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A variational approach for joint image recovery and feature extraction based on spatially varying generalised Gaussian models

 Emilie Chouzenoux , Marie-Caroline Corbineau , Jean-Christophe Pesquet , Gabriele Scrivanti
Journal of Mathematical Imaging and Vision, In press
Article dans une revue hal-03591742v3
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A Proximal Interior Point Algorithm with Applications to Image Processing

 Emilie Chouzenoux , Marie-Caroline Corbineau , Jean-Christophe Pesquet
Journal of Mathematical Imaging and Vision, 2020, Special Issue on Memory of Mila Nikolova, 62 (6-7), p.919-940. ⟨10.1007/s10851-019-00916-w⟩
Article dans une revue hal-02120005v2
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Active learning for object detection in high-resolution satellite images

 Alex Goupilleau , Tugdual Ceillier , Marie-Caroline Corbineau
Conference on Artificial Intelligence for Defense, Dec 2020, Rennes, France
Communication dans un congrès hal-03096769v1
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Case-based reasoning for rare events prediction on strategic sites

 Vincent Vidal , Marie-Caroline Corbineau , Tugdual Ceillier
Conference on Artificial Intelligence for Defense, Nov 2021, Rennes, France
Communication dans un congrès hal-03563508v1
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IMPROVING PERFORMANCE OF AIRCRAFT DETECTION IN SATELLITE IMAGERY WHILE LIMITING THE LABELLING EFFORT: HYBRID ACTIVE LEARNING

 Julie Imbert , Gohar Dashyan , Alex Goupilleau , Tugdual Ceillier , Marie-Caroline Corbineau
International Symposium on Geoscience and Remote Sensing (IGARSS), Jul 2021, Brussels, Belgium
Communication dans un congrès hal-03563557v1
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Deep Unfolding of a Proximal Interior Point Method for Image Restoration

 Carla Bertocchi , Emilie Chouzenoux , Marie-Caroline Corbineau , Jean-Christophe Pesquet , Marco Prato
Inverse Problems, In press, ⟨10.1088/1361-6420/ab460a⟩
Article dans une revue hal-01943475v4
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Geometry-Texture Decomposition/Reconstruction Using a Proximal Interior Point Algorithm

 Marie-Caroline Corbineau , Emilie Chouzenoux , Jean-Christophe Pesquet
10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2018), Jul 2018, Sheffield, United Kingdom
Communication dans un congrès hal-01863408v1
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PIPA: A New Proximal Interior Point Algorithm for Large Scale Convex Optimization

 Marie-Caroline Corbineau , Emilie Chouzenoux , Jean-Christophe Pesquet
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. pp.1343-1347, ⟨10.1109/ICASSP.2018.8462173⟩
Communication dans un congrès hal-01803422v1
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Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images - Extended Version

 Marie-Caroline Corbineau , Denis Kouamé , Emilie Chouzenoux , Jean-Yves Tourneret , Jean-Christophe Pesquet
IEEE Signal Processing Letters, 2019, 26 (10), pp.1456--1460
Article dans une revue hal-02073283v4
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