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Toward fast transform learning
International Journal of Computer Vision, 2015, vol. 114 (n° 2), pp. 195-216. ⟨10.1007/s11263-014-0771-z⟩

Chabiron Olivier, Malgouyres François, Tourneret Jean-Yves, Dobigeon Nicolas

Bayesian Fusion of Multi-Band Images
IEEE Journal of Selected Topics in Signal Processing, 2015, vol. 9 (n° 6), pp. 1117-1127. ⟨10.1109/JSTSP.2015.2407855⟩

Wei Qi, Dobigeon Nicolas, Tourneret Jean-Yves

A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors
IEEE Transactions on Image Processing, 2015, 24 (3), pp.799-812. ⟨10.1109/TIP.2014.2387013⟩

Prendes Jorge, Chabert Marie, Pascal Frédéric, Giros Alain, Tourneret Jean-Yves

Hyperspectral and multispectral image fusion based on a sparse representation
IEEE Transactions on Geoscience and Remote Sensing, 2015, vol. 53 (n° 7), pp. 3658-3668. ⟨10.1109/TGRS.2014.2381272⟩

Wei Qi, Bioucas-Dias José M., Dobigeon Nicolas, Tourneret Jean-Yves

Analytic signal phase-based myocardial motion estimation intagged MRI sequences by a bilinear model and motion compensation
Medical Image Analysis, 2015, 24 (1), pp.149-162. ⟨10.1016/j.media.2015.06.005⟩

Wang Liang, Basarab Adrian, Girard Pascal, Croisille P., Clarysse P., Delachartre Philippe

Convolutional Trees for Fast Transform Learning
SPARS, 2015, Cambridge, United Kingdom

Chabiron Olivier, Tourneret Jean-Yves, Wendt Herwig, Malgouyres François

Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images
IEEE Transactions on Image Processing, 2015, 25 (3), pp.1136-1151. ⟨10.1109/TIP.2015.2509258⟩

Imbiriba Tales, Bermudez José Carlos M., Richard Cédric, Tourneret Jean-Yves

Uniqueness in a class of Hamilton-Jacobi equations with constraints
Comptes Rendus. Mathématique, 2015, 353, pp.489-494. ⟨10.1016/j.crma.2015.03.005⟩

Mirrahimi Sepideh, Roquejoffre Jean-Michel

Unsupervised unmixing of hyperspectral images accounting for endmember variability
IEEE Transactions on Image Processing, 2015, 24 (12), pp.4904--4917. ⟨10.1109/TIP.2015.2471182⟩

Halimi Abderrahim, Dobigeon Nicolas, Tourneret Jean-Yves

The Cyclic Block Conditional Gradient Method for Convex Optimization Problems
SIAM Journal on Optimization, 2015, 4, pp.2024-2049. ⟨10.1137/15M1008397⟩

Beck Amir, Pauwels Edouard, Sabach Shoham