Complex-valued vs. real-valued neural networks for classification perspectives: An example on non-circular data JA Barrachina, C Ren, C Morisseau, G Vieillard, JP Ovarlez
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
51 2021 The Human Activity Radar Challenge: Benchmarking Based on the ‘Radar Signatures of Human Activities’ Dataset From Glasgow University S Yang, J Le Kernec, O Romain, F Fioranelli, P Cadart, J Fix, C Ren, ...
IEEE Journal of Biomedical and Health Informatics 27 (4), 1813-1824, 2023
29 2023 Robust estimation of structured scatter matrices in (mis) matched models B Mériaux, C Ren, MN El Korso, A Breloy, P Forster
Signal Processing 165, 163-174, 2019
26 2019 Theory and implementation of complex-valued neural networks JA Barrachina, C Ren, G Vieillard, C Morisseau, JP Ovarlez
arXiv preprint arXiv:2302.08286, 2023
21 2023 Performance bounds under misspecification model for MIMO radar application C Ren, MN El Korso, J Galy, E Chaumette, P Larzabal, A Renaux
2015 23rd European Signal Processing Conference (EUSIPCO), 514-518, 2015
16 2015 Hybrid Barankin–Weiss–Weinstein bounds C Ren, J Galy, E Chaumette, P Larzabal, A Renaux
IEEE Signal Processing Letters 22 (11), 2064-2068, 2015
16 2015 Probabilistic PCA from heteroscedastic signals: geometric framework and application to clustering A Collas, F Bouchard, A Breloy, G Ginolhac, C Ren, JP Ovarlez
IEEE Transactions on Signal Processing 69, 6546-6560, 2021
15 2021 Comparison between equivalent architectures of complex-valued and real-valued neural networks-Application on polarimetric SAR image segmentation JA Barrachina, C Ren, C Morisseau, G Vieillard, JP Ovarlez
Journal of Signal Processing Systems 95 (1), 57-66, 2023
14 2023 Matched and mismatched estimation of kronecker product of linearly structured scatter matrices under elliptical distributions B Mériaux, C Ren, A Breloy, MN El Korso, P Forster
IEEE Transactions on Signal Processing 69, 603-616, 2020
13 2020 Recursive Hybrid Cramér–Rao Bound for Discrete-Time Markovian Dynamic Systems C Ren, J Galy, E Chaumette, F Vincent, P Larzabal, A Renaux
IEEE Signal Processing Letters 22 (10), 1543-1547, 2015
13 2015 Robust-COMET for covariance estimation in convex structures: algorithm and statistical properties B Meriaux, C Ren, MN El Korso, A Breloy, P Forster
2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2017
12 2017 Information–estimation relationship in mismatched Gaussian channels S Chlaily, C Ren, PO Amblard, O Michel, P Comon, C Jutten
IEEE Signal Processing Letters 24 (5), 688-692, 2017
12 2017 Self-supervised learning based anomaly detection in synthetic aperture radar imaging M Muzeau, C Ren, S Angelliaume, M Datcu, JP Ovarlez
IEEE Open Journal of Signal Processing 3, 440-449, 2022
11 2022 Real-and complex-valued neural networks for SAR image segmentation through different polarimetric representations JA Barrachina, C Ren, G Vieillard, C Morisseau, JP Ovarlez
2022 IEEE International Conference on Image Processing (ICIP), 1456-1460, 2022
11 2022 Asymptotic Performance of Complex B Mériaux, C Ren, MN El Korso, A Breloy, P Forster
IEEE Signal Processing Letters 26 (2), 367-371, 2019
11 2019 Performance bounds for coupled models C Ren, RC Farias, PO Amblard, P Comon
2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 1-5, 2016
11 2016 A constrained hybrid Cramér-Rao bound for parameter estimation C Ren, J Le Kernec, J Galy, E Chaumette, P Larzabal, A Renaux
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
10 2015 On the accuracy and resolvability of vector parameter estimates C Ren, MN El Korso, J Galy, E Chaumette, P Larzabal, A Renaux
IEEE transactions on signal processing 62 (14), 3682-3694, 2014
10 2014 A Ziv-Zakai type bound for hybrid parameter estimation C Ren, J Galy, E Chaumette, P Larzabal, A Renaux
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
10 2014 About the equivalence between complex-valued and real-valued fully connected neural networks-application to PolInSAR images JA Barrachina, C Ren, G Vieillard, C Morisseau, JP Ovarlez
2021 IEEE 31st International Workshop on Machine Learning for Signal …, 2021
9 2021 
Jean-Philippe OvarlezResearch Director, ONERA & CentraleSupelec/SONDRABestätigte E-Mail-Adresse bei onera.fr
