Santiago López-Tapia

32 papers B 5Journal 19Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Diffusion-Based Limited-Angle CT Reconstruction Under Noisy Conditions.
ICIPW
Jiaqi Guo, Santiago López-Tapia
2025 J jnl
Diffusion-Based Limited-Angle CT Reconstruction under Noisy Conditions.
CoRR
Jiaqi Guo, Santiago López-Tapia
2025 J jnl
Physics-Informed Image Restoration via Progressive PDE Integration.
CoRR
Shamika Likhite, Santiago López-Tapia, Aggelos K. Katsaggelos
2025 J jnl
ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from LGE in Cardiac MRI.
CoRR
Neda Tavakoli, Amir Ali Rahsepar, Brandon C. Benefield, Daming Shen, Santiago López-Tapia, Florian Schiffers, Jeffrey J. Goldberger, Christine M. Albert, Edwin Wu, Aggelos K. Katsaggelos, Daniel C. Lee, Daniel Kim
2025 J jnl
Spatially-Aware Loss Functions for GAN-Driven Super-Resolution.
IEEE Access
Xijun Wang, Santiago López-Tapia, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos
2024 J jnl
A General Method to Incorporate Spatial Information into Loss Functions for GAN-based Super-resolution Models.
CoRR
Xijun Wang, Santiago López-Tapia, Alice Lucas, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos
2024 — conf
DRL-STNet: Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation via Disentangled Representation Learning.
FLARE@MICCAI
Hui Lin, Florian Schiffers, Santiago López-Tapia, Neda Tavakoli, Daniel Kim, Aggelos K. Katsaggelos
2024 J jnl
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning.
CoRR
Hui Lin, Florian Schiffers, Santiago López-Tapia, Neda Tavakoli, Daniel Kim, Aggelos K. Katsaggelos
2024 — conf
GenSegNet: Leveraging Synthetic Sequences and Pseudo Labels for Multi-sequence Myocardial Pathology Segmentation.
CARE@MICCAI
Hui Lin, Neda Tavakoli, Florian Schiffers, Santiago López-Tapia, Daniel Kim, Aggelos K. Katsaggelos
2024 J jnl
RN-SDEs: Limited-Angle CT Reconstruction with Residual Null-Space Diffusion Stochastic Differential Equations.
CoRR
Jiaqi Guo, Santiago López-Tapia, Wing Shun Li, Yunnan Wu, Marcelo Carignano, Vadim Backman, Vinayak P. Dravid, Aggelos K. Katsaggelos
2024 J jnl
Real-Time Lightweight Video Super-Resolution With RRED-Based Perceptual Constraint.
IEEE Trans. Circuits Syst. Video Technol.
Xinyi Wu, Santiago López-Tapia, Xijun Wang, Rafael Molina, Aggelos K. Katsaggelos
2024 B conf
Real-World Atmospheric Turbulence Correction Via Domain Adaptation.
ICIP
Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos
2024 J jnl
Real-World Atmospheric Turbulence Correction via Domain Adaptation.
CoRR
Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos
2024 J jnl
Video Variational Deep Atmospheric Turbulence Correction.
IEEE Access
Santiago López-Tapia, Xijun Wang, Aggelos K. Katsaggelos
2023 — conf
Atmospheric Turbulence Correction via Variational Deep Diffusion.
MIPR
Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos
2023 J jnl
Atmospheric Turbulence Correction via Variational Deep Diffusion.
CoRR
Xijun Wang, Santiago López-Tapia, Aggelos K. Katsaggelos
2023 B conf
Deep Robust Image Restoration Using the Moore-Penrose Blur Inverse.
ICIP
Santiago López-Tapia, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2023 J jnl
Learning Moore-Penrose based residuals for robust non-blind image deconvolution.
Digit. Signal Process.
Santiago López-Tapia, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2023 B conf
Variational Deep Atmospheric Turbulence Correction for Video.
ICIP
Santiago López-Tapia, Xijun Wang, Aggelos K. Katsaggelos
2021 J jnl
Deep learning approaches to inverse problems in imaging: Past, present and future.
Digit. Signal Process.
Santiago López-Tapia, Rafael Molina, Aggelos K. Katsaggelos
2021 J jnl
Fast and Robust Cascade Model for Multiple Degradation Single Image Super-Resolution.
IEEE Trans. Image Process.
Santiago López-Tapia, Nicolás Pérez de la Blanca
2021 J jnl
Machine learning with high-resolution aerial imagery and data fusion to improve and automate the detection of wetlands.
Int. J. Appl. Earth Obs. Geoinformation
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
2020 J jnl
A single video super-resolution GAN for multiple downsampling operators based on pseudo-inverse image formation models.
Digit. Signal Process.
Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
2020 J jnl
Fast and Robust Cascade Model for Multiple Degradation Single Image Super-Resolution.
CoRR
Santiago López-Tapia, Nicolás Pérez de la Blanca
2020 — conf
Gated Recurrent Networks for Video Super Resolution.
EUSIPCO
Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
2019 — conf
A Fast Pyramidal Bayesian Model for Mitosis Detection in Whole-Slide Images.
ECDP
Santiago López-Tapia, José Aneiros-Fernández, Nicolás Pérez de la Blanca
2019 J jnl
A Single Video Super-Resolution GAN for Multiple Downsampling Operators based on Pseudo-Inverse Image Formation Models.
CoRR
Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
2019 J jnl
Deep CNNs for Object Detection Using Passive Millimeter Sensors.
IEEE Trans. Circuits Syst. Video Technol.
Santiago López-Tapia, Rafael Molina, Nicolás Pérez de la Blanca
2019 B conf
Efficient Fine-Tuning of Neural Networks for Artifact Removal in Deep Learning for Inverse Imaging Problems.
ICIP
Alice Lucas, Santiago López-Tapia, Rafael Molina, Aggelos K. Katsaggelos
2019 B conf
Gan-Based Video Super-Resolution With Direct Regularized Inversion of the Low-Resolution Formation Model.
ICIP
Santiago López-Tapia, Alice Lucas, Rafael Molina, Aggelos K. Katsaggelos
2019 — conf
Improvement of Mitosis Detection Through the Combination of PHH3 and HE Features.
ECDP
Santiago López-Tapia, Cristobal Olivencia, José Aneiros-Fernández, Nicolás Pérez de la Blanca
2019 — conf
Semantic Prior Based Generative Adversarial Network for Video Super-Resolution.
EUSIPCO
Xinyi Wu, Alice Lucas, Santiago López-Tapia, Xijun Wang, Yul Hee Kim, Rafael Molina, Aggelos K. Katsaggelos