Juan G. Serra

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 8

Top Topics

Variational Inference

Top Venues

IEEE Trans. Image Process.

Comput. Medical Imaging Graph.

Publications

Fernando Pérez-Bueno, Juan G. Serra, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
Bayesian K-SVD for H and E blind color deconvolution. Applications to stain normalization, data augmentation and cancer classification. Comput. Medical Imaging Graph. 97 (2022)
Juan G. Serra, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
Variational EM method for blur estimation using the spike-and-slab image prior. Digit. Signal Process. 88 (2019)
Srutarshi Banerjee, Juan G. Serra, Henry H. Chopp, Oliver Cossairt, Aggelos K. Katsaggelos
An Adaptive Video Acquisition Scheme for Object Tracking. EUSIPCO (2019)
Juan G. Serra, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
Parameter estimation in spike and slab variational inference for blind image deconvolution. EUSIPCO (2017)
Juan G. Serra, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
Spike and slab variational inference for blind image deconvolution. ICIP (2017)
Juan G. Serra, Matteo Testa, Rafael Molina, Aggelos K. Katsaggelos
Bayesian K-SVD Using Fast Variational Inference. IEEE Trans. Image Process. 26 (7) (2017)
Juan G. Serra, Salvador Villena, Rafael Molina, Aggelos K. Katsaggelos
Greedy Bayesian double sparsity dictionary learning. ICIP (2017)
Juan G. Serra, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos
Bayesian logistic regression with sparse general representation prior for multispectral image classification. ICIP (2016)