Artzai Picón

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 24

Top Topics

Liver Segmentation

Top Venues

Comput. Electron. Agric.

Artif. Intell. Medicine

Publications

Artzai Picón, Pablo Galan, Arantza Bereciartua-Perez, Leire Benito-del-Valle
Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE). CoRR (2024)
Luisa F. Sánchez-Peralta, Ben Glover, Cristina López Saratxaga, Juan Francisco Ortega-Morán, Scarlet Nazarian, Artzai Picón, José B. Pagador, Francisco M. Sánchez-Margallo
Clinical Validation Benchmark Dataset and Expert Performance Baseline for Colorectal Polyp Localization Methods. J. Imaging 9 (9) (2023)
Arantza Bereciartua-Perez, Laura Gómez, Artzai Picón, Ramon Navarra-Mestre, Christian Klukas, Till Eggers
Insect counting through deep learning-based density maps estimation. Comput. Electron. Agric. 197 (2022)
Artzai Picón, Miguel G. San-Emeterio, Arantza Bereciartua-Perez, Christian Klukas, Till Eggers, Ramon Navarra-Mestre
Deep learning-based segmentation of multiple species of weeds and corn crop using synthetic and real image datasets. Comput. Electron. Agric. 194 (2022)
Artzai Picón, Aitor Alvarez-Gila, Jose Antonio Arteche, Gabriel A. López, Asier Vicente
A Probabilistic Model and Capturing Device for Remote Simultaneous Estimation of Spectral Emissivity and Temperature of Hot Emissive Materials. IEEE Access 9 (2021)
Artzai Picón, Alfonso Medela, Luisa F. Sánchez-Peralta, Riccardo Cicchi, Roberto Bilbao, Domenico Alfieri, Andoni Elola, Ben Glover, Cristina López Saratxaga
Autofluorescence Image Reconstruction and Virtual Staining for In-Vivo Optical Biopsying. IEEE Access 9 (2021)
Luisa F. Sánchez-Peralta, Luis Bote-Curiel, Artzai Picón, Francisco M. Sánchez-Margallo, José Blas Pagador
Deep learning to find colorectal polyps in colonoscopy: A systematic literature review. Artif. Intell. Medicine 108 (2020)
Mostafa Shahriari, David Pardo, J. A. Rivera, Carlos Torres-Verdín, Artzai Picón, Javier Del Ser, S. Ossandón, Victor M. Calo
Error Control and Loss Functions for the Deep Learning Inversion of Borehole Resistivity Measurements. CoRR (2020)
David Argüeso, Artzai Picón, Unai Irusta, Alfonso Medela, Miguel G. San-Emeterio, Arantza Bereciartua, Aitor Alvarez-Gila
Few-Shot Learning approach for plant disease classification using images taken in the field. Comput. Electron. Agric. 175 (2020)
Luisa F. Sánchez-Peralta, Artzai Picón, Francisco M. Sánchez-Margallo, José Blas Pagador
Unravelling the effect of data augmentation transformations in polyp segmentation. Int. J. Comput. Assist. Radiol. Surg. 15 (12) (2020)
Artzai Picón, Aitor Alvarez-Gila, Maximiliam Seitz, Amaia Ortiz-Barredo, Jone Echazarra, Alexander Johannes
Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild. Comput. Electron. Agric. 161 (2019)
Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Iraia Isasi, Ahamed Idris
Convolutional Recurrent Neural Networks to Characterize the Circulation Component in the Thoracic Impedance during Out-of-Hospital Cardiac Arrest. EMBC (2019)
Alfonso Medela, Artzai Picón, Cristina López Saratxaga, Oihana Belar, Virginia Cabezón, Riccardo Cicchi, Roberto Bilbao, Ben Glover
Few Shot Learning in Histopathological Images: Reducing the Need of Labeled Data on Biological Datasets. ISBI (2019)
Artzai Picón, Maximiliam Seitz, Aitor Alvarez-Gila, Patrick Mohnke, Amaia Ortiz-Barredo, Jone Echazarra
Crop conditional Convolutional Neural Networks for massive multi-crop plant disease classification over cell phone acquired images taken on real field conditions. Comput. Electron. Agric. 167 (2019)
Alfonso Medela, Artzai Picón
Constellation Loss: Improving the efficiency of deep metric learning loss functions for optimal embedding. CoRR (2019)
Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Pamela Owens, Ahamed Idris
Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest. Entropy 21 (3) (2019)
Artzai Picón, Asier Vicente, Sergio Rodríguez-Vaamonde, Jorge Armentia, Jose Antonio Arteche, Inaki Macaya
Ladle Furnace Slag Characterization Through Hyperspectral Reflectance Regression Model for Secondary Metallurgy Process Optimization. IEEE Trans. Ind. Informatics 14 (8) (2018)
Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Pamela Owens, Ahamed Idris
Deep Learning for Pulse Detection in Out-of-Hospital Cardiac Arrest Using the ECG. CinC (2018)
Mostafa Shahriari, David Pardo, Artzai Picón, Adrian Galdran, Javier Del Ser, Carlos Torres-Verdín
A Deep Learning Approach to the Inversion of Borehole Resistivity Measurements. CoRR (2018)
Alexander Johannes, Artzai Picón, Aitor Alvarez-Gila, Jone Echazarra, Sergio Rodríguez-Vaamonde, Ana Díez Navajas, Amaia Ortiz-Barredo
Automatic plant disease diagnosis using mobile capture devices, applied on a wheat use case. Comput. Electron. Agric. 138 (2017)
Arantza Bereciartua, Artzai Picón, Adrian Galdran, Pedro M. Iriondo
3D active surfaces for liver segmentation in multisequence MRI images. Comput. Methods Programs Biomed. 132 (2016)
Adrian Galdran, David Pardo, Artzai Picón, Aitor Alvarez-Gila
Automatic Red-Channel underwater image restoration. J. Vis. Commun. Image Represent. 26 (2015)
Arantza Bereciartua, Artzai Picón, Adrian Galdran, Pedro M. Iriondo
Automatic 3D model-based method for liver segmentation in MRI based on active contours and total variation minimization. Biomed. Signal Process. Control. 20 (2015)
Adrian Galdran, Artzai Picón, Estíbaliz Garrote, David Pardo
Pectoral Muscle Segmentation in Mammograms Based on Cartoon-Texture Decomposition. IbPRIA (2015)
Artzai Picón, Ovidiu Ghita, Aranzazu Bereciartua, Jone Echazarra, Paul F. Whelan, Pedro M. Iriondo
Real-time hyperspectral processing for automatic nonferrous material sorting. J. Electronic Imaging 21 (1) (2012)
José A. Mocholí, Javier Jaén Martínez, Kamil Krynicki, Alejandro Catalá, Artzai Picón, Alejandro Cadenas
Learning semantically-annotated routes for context-aware recommendations on map navigation systems. Appl. Soft Comput. 12 (9) (2012)
Artzai Picón, Sergio Rodríguez-Vaamonde, Javier Jaén Martínez, José A. Mocholí, David García, Alejandro Cadenas
A statistical recommendation model of mobile services based on contextual evidences. Expert Syst. Appl. 39 (1) (2012)
Artzai Picón, Ovidiu Ghita, Sergio Rodríguez-Vaamonde, Pedro M. Iriondo, Paul F. Whelan
Biologically-inspired data decorrelation for hyper-spectral imaging. EURASIP J. Adv. Signal Process. 2011 (2011)
Sergio Rodríguez-Vaamonde, Artzai Picón, Jose Angel Gutierrez, Arantza Bereciartua, Pedro M. Iriondo
Automatic slag characterization based on hyperspectral image processing. ETFA (2010)
Héctor Lozano Peiteado, Inmaculada Hernáez, Artzai Picón, Javier Camarena, Eva Navas
Audio Classification Techniques in Home Environments for Elderly/Dependant People. ICCHP (1) (2010)
Artzai Picón, Ovidiu Ghita, Pedro M. Iriondo, Aranzazu Bereciartua, Paul F. Whelan
Automation of waste recycling using hyperspectral image analysis. ETFA (2010)
Sergio Rodríguez-Vaamonde, Artzai Picón, Aritz Villodas
Robust vision-based hand tracking using single camera for ubiquitous 3D gesture interaction. 3DUI (2010)
Artzai Picón, Ovidiu Ghita, Paul F. Whelan, Pedro M. Iriondo
Fuzzy Spectral and Spatial Feature Integration for Classification of Non-ferrous Materials in Hyper-spectral Data. IEEE Trans. Ind. Informatics 5 (4) (2009)
Artzai Picón, Arantza Bereciartua, Jose Angel Gutierrez, Jose Perez
3D High Precision Tube Bevel Measurement using laser based Rotating Scanner. ETFA (2006)