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Santiago López Tapia
Santiago López Tapia
Doctor, Escuela Técnica Superior de Ingeniería Informática de la Universidad Granada
Verified email at decsai.ugr.es
Title
Cited by
Cited by
Year
Generative adversarial networks and perceptual losses for video super-resolution
A Lucas, S Lopez-Tapia, R Molina, AK Katsaggelos
IEEE Transactions on Image Processing 28 (7), 3312-3327, 2019
1362019
Using machine learning to detect and localize concealed objects in passive millimeter-wave images
S López-Tapia, R Molina, NP de la Blanca
Engineering Applications of Artificial Intelligence 67, 81-90, 2018
372018
Deep CNNs for object detection using passive millimeter sensors
S Lopez-Tapia, R Molina, NP de la Blanca
IEEE Transactions on Circuits and Systems for Video Technology 29 (9), 2580-2589, 2017
322017
Evaluation of CNN architectures for gait recognition based on optical flow maps
FM Castro, MJ Marín-Jiménez, N Guil, S López-Tapia, NP de la Blanca
2017 International Conference of the Biometrics Special Interest Group …, 2017
292017
Detection and localization of objects in passive millimeter wave images
SL Tapia, R Molina, NP de la Blanca
2016 24th European Signal Processing Conference (EUSIPCO), 2101-2105, 2016
182016
A single video super-resolution GAN for multiple downsampling operators based on pseudo-inverse image formation models
S López-Tapia, A Lucas, R Molina, AK Katsaggelos
Digital Signal Processing 104, 102801, 2020
162020
Machine learning with high-resolution aerial imagery and data fusion to improve and automate the detection of wetlands
S López-Tapia, P Ruiz, M Smith, J Matthews, B Zercher, L Sydorenko, ...
International Journal of Applied Earth Observation and Geoinformation 105 …, 2021
72021
Fast and robust cascade model for multiple degradation single image super-resolution
S López-Tapia, NP de la Blanca
IEEE Transactions on Image Processing 30, 4747-4759, 2021
52021
A fast pyramidal bayesian model for mitosis detection in whole-slide images
S López-Tapia, J Aneiros-Fernández, N Pérez de la Blanca
European Congress on Digital Pathology, 135-143, 2019
52019
Deep learning approaches to inverse problems in imaging: Past, present and future
S López-Tapia, R Molina, AK Katsaggelos
Digital Signal Processing 119, 103285, 2021
32021
Self-supervised fine-tuning for correcting super-resolution convolutional neural networks
A Lucas, S Lopez-Tapia, R Molina, AK Katsaggelos
arXiv preprint arXiv:1912.12879, 2019
32019
Efficient fine-tuning of neural networks for artifact removal in deep learning for inverse imaging problems
A Lucas, S Lopez-Tapia, R Molina, AK Katsaggelos
2019 IEEE International Conference on Image Processing (ICIP), 3591-3595, 2019
32019
Semantic prior based generative adversarial network for video super-resolution
X Wu, A Lucas, S Lopez-Tapia, X Wang, YH Kim, R Molina, ...
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
32019
Spatially adaptive losses for video super-resolution with GANs
X Wang, A Lucas, S Lopez-Tapia, X Wu, R Molina, AK Katsaggelos
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
32019
Gated Recurrent Networks for Video Super Resolution
S López-Tapia, A Lucas, R Molina, AK Katsaggelos
2020 28th European Signal Processing Conference (EUSIPCO), 700-704, 2021
22021
GAN-based video super-resolution with direct regularized inversion of the low-resolution formation model
S Lopez-Tapia, A Lucas, R Molina, AK Katsaggelos
2019 IEEE International Conference on Image Processing (ICIP), 2886-2890, 2019
22019
Multiple-degradation video super-resolution with direct inversion of the low-resolution formation model
S Lopez-Tapia, A Lucas, R Molina, AK Katsaggelos
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
22019
Modelos de Aprendizaje Profundo para el Procesamiento y Clasificación de Imágenes y Vídeo
S López Tapia
Universidad de Granada, 2021
2021
Self-supervised fine-tuning for image enhancement of super-resolution deep neural networks
A Lucas, S Lopez-Tapia, R Molina, AK Katsaggelos
Free radical biology & medicine., 2019
2019
A Composite Discriminator for Generative Adversarial Network based Video Super-Resolution
X Wang, A Lucas, S Lopez-Tapia, X Wu, R Molina, AK Katsaggelos
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
2019
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