Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods. - Alice Lucas; Michael Iliadis; Rafael Molina 001; Aggelos K. Katsaggelos (IEEE Signal Process. Mag., 2018)

Multiple-Degradation Video Super-Resolution with Direct Inversion of the Low-Resolution Formation Model. - Santiago Lopez Tapia; Alice Lucas; Rafael Molina 001; Aggelos K. Katsaggelos (EUSIPCO, 2019)

A Composite Discriminator for Generative Adversarial Network based Video Super-Resolution. - Xijun Wang 003; Alice Lucas; Santiago Lopez Tapia; Xinyi Wu 001; Rafael Molina 001; Aggelos K. Katsaggelos (EUSIPCO, 2019)

Semantic Prior Based Generative Adversarial Network for Video Super-Resolution. - Xinyi Wu 001; Alice Lucas; Santiago López-Tapia; Xijun Wang 003; Yul Hee Kim; Rafael Molina 001; Aggelos K. Katsaggelos (EUSIPCO, 2019)

Spatially Adaptive Losses for Video Super-resolution with GANs. - Xijun Wang 003; Alice Lucas; Santiago Lopez Tapia; Xinyi Wu 001; Rafael Molina 001; Aggelos K. Katsaggelos (ICASSP, 2019)

Gan-Based Video Super-Resolution With Direct Regularized Inversion of the Low-Resolution Formation Model. - Santiago López-Tapia; Alice Lucas; Rafael Molina 001; Aggelos K. Katsaggelos (ICIP, 2019)

Efficient Fine-Tuning of Neural Networks for Artifact Removal in Deep Learning for Inverse Imaging Problems. - Alice Lucas; Santiago López-Tapia; Rafael Molina 001; Aggelos K. Katsaggelos (ICIP, 2019)

Self-Supervised Fine-tuning for Image Enhancement of Super-Resolution Deep Neural Networks. - Alice Lucas; Santiago Lopez Tapia; Rafael Molina 001; Aggelos K. Katsaggelos (CoRR, 2019)

Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution. - Alice Lucas; Santiago Lopez Tapia; Rafael Molina 001; Aggelos K. Katsaggelos (IEEE Trans. Image Process., 2019)

Gated Recurrent Networks for Video Super Resolution. - Santiago López-Tapia; Alice Lucas; Rafael Molina 001; Aggelos K. Katsaggelos (EUSIPCO, 2020)

A single video super-resolution GAN for multiple downsampling operators based on pseudo-inverse image formation models. - Santiago López-Tapia; Alice Lucas; Rafael Molina 001; Aggelos K. Katsaggelos (Digit. Signal Process., 2020)

A General Method to Incorporate Spatial Information into Loss Functions for GAN-based Super-resolution Models. - Xijun Wang 003; Santiago López-Tapia; Alice Lucas; Xinyi Wu 001; Rafael Molina 001; Aggelos K. Katsaggelos (CoRR, 2024)