Publicaciones en las que colabora con Santiago López Tapia (19)

2023

  1. Deep Robust Image Restoration Using the Moore-Penrose Blur Inverse

    Proceedings - International Conference on Image Processing, ICIP

  2. Learning Moore-Penrose based residuals for robust non-blind image deconvolution

    Digital Signal Processing: A Review Journal, Vol. 142

2021

  1. Deep learning approaches to inverse problems in imaging: Past, present and future

    Digital Signal Processing: A Review Journal, Vol. 119

  2. Fast and Robust Cascade Model for Multiple Degradation Single Image Super-Resolution

    IEEE Transactions on Image Processing, Vol. 30, pp. 4747-4759

  3. Gated recurrent networks for video super resolution

    European Signal Processing Conference

2020

  1. A single video super-resolution GAN for multiple downsampling operators based on pseudo-inverse image formation models

    Digital Signal Processing: A Review Journal, Vol. 104

2019

  1. A Fast Pyramidal Bayesian Model for Mitosis Detection in Whole-Slide Images

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. A composite discriminator for generative adversarial network based video super-resolution

    European Signal Processing Conference

  3. Deep CNNs for Object Detection Using Passive Millimeter Sensors

    IEEE Transactions on Circuits and Systems for Video Technology, Vol. 29, Núm. 9, pp. 2580-2589

  4. Efficient Fine-Tuning of Neural Networks for Artifact Removal in Deep Learning for Inverse Imaging Problems

    Proceedings - International Conference on Image Processing, ICIP

  5. Gan-Based Video Super-Resolution with Direct Regularized Inversion of the Low-Resolution Formation Model

    Proceedings - International Conference on Image Processing, ICIP

  6. Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution

    IEEE Transactions on Image Processing, Vol. 28, Núm. 7, pp. 3312-3327

  7. Improvement of Mitosis Detection Through the Combination of PHH3 and HE Features

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  8. Multiple-degradation video super-resolution with direct inversion of the low-resolution formation model

    European Signal Processing Conference

  9. Semantic prior based generative adversarial network for video super-resolution

    European Signal Processing Conference

  10. Spatially Adaptive Losses for Video Super-resolution with GANs

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

2018

  1. Using machine learning to detect and localize concealed objects in passive millimeter-wave images

    Engineering Applications of Artificial Intelligence, Vol. 67, pp. 81-90

2017

  1. Evaluation of Cnn Architectures for Gait Recognition Based on Optical Flow Maps

    Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)

2016

  1. Detection and localization of objects in passive millimeter wave images

    European Signal Processing Conference