Santiago López-Tapia

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Atmospheric Turbulence

Super Resolution

Top Venues

Digit. Signal Process.

Publications

Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos
Real-World Atmospheric Turbulence Correction via Domain Adaptation. CoRR (2024)
Xijun Wang, Santiago López-Tapia, Alice Lucas, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos
A General Method to Incorporate Spatial Information into Loss Functions for GAN-based Super-resolution Models. CoRR (2024)
Santiago López-Tapia, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
Deep Robust Image Restoration Using the Moore-Penrose Blur Inverse. ICIP (2023)
Santiago López-Tapia, Xijun Wang, Aggelos K. Katsaggelos
Variational Deep Atmospheric Turbulence Correction for Video. ICIP (2023)
Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos
Atmospheric Turbulence Correction via Variational Deep Diffusion. CoRR (2023)
Santiago López-Tapia, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
Learning Moore-Penrose based residuals for robust non-blind image deconvolution. Digit. Signal Process. 142 (2023)
Santiago López-Tapia, Pablo Ruiz, Mitchell Smith, Jeffrey Matthews, Bradley Zercher, Liliana Sydorenko, Neelanshi Varia, Yuanzhe Jin, Minzi Wang, Jennifer B. Dunn, Aggelos K. Katsaggelos
Machine learning with high-resolution aerial imagery and data fusion to improve and automate the detection of wetlands. Int. J. Appl. Earth Obs. Geoinformation 105 (2021)
Santiago López-Tapia, Nicolás Pérez de la Blanca
Fast and Robust Cascade Model for Multiple Degradation Single Image Super-Resolution. IEEE Trans. Image Process. 30 (2021)
Santiago López-Tapia, Rafael Molina, Aggelos K. Katsaggelos
Deep learning approaches to inverse problems in imaging: Past, present and future. Digit. Signal Process. 119 (2021)
Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
A single video super-resolution GAN for multiple downsampling operators based on pseudo-inverse image formation models. Digit. Signal Process. 104 (2020)
Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
Gated Recurrent Networks for Video Super Resolution. EUSIPCO (2020)
Santiago López-Tapia, Nicolás Pérez de la Blanca
Fast and Robust Cascade Model for Multiple Degradation Single Image Super-Resolution. CoRR (2020)
Alice Lucas, Santiago López-Tapia, Rafael Molina, Aggelos K. Katsaggelos
Efficient Fine-Tuning of Neural Networks for Artifact Removal in Deep Learning for Inverse Imaging Problems. ICIP (2019)
Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
A Single Video Super-Resolution GAN for Multiple Downsampling Operators based on Pseudo-Inverse Image Formation Models. CoRR (2019)
Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
Gan-Based Video Super-Resolution With Direct Regularized Inversion of the Low-Resolution Formation Model. ICIP (2019)
Santiago López-Tapia, Cristobal Olivencia, José Aneiros-Fernández, Nicolás Pérez de la Blanca
Improvement of Mitosis Detection Through the Combination of PHH3 and HE Features. ECDP (2019)
Xinyi Wu, Alice Lucas, Santiago López-Tapia, Xijun Wang, Yul Hee Kim, Rafael Molina, Aggelos K. Katsaggelos
Semantic Prior Based Generative Adversarial Network for Video Super-Resolution. EUSIPCO (2019)
Santiago López-Tapia, José Aneiros-Fernández, Nicolás Pérez de la Blanca
A Fast Pyramidal Bayesian Model for Mitosis Detection in Whole-Slide Images. ECDP (2019)
Santiago López-Tapia, Rafael Molina, Nicolás Pérez de la Blanca
Deep CNNs for Object Detection Using Passive Millimeter Sensors. IEEE Trans. Circuits Syst. Video Technol. 29 (9) (2019)