| 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 | 34 | 2021 |
| Robust estimation of structured scatter matrices in (mis) matched models B Meriaux, C Ren, MN El Korso, A Breloy, P Forster Signal Processing 165, 163-174, 2019 | 26 | 2019 |
| Hybrid Barankin–Weiss–Weinstein bounds C Ren, J Galy, E Chaumette, P Larzabal, A Renaux IEEE Signal Processing Letters 22 (11), 2064-2068, 2015 | 17 | 2015 |
| 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 | 15 | 2015 |
| 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 | 12 | 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 | 12 | 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 | 11 | 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 | 11 | 2017 |
| 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 | 11 | 2014 |
| Asymptotic Performance of Complex -Estimators for Multivariate Location and Scatter Estimation B Mériaux, C Ren, MN El Korso, A Breloy, P Forster IEEE Signal Processing Letters 26 (2), 367-371, 2019 | 10 | 2019 |
| 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 |
| 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 | 9 | 2022 |
| 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 |
| 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 | 9 | 2016 |
| 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 | 9 | 2014 |
| 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 | 8 | 2021 |
| Deep learning for aircraft classification from VHF radar signatures J Fix, C Ren, A Costa Lopes, G Morice, S Kobayashi, T Leterte, ... IET Radar, Sonar & Navigation 15 (7), 697-707, 2021 | 8 | 2021 |
| Theory and implementation of complex-valued neural networks JA Barrachina, C Ren, G Vieillard, C Morisseau, JP Ovarlez arXiv preprint arXiv:2302.08286, 2023 | 7 | 2023 |
| 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 | 7 | 2023 |
| Hybrid lower bound on the MSE based on the Barankin and Weiss-Weinstein bounds C Ren, J Galy, E Chaumette, P Larzabal, A Renaux 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 7 | 2013 |
Jean-Philippe OvarlezResearch Director, ONERA & CentraleSupelec/SONDRAVerified email at onera.fr
