

[BibT_eX]

[DOI]

Cyprien Doz

Romain Couillet

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks.

[BibT_eX]

[DOI]

José Agustin Barrachina

CoRR, 2022

Deep Learning-Based Anomaly Detection in Synthetic Aperture Radar Imaging.

[BibT_eX]

[DOI]

Max Muzeau

Sébastien Angélliaume

Mihai Datcu

CoRR, 2022

Complex-Valued Neural Networks for Polarimetric Sar Segmentation Using Pauli Representation.

[BibT_eX]

[DOI]

Chenfang Ren

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Real- and Complex-Valued Neural Networks for SAR Image Segmentation Through Different Polarimetric Representations.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

On the Use of Geodesic Triangles between Gaussian Distributions for Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Transfer learning for human activity classification in multiple radar setups.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Robust Geometric Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Robust PCA for Through-the-Wall Radar Imaging.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Matched and Mismatched Estimation of Kronecker Product of Linearly Structured Scatter Matrices Under Elliptical Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Probabilistic PCA From Heteroscedastic Signals: Geometric Framework and Application to Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

About the Equivalence Between Complex-Valued and Real-Valued Fully Connected Neural Networks - Application to Polinsar Images.

[BibT_eX]

[DOI]

Chenfang Ren

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

A Tyler-Type Estimator of Location and Scatter Leveraging Riemannian Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Complex-Valued Vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data.

[BibT_eX]

[DOI]

Chenfang Ren

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Efficient Estimation of Kronecker Product of Linear Structured Scatter Matrices under t-distribution.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Asymptotic Performance of Complex $M$-Estimators for Multivariate Location and Scatter Estimation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

Robust estimation of structured scatter matrices in (mis)matched models.

[BibT_eX]

[DOI]

Signal Process., 2019

Distributing Deep Neural Networks for Maximising Computing Capabilities and Power Efficiency in Swarm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

On the Recursions of Robust COMET Algorithm for Convexly Structured Shape Matrix.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Modified Sparse Subspace Clustering for Radar Detection in Non-stationary Clutter.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

On the Maximum Likelihood Estimator Statistics for Unimodal Elliptical Distributions in the High Signal-to-Noise Ratio Regime.

[BibT_eX]

[DOI]

Steeve Zozor

Alexandre Renaux

IEEE Signal Process. Lett., 2018

Efficient Estimation of Scatter Matrix with Convex Structure Under $T$ -Distribution.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Performance Bounds for Change Point and Time Delay Estimation.

[BibT_eX]

[DOI]

Alexandre Renaux

Sylvain Azarian

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Information-Estimation Relationship in Mismatched Gaussian Channels.

[BibT_eX]

[DOI]

Saloua Chlaily

Pierre-Olivier Amblard

Olivier J. J. Michel

Pierre Comon

Christian Jutten

IEEE Signal Process. Lett., 2017

Robust-COMET for covariance estimation in convex structures: Algorithm and statistical properties.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016

Performance bounds for coupled models.

[BibT_eX]

[DOI]

Rodrigo Cabral Farias

Pierre-Olivier Amblard

Pierre Comon

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

2015

Recursive Hybrid Cramér-Rao Bound for Discrete-Time Markovian Dynamic Systems.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

Hybrid Barankin-Weiss-Weinstein Bounds.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

A constrained hybrid Cramér-Rao bound for parameter estimation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Performance bounds under misspecification model for MIMO radar application.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

On the Accuracy and Resolvability of Vector Parameter Estimates.

[BibT_eX]

[DOI]