Juan G. Serra

Bayesian K-SVD Using Fast Variational Inference

Aggelos K. Katsaggelos, Juan G. Serra, Matteo Testa, 2017, IEEE Transactions on Image Processing.

Variational EM method for blur estimation using the spike-and-slab image prior

Aggelos K. Katsaggelos, Rafael Molina, Juan G. Serra, 2019, Digit. Signal Process..

Spike and slab variational inference for blind image deconvolution

Aggelos K. Katsaggelos, Rafael Molina, Juan G. Serra, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Greedy Bayesian double sparsity dictionary learning

Aggelos K. Katsaggelos, Rafael Molina, Salvador Villena, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Bayesian logistic regression with sparse general representation prior for multispectral image classification

Aggelos K. Katsaggelos, Pablo Ruiz, Rafael Molina, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

An Adaptive Video Acquisition Scheme for Object Tracking

Oliver Cossairt, Juan G. Serra, A. K. Katsaggelos, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Parameter estimation in spike and slab variational inference for blind image deconvolution

Aggelos K. Katsaggelos, Rafael Molina, Juan G. Serra, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

An Adaptive Video Acquisition Scheme for Object Tracking and Its Performance Optimization

Aggelos K. Katsaggelos, Juan G. Serra, Oliver Cossairt, 2021, IEEE Sensors Journal.