List of publications
Table of Contents
This page regroups my articles ordered by type and date. If any file is missing, please contact me here.
Journal articles>
Journal articles
- F. Bouchard, A. Mian, J. Zhou, S. Said, G. Ginolhac and Y. Berthoumieux, "Riemannian geometry for compound Gaussian distributions: Application to recursive change detection", in Elsevier Signal Processing, vol. 176, 2020, doi: https://doi.org/10.1016/j.sigpro.2020.107716. PDF DOI
- A. Mian, A. Collas, A. Breloy, G. Ginolhac and J. -P. Ovarlez, "Robust Low-Rank Change Detection for Multivariate SAR Image Time Series", in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 13, pp. 3545-3556, 2020, doi: 10.1109/JSTARS.2020.2999615. Code PDF Dataset DOI
- R. Ben Abdallah, A. Mian, A. Breloy, A. Taylor, M. N. El Korso and D. Lautru, "Detection Methods Based on Structured Covariance Matrices for Multivariate SAR Images Processing", in IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 7, pp. 1160-1164, July 2019, doi: 10.1109/LGRS.2018.2890155. PDF Dataset DOI
- A. Mian, J. -P. Ovarlez, A. M. Atto and G. Ginolhac, "Design of New Wavelet Packets Adapted to High-Resolution SAR Images With an Application to Target Detection", in IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 6, pp. 3919-3932, June 2019, doi: 10.1109/TGRS.2018.2888993. Code PDF Dataset DOI
- A. Mian, G. Ginolhac, J. -P. Ovarlez and A. M. Atto, "New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images", in IEEE Transactions on Signal Processing, vol. 67, no. 2, pp. 520-534, 15 Jan.15, 2019, doi: 10.1109/TSP.2018.2883011. Code PDF Supplementary Dataset DOI
Conference proceedings>
Conference proceedings
- A. Hipper-Ferrer, A. Mian, F. Bouchard and F. Pascal, "Riemannian Classification of EEG Signals with Missing Values", in In 2022 30th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia PDF Slides
- M.Gallet, A. Mian, G. Ginolhac and N. Stelzenmuller, "Classification of GPR Signals via Covariance Pooling on CNN Features within a Riemannian Framework", in In 2022 IEEE Geoscience and Remote Sensing Symposium, Kuala Lampur, Malaysia PDF Poster DOI
- F. Bouchard, A.Breloy, A. Mian, and G. Ginolhac, "On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data", in In 2021 29th European Signal Processing Conference (EUSIPCO), Dublin, Ireland PDF Slides DOI
- A. Mian and F. Pascal, "A Comparative Study of Statistical-Based Change Detection Methods for Multidimensional and Multitemporal SAR Images", in In Advances in Condition Monitoring and Structural Health Monitoring, Singapore Code PDF DOI
- E. Ollila and A. Mian, "Block-wise Minimization-Majorization Algorithm for Huber's Criterion: Sparse learning and Applications", in In 2020 IEEE International Workshop on Machine Learning for Signal processing (MLSP), Helsinki, Finland Code PDF Slides DOI
- A. Mian, E. Raninen and E. Ollila, "A Comparative Study of Supervised Learning Algorithms for Symmetric Positive Definite Features", in In 2020 28th European Signal Processing Conference (EUSIPCO), Amsterdam, The Netherlands Code PDF DOI
- A. Mian, A. Breloy, G. Ginolhac, and J. -P. Ovarlez, "Détection de Changement Robuste en Rang Faible pour les Séries Temporelles d'Images SAR", in Conférence GRETSI 2019, Lille, France PDF Poster
- A. Mian, A. Breloy, G. Ginolhac, and J. -P. Ovarlez, "Robust Low-rank Change Detection for SAR Image Time Series", in In 2019 IEEE Geoscience and Remote Sensing Symposium, Yokohama, Japan PDF Slides DOI
- A. Mian, L. Bacharach, G. Ginolhac, A. Renaud, M.N. El Korso and J. -P. Ovarlez, "Designing SAR Images Change-point Estimation Strategies Using an Mse Lower Bound", in In 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK PDF Poster DOI
- A. Mian, J. -P. Ovarlez, G. Ginolhac, and A. M. Atto, "Robust Detection and Estimation of Change-Points in a Time Series of Multivariate Images", in In 2018 26th European Signal Processing Conference (EUSIPCO), Roma, Italy PDF Poster DOI
- A. Mian, J. -P. Ovarlez, G. Ginolhac, and A. M. Atto, "A Robust Change Detector for Highly Heterogeneous Multivariate Images", in In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada PDF Poster DOI
- A. Mian, J. -P. Ovarlez, G. Ginolhac, and A. M. Atto, "Multivariate Change Detection on High Resolution Monovariate SAR Image Using Linear Time-Frequency Analysis", in In 2017 25th European Signal Processing Conference (EUSIPCO), Kos, Greece PDF Poster DOI
- A. Mian, J. -P. Ovarlez, G. Ginolhac, and A. M. Atto, "Détection de changement sur images SAR monovariées par analyse temps-fréquence linéaire", in Conférence GRETSI 2017, Juan-les-Pins, France PDF Slides
Books chapters>
Books chapters
- A. Mian, G. Ginolhac, J. -P. Ovarlez, A. Breloy and F. Pascal, "An Overview of Covariance-based Change Detection Methodologies in Multivariate SAR Image Time Series", in In Change Detection and Image Time Series Analysis 1 - Unsupervised Methods, Wiley, 2021 PDF DOI
Thesis>