Artzai Picón - RankMe

40 papers C 3Misc 1Journal 31Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AI-Assisted Colonoscopy: Polyp Detection and Segmentation using Foundation Models. CoRR Uxue Delaquintana-Aramendi, Leire Benito-Del-Valle, Aitor Alvarez-Gila, Javier Pascau, Luisa F. Sánchez-Peralta, Artzai Picón, José B. Pagador, Cristina López Saratxaga
2025	J	`jnl`	From Field to Drone: Domain Drift Tolerant Automated Multi-Species and Damage Plant Semantic Segmentation for Herbicide Trials. CoRR Artzai Picón, Itziar Eguskiza, Daniel Mugica, Javier Romero, Carlos Javier Jimenez, Eric White, Gabriel Do-Lago-Junqueira, Christian Klukas, Ramón Navarra-Mestre
2025	J	`jnl`	Is Synthetic Image Augmentation Useful for Imbalanced Classification Problems? Case-Study on the MIDOG2025 Atypical Cell Detection Competition. CoRR Leire Benito-Del-Valle, Pedro A. Moreno-Sánchez, Itziar Egusquiza, Itsaso Vitoria, Artzai Picón, Cristina López Saratxaga, Adrian Galdran
2025	J	`jnl`	Semi-Supervised Approach for Automatic Counting of Whiteflies With Small Annotated Dataset. IEEE Access Laura Gómez-Zamanillo, Arantza Bereciartua, Andoni Elola, Artzai Picón, Aitor Alvarez-Gila, Itziar Egusquiza, Ramón Navarra-Mestre
2025	J	`jnl`	Vision Foundation Models in Agriculture: Toward Domain-Specific Adaptation for Weed Herbicide Trials Assessment. CoRR Leire Benito-Del-Valle, Artzai Picón, Daniel Mugica, Manuel Ramos, Eva Portillo, Javier Romero, Carlos Javier Jimenez, Ramón Navarra-Mestre
2025	J	`jnl`	When synthetic plants get sick: Disease graded image datasets by novel regression-conditional diffusion models. Comput. Electron. Agric. Itziar Egusquiza, Leire Benito-Del-Valle, Artzai Picón, Arantza Bereciartua-Perez, Laura Gómez-Zamanillo, Andoni Elola, Elisabete Aramendi, Rocío Espejo, Till Eggers, Christian Klukas, Ramón Navarra-Mestre
2024	J	`jnl`	Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE). CoRR Artzai Picón, Pablo Galan, Arantza Bereciartua-Perez, Leire Benito-Del-Valle
2023	J	`jnl`	Clinical Validation Benchmark Dataset and Expert Performance Baseline for Colorectal Polyp Localization Methods. J. Imaging Luisa F. Sánchez-Peralta, Ben Glover, Cristina López Saratxaga, Juan Francisco Ortega-Morán, Scarlet Nazarian, Artzai Picón, José B. Pagador, Francisco M. Sánchez-Margallo
2022	J	`jnl`	Deep learning-based segmentation of multiple species of weeds and corn crop using synthetic and real image datasets. Comput. Electron. Agric. Artzai Picón, Miguel G. San-Emeterio, Arantza Bereciartua-Perez, Christian Klukas, Till Eggers, Ramón Navarra-Mestre
2022	J	`jnl`	Insect counting through deep learning-based density maps estimation. Comput. Electron. Agric. Arantza Bereciartua-Perez, Laura Gómez, Artzai Picón, Ramón Navarra-Mestre, Christian Klukas, Till Eggers
2021	J	`jnl`	A Probabilistic Model and Capturing Device for Remote Simultaneous Estimation of Spectral Emissivity and Temperature of Hot Emissive Materials. IEEE Access Artzai Picón, Aitor Alvarez-Gila, Jose Antonio Arteche, Gabriel A. López, Asier Vicente
2021	J	`jnl`	Autofluorescence Image Reconstruction and Virtual Staining for In-Vivo Optical Biopsying. IEEE Access Artzai Picón, Alfonso Medela, Luisa F. Sánchez-Peralta, Riccardo Cicchi, Roberto Bilbao, Domenico Alfieri, Andoni Elola, Ben Glover, Cristina López Saratxaga
2020	J	`jnl`	Deep learning to find colorectal polyps in colonoscopy: A systematic literature review. Artif. Intell. Medicine Luisa F. Sánchez-Peralta, Luis Bote-Curiel, Artzai Picón, Francisco M. Sánchez-Margallo, José Blas Pagador
2020	J	`jnl`	Error Control and Loss Functions for the Deep Learning Inversion of Borehole Resistivity Measurements. CoRR Mostafa Shahriari, David Pardo, J. A. Rivera, Carlos Torres-Verdín, Artzai Picón, Javier Del Ser, S. Ossandón, Victor M. Calo
2020	J	`jnl`	Few-Shot Learning approach for plant disease classification using images taken in the field. Comput. Electron. Agric. David Argüeso, Artzai Picón, Unai Irusta, Alfonso Medela, Miguel G. San-Emeterio, Arantza Bereciartua, Aitor Alvarez-Gila
2020	J	`jnl`	Unravelling the effect of data augmentation transformations in polyp segmentation. Int. J. Comput. Assist. Radiol. Surg. Luisa F. Sánchez-Peralta, Artzai Picón, Francisco M. Sánchez-Margallo, José Blas Pagador
2019	J	`jnl`	Constellation Loss: Improving the efficiency of deep metric learning loss functions for optimal embedding. CoRR Alfonso Medela, Artzai Picón
2019	—	`conf`	Convolutional Recurrent Neural Networks to Characterize the Circulation Component in the Thoracic Impedance during Out-of-Hospital Cardiac Arrest. EMBC Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Iraia Isasi, Ahamed H. Idris
2019	J	`jnl`	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. Artzai Picón, Maximiliam Seitz, Aitor Alvarez-Gila, Patrick Mohnke, Amaia Ortiz-Barredo, Jone Echazarra
2019	J	`jnl`	Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest. Entropy Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Pamela Owens, Ahamed H. Idris
2019	J	`jnl`	Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild. Comput. Electron. Agric. Artzai Picón, Aitor Alvarez-Gila, Maximiliam Seitz, Amaia Ortiz-Barredo, Jone Echazarra, Alexander Johannes
2019	—	`conf`	Few Shot Learning in Histopathological Images: Reducing the Need of Labeled Data on Biological Datasets. ISBI Alfonso Medela, Artzai Picón, Cristina López Saratxaga, Oihana Belar, Virginia Cabezón, Riccardo Cicchi, Roberto Bilbao, Ben Glover
2018	J	`jnl`	A Deep Learning Approach to the Inversion of Borehole Resistivity Measurements. CoRR Mostafa Shahriari, David Pardo, Artzai Picón, Adrian Galdran, Javier Del Ser, Carlos Torres-Verdín
2018	—	`conf`	Deep Learning for Pulse Detection in Out-of-Hospital Cardiac Arrest Using the ECG. CinC Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Pamela Owens, Ahamed H. Idris
2018	J	`jnl`	Ladle Furnace Slag Characterization Through Hyperspectral Reflectance Regression Model for Secondary Metallurgy Process Optimization. IEEE Trans. Ind. Informatics Artzai Picón, Asier Vicente, Sergio Rodríguez-Vaamonde, Jorge Armentia, Jose Antonio Arteche, Inaki Macaya
2017	J	`jnl`	Automatic plant disease diagnosis using mobile capture devices, applied on a wheat use case. Comput. Electron. Agric. Alexander Johannes, Artzai Picón, Aitor Alvarez-Gila, Jone Echazarra, Sergio Rodríguez-Vaamonde, Ana Díez Navajas, Amaia Ortiz-Barredo
2016	J	`jnl`	3D active surfaces for liver segmentation in multisequence MRI images. Comput. Methods Programs Biomed. Arantza Bereciartua, Artzai Picón, Adrian Galdran, Pedro M. Iriondo
2015	J	`jnl`	Automatic 3D model-based method for liver segmentation in MRI based on active contours and total variation minimization. Biomed. Signal Process. Control. Arantza Bereciartua, Artzai Picón, Adrian Galdran, Pedro M. Iriondo
2015	J	`jnl`	Automatic Red-Channel underwater image restoration. J. Vis. Commun. Image Represent. Adrian Galdran, David Pardo, Artzai Picón, Aitor Alvarez-Gila
2015	Misc	`conf`	Pectoral Muscle Segmentation in Mammograms Based on Cartoon-Texture Decomposition. IbPRIA Adrian Galdran, Artzai Picón, Estíbaliz Garrote, David Pardo
2012	J	`jnl`	A statistical recommendation model of mobile services based on contextual evidences. Expert Syst. Appl. Artzai Picón, Sergio Rodríguez-Vaamonde, Javier Jaén Martínez, José A. Mocholí, David García, Alejandro Cadenas
2012	J	`jnl`	Learning semantically-annotated routes for context-aware recommendations on map navigation systems. Appl. Soft Comput. José A. Mocholí, Javier Jaén Martínez, Kamil Krynicki, Alejandro Catalá, Artzai Picón, Alejandro Cadenas
2012	J	`jnl`	Real-time hyperspectral processing for automatic nonferrous material sorting. J. Electronic Imaging Artzai Picón, Ovidiu Ghita, Aranzazu Bereciartua, Jone Echazarra, Paul F. Whelan, Pedro M. Iriondo
2011	J	`jnl`	Biologically-inspired data decorrelation for hyper-spectral imaging. EURASIP J. Adv. Signal Process. Artzai Picón, Ovidiu Ghita, Sergio Rodríguez-Vaamonde, Pedro M. Iriondo, Paul F. Whelan
2010	—	`conf`	Audio Classification Techniques in Home Environments for Elderly/Dependant People. ICCHP (1) Héctor Lozano Peiteado, Inmaculada Hernáez, Artzai Picón, Javier Camarena, Eva Navas
2010	C	`conf`	Automatic slag characterization based on hyperspectral image processing. ETFA Sergio Rodríguez-Vaamonde, Artzai Picón, Jose Angel Gutierrez, Arantza Bereciartua, Pedro M. Iriondo
2010	C	`conf`	Automation of waste recycling using hyperspectral image analysis. ETFA Artzai Picón, Ovidiu Ghita, Pedro M. Iriondo, Aranzazu Bereciartua, Paul F. Whelan
2010	—	`conf`	Robust vision-based hand tracking using single camera for ubiquitous 3D gesture interaction. 3DUI Sergio Rodríguez-Vaamonde, Artzai Picón, Aritz Villodas
2009	J	`jnl`	Fuzzy Spectral and Spatial Feature Integration for Classification of Non-ferrous Materials in Hyper-spectral Data. IEEE Trans. Ind. Informatics Artzai Picón, Ovidiu Ghita, Paul F. Whelan, Pedro M. Iriondo
2006	C	`conf`	3D High Precision Tube Bevel Measurement using laser based Rotating Scanner. ETFA Artzai Picón, Arantza Bereciartua, Jose Angel Gutierrez, Jose Perez