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Aitor Alvarez-Gila
Aitor Alvarez-Gila
Senior researcher at TECNALIA
Verified email at tecnalia.com - Homepage
Title
Cited by
Cited by
Year
Automatic Red-Channel underwater image restoration
A Galdran, D Pardo, A Picón, A Alvarez-Gila
Journal of Visual Communication and Image Representation 26, 132-145, 2015
7962015
Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild
A Picon, A Alvarez-Gila, M Seitz, A Ortiz-Barredo, J Echazarra, ...
Computers and Electronics in Agriculture 161, 280-290, 2019
4362019
Automatic plant disease diagnosis using mobile capture devices, applied on a wheat use case
A Johannes, A Picon, A Alvarez-Gila, J Echazarra, ...
Computers and Electronics in Agriculture 138, 200-209, 2017
3802017
Few-Shot Learning approach for plant disease classification using images taken in the field
D Argüeso, A Picon, U Irusta, A Medela, MG San-Emeterio, A Bereciartua, ...
Computers and Electronics in Agriculture 175, 105542, 2020
2302020
Ntire 2018 challenge on spectral reconstruction from rgb images
B Arad, O Ben-Shahar, R Timofte
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
2102018
NTIRE 2018 Challenge on Image Dehazing: Methods and Results
C Ancuti, CO Ancuti, R Timofte, L Van Gool, L Zhang, MH Yang, VM Patel, ...
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2018
1662018
Crop conditional Convolutional Neural Networks for massive multi-crop plant disease classification over cell phone acquired images taken on real field conditions
A Picon, M Seitz, A Alvarez-Gila, P Mohnke, A Ortiz-Barredo, J Echazarra
Computers and Electronics in Agriculture 167, 105093, 2019
1602019
On the Duality Between Retinex and Image Dehazing
A Galdran, A Alvarez-Gila, A Bria, J Vazquez-Corral, M Bertalmío
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp …, 2018
1262018
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB
A Alvarez-Gila, J van de Weijer, E Garrote
2017 IEEE International Conference on Computer Vision Workshops (ICCVW), 480-490, 2017
982017
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis
A Galdran, A Alvarez-Gila, MI Meyer, CL Saratxaga, T Araújo, E Garrote, ...
arXiv preprint arXiv:1703.03702, 2017
812017
Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia
A Picon, U Irusta, A Álvarez-Gila, E Aramendi, F Alonso-Atienza, ...
PloS one 14 (5), e0216756, 2019
692019
Why deep learning performs better than classical machine learning?
A PICON RUIZ, A ALVAREZ GILA, U Irusta, J ECHAZARRA HUGUET
Dyna Ingenieria E Industria, 2020
212020
System and Method for Detecting Plant Diseases
J Alexander, T Eggers, A Picon, A Alvarez-gila, AM Ortiz Barredo, ...
US Patent App. 16/300,988, 2020
9*2020
Self-supervised blur detection from synthetically blurred scenes
A Alvarez-Gila, A Galdran, E Garrote, J Van de Weijer
Image and Vision Computing 92, 103804, 2019
92019
A Probabilistic Model and Capturing Device for Remote Simultaneous Estimation of Spectral Emissivity and Temperature of Hot Emissive Materials
A Picon, A Alvarez-Gila, JA Arteche, GA López, A Vicente
IEEE Access 9, 100513-100529, 2021
52021
Detección de fibrilación ventricular mediante técnicas de aprendizaje profundo
A Picon, U Irusta, A Alvarez-Gila, E Aramendi, E Garrote, U Ayala, ...
CASEIB 2017 - XXXV Congreso Anual de la Sociedad Espanola de Ingeniería …, 2017
32017
Quantifying plant infestation by estimating the number of biological objects on leaves, by convolutional neural networks that use training images obtained by a semi-supervised …
A Bereciartua-Perez, AP Ruiz, AA GILA, JE HUGUET, T Eggers, C Klukas, ...
US Patent App. 17/799,829, 2023
22023
System and method for detecting plant diseases
J ALEXANDER, T EGGERS, A PICON, A ALVAREZ-GILA, ...
22017
SYSTEM AND METHOD FOR PLANT DISEASE DETECTION SUPPORT
A Picon, M Nachtmann, M Seitz, P Mohnke, R Navarra-mestre, ...
US Patent App. 17/611,517, 2022
12022
Automatic Detection of Nuclear Spins at Arbitrary Magnetic Fields via Signal-to-Image AI Model
B Varona-Uriarte, C Munuera-Javaloy, E Terradillos, A Alvarez-Gila, ...
arXiv preprint arXiv:2311.15037, 2023
2023
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