Artzai Picon
Artzai Picon
Computer vision and machine learning engineer, data scientist, Tecnalia
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Año
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
2982015
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
1112017
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
1092019
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
1002009
Real-time hyperspectral processing for automatic nonferrous material sorting
A Picón, A Bereciartua, J Echazarra, O Ghita, PF Whelan, PM Iriondo
Journal of Electronic Imaging 21 (1), 013018, 2012
302012
Audio classification techniques in home environments for elderly/dependant people
H Lozano, I Hernáez, A Picón, J Camarena, E Navas
International Conference on Computers for Handicapped Persons, 320-323, 2010
282010
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
272019
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
232015
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
202019
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
202019
Learning semantically-annotated routes for context-aware recommendations on map navigation systems
JA Mocholi, J Jaen, K Krynicki, A Catala, A Picón, A Cadenas
Applied Soft Computing 12 (9), 3088-3098, 2012
182012
Robust vision-based hand tracking using single camera for ubiquitous 3D gesture interaction
S Rodriguez, A Picon, A Villodas
2010 IEEE Symposium on 3D User Interfaces (3DUI), 135-136, 2010
162010
Automation of waste recycling using hyperspectral image analysis
A Picon, O Ghita, PM Iriondo, A Bereciartua, PF Whelan
2010 IEEE 15th Conference on Emerging Technologies & Factory Automation …, 2010
152010
3D high precision tube bevel measurement using laser based rotating scanner
A Picon, A Bereciartua, JA Gutierrez, J Perez
2006 IEEE Conference on Emerging Technologies and Factory Automation, 1190-1197, 2006
15*2006
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
142019
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
112020
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 (3), 971-994, 2020
102020
3D active surfaces for liver segmentation in multisequence MRI images
A Bereciartua, A Picon, A Galdran, P Iriondo
Computer methods and programs in biomedicine 132, 149-160, 2016
82016
A statistical recommendation model of mobile services based on contextual evidences
A Picón, S Rodríguez-Vaamonde, J Jaén, JA Mocholi, D García, ...
Expert Systems with Applications 39 (1), 647-653, 2012
72012
Ladle furnace slag characterization through hyperspectral reflectance regression model for secondary metallurgy process optimization
A Picon, A Vicente, S Rodriguez-Vaamonde, J Armentia, JA Arteche, ...
IEEE Transactions on Industrial Informatics 14 (8), 3506-3512, 2017
52017
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