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)

1 LIGM - Laboratoire d'Informatique Gaspard-Monge
2 GALEN - Organ Modeling through Extraction, Representation and Understanding of Medical Image Content

Domaines: Traitement du signal et de l'image [eess.SP]

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, 2017, 3 (4), pp.722-737. ⟨10.1109/TCI.2017.2700203⟩. ⟨hal-01613200⟩