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Computer Vision/Artificial Intelligence, TECNALIA, Basque Research and Technology Alliance (BRTA)
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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
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
Fuzzy spectral and spatial feature integration for classification of nonferrous materials in hyperspectral data
A Picón, O Ghita, PF Whelan, PM Iriondo
IEEE Transactions on Industrial Informatics 5 (4), 483-494, 2009
1342009
Deep learning to find colorectal polyps in colonoscopy: A systematic literature review
LF Sánchez-Peralta, L Bote-Curiel, A Picon, FM Sanchez-Margallo, ...
Artificial intelligence in medicine 108, 101923, 2020
1212020
Few shot learning in histopathological images: reducing the need of labeled data on biological datasets
A Medela, A Picon, CL Saratxaga, O Belar, V Cabezón, R Cicchi, R Bilbao, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
832019
Deep neural networks for ECG-based pulse detection during out-of-hospital cardiac arrest
A Elola, E Aramendi, U Irusta, A Picón, E Alonso, P Owens, A Idris
Entropy 21 (3), 305, 2019
762019
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
A deep learning approach to the inversion of borehole resistivity measurements
M Shahriari, D Pardo, A Picón, A Galdran, J Del Ser, C Torres-Verdín
Computational Geosciences 24, 971-994, 2020
612020
MRI deep learning-based solution for Alzheimer˘s disease prediction
CL Saratxaga, I Moya, A Picón, M Acosta, ...
Journal of personalized medicine 11 (9), 902, 2021
592021
Piccolo white-light and narrow-band imaging colonoscopic dataset: A performance comparative of models and datasets
LF Sánchez-Peralta, JB Pagador, A Picón, ÁJ Calderón, F Polo, ...
Applied Sciences 10 (23), 8501, 2020
512020
Real-time hyperspectral processing for automatic nonferrous material sorting
A Picón, O Ghita, A Bereciartua, J Echazarra, PF Whelan, PM Iriondo
Journal of Electronic Imaging 21 (1), 013018-013018, 2012
492012
Error control and loss functions for the deep learning inversion of borehole resistivity measurements
M Shahriari, D Pardo, JA Rivera, C Torres‐Verdín, A Picon, J Del Ser, ...
International Journal for Numerical Methods in Engineering 122 (6), 1629-1657, 2021
382021
Deep learning-based segmentation of multiple species of weeds and corn crop using synthetic and real image datasets
A Picon, MG San-Emeterio, A Bereciartua-Perez, C Klukas, T Eggers, ...
Computers and Electronics in Agriculture 194, 106719, 2022
372022
Audio classification techniques in home environments for elderly/dependant people
H Lozano, I Hernáez, A Picón, J Camarena, E Navas
Computers Helping People with Special Needs: 12th International Conference …, 2010
352010
Constellation loss: Improving the efficiency of deep metric learning loss functions for the optimal embedding of histopathological images
A Medela, A Picon
Journal of Pathology Informatics 11 (1), 38, 2020
332020
Automatic 3D model-based method for liver segmentation in MRI based on active contours and total variation minimization
A Bereciartua, A Picon, A Galdran, P Iriondo
Biomedical Signal Processing and Control 20, 71-77, 2015
312015
Unravelling the effect of data augmentation transformations in polyp segmentation
LF Sánchez-Peralta, A Picón, FM Sánchez-Margallo, JB Pagador
International journal of computer assisted radiology and surgery 15 (12 …, 2020
292020
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