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A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise
Yosra Marnissi
1
Yuling Zheng
1
Emilie Chouzenoux
1, 2
Jean-Christophe Pesquet
1, 2
2
GALEN - Organ Modeling through Extraction, Representation and Understanding of Medical Image Content
Ecole Centrale Paris, Inria Saclay - Ile de France
Yosra Marnissi 1
Author
Yuling Zheng 1
Author
Emilie Chouzenoux 1, 2
Author IdHAL : emilie-chouzenoux ORCID : https://orcid.org/0000-0003-3631-6093
Jean-Christophe Pesquet 1, 2
Author IdHAL : jean-christophe-pesquet
1
LIGM - Laboratoire d'Informatique Gaspard-Monge (Université de Paris-Est Marne-la-Vallée, Cité Descartes, Bâtiment Copernic, 5 bd Descartes, 77454 Marne-la-Vallée Cedex 2 - France)
- CNRS - Centre National de la Recherche Scientifique : UMR8049 (France)
- Fédération de Recherche Bézout (France)
- ESIEE Paris (2 boulevard Blaise Pascal Cité Descartes BP 99 93162 Noisy-le-Grand Cedex - France)
- ENPC - École des Ponts ParisTech (École des Ponts ParisTech 6-8 avenue Blaise-Pascal Cité Descartes 77455 Champs-sur-Marne Marne-la-Vallée cedex 2 - France)
- UPEM - Université Paris-Est Marne-la-Vallée (5 boulevard Descartes - Champs-sur-Marne - 77454 Marne-la-Vallée Cedex 2 - France)
2
GALEN - Organ Modeling through Extraction, Representation and Understanding of Medical Image Content (Laboratoire MAS Ecole Centrale de Paris Grande Voie des Vignes 92295 Chatenay-Malabry Cedex - France)
- Ecole Centrale Paris (France)
- Inria Saclay - Ile de France (1 rue Honoré d'Estienne d'Orves
Bâtiment Alan Turing
Campus de l'École Polytechnique
91120 Palaiseau - France)
- Inria - Institut National de Recherche en Informatique et en Automatique (Domaine de Voluceau Rocquencourt - BP 105 78153 Le Chesnay Cedex - France)
Document type :
Journal articles
Complete list of metadata
https://hal.archives-ouvertes.fr/hal-01613200
Contributor : Emilie Chouzenoux Connect in order to contact the contributor
Submitted on : Monday, October 9, 2017 - 2:03:59 PM
Last modification on : Thursday, January 20, 2022 - 5:29:47 PM
Contributor : Emilie Chouzenoux Connect in order to contact the contributor
Submitted on : Monday, October 9, 2017 - 2:03:59 PM
Last modification on : Thursday, January 20, 2022 - 5:29:47 PM
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Identifiers
- HAL Id : hal-01613200, version 1
- DOI : 10.1109/TCI.2017.2700203
- ARXIV : 1610.07519
Collections
CNRS | UPEC-UPEM | ANRGRAPHSIP | LIGM | ENPC | PARISTECH | LIGM_SIGNAL | INRIA2 | INRIA | UNIV-PARIS-SACLAY | CENTRALESUPELEC | CVN | ESIEE-PARIS | ANR | GS-COMPUTER-SCIENCE | GS-ENGINEERING
Citation
Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet. A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise. IEEE Transactions on Computational Imaging, IEEE, 2017, 3 (4), pp.722-737. ⟨10.1109/TCI.2017.2700203⟩. ⟨hal-01613200⟩
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