Juan G. Serra

According to our database, Juan G. Serra authored at least 8 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Bayesian K-SVD for H and E blind color deconvolution. Applications to stain normalization, data augmentation and cancer classification.

Fernando Pérez-Bueno, Juan G. Serra, Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos

Comput. Medical Imaging Graph., 2022

2019

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

Juan G. Serra, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos

Digit. Signal Process., 2019

An Adaptive Video Acquisition Scheme for Object Tracking.

Srutarshi Banerjee, Juan G. Serra, Henry H. Chopp, Oliver Cossairt, Aggelos K. Katsaggelos

Proceedings of the 27th European Signal Processing Conference, 2019

2017

Bayesian K-SVD Using Fast Variational Inference.

Juan G. Serra, Matteo Testa, Rafael Molina, Aggelos K. Katsaggelos

IEEE Trans. Image Process., 2017

Greedy Bayesian double sparsity dictionary learning.

Juan G. Serra, Salvador Villena, Rafael Molina, Aggelos K. Katsaggelos

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Spike and slab variational inference for blind image deconvolution.

Juan G. Serra, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

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

Juan G. Serra, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos

Proceedings of the 25th European Signal Processing Conference, 2017

2016

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

Juan G. Serra, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016