Artzai Picón

Orcid: 0000-0002-3316-6571

According to our database1, Artzai Picón authored at least 34 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE).
CoRR, 2024

2023
Clinical Validation Benchmark Dataset and Expert Performance Baseline for Colorectal Polyp Localization Methods.
J. Imaging, 2023

2022
Deep learning-based segmentation of multiple species of weeds and corn crop using synthetic and real image datasets.
Comput. Electron. Agric., 2022

Insect counting through deep learning-based density maps estimation.
Comput. Electron. Agric., 2022

2021
Autofluorescence Image Reconstruction and Virtual Staining for In-Vivo Optical Biopsying.
IEEE Access, 2021

A Probabilistic Model and Capturing Device for Remote Simultaneous Estimation of Spectral Emissivity and Temperature of Hot Emissive Materials.
IEEE Access, 2021

2020
Error Control and Loss Functions for the Deep Learning Inversion of Borehole Resistivity Measurements.
CoRR, 2020

Few-Shot Learning approach for plant disease classification using images taken in the field.
Comput. Electron. Agric., 2020

Unravelling the effect of data augmentation transformations in polyp segmentation.
Int. J. Comput. Assist. Radiol. Surg., 2020

Deep learning to find colorectal polyps in colonoscopy: A systematic literature review.
Artif. Intell. Medicine, 2020

2019
Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest.
Entropy, 2019

Constellation Loss: Improving the efficiency of deep metric learning loss functions for optimal embedding.
CoRR, 2019

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., 2019

Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild.
Comput. Electron. Agric., 2019

Few Shot Learning in Histopathological Images: Reducing the Need of Labeled Data on Biological Datasets.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Convolutional Recurrent Neural Networks to Characterize the Circulation Component in the Thoracic Impedance during Out-of-Hospital Cardiac Arrest.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Ladle Furnace Slag Characterization Through Hyperspectral Reflectance Regression Model for Secondary Metallurgy Process Optimization.
IEEE Trans. Ind. Informatics, 2018

A Deep Learning Approach to the Inversion of Borehole Resistivity Measurements.
CoRR, 2018

Deep Learning for Pulse Detection in Out-of-Hospital Cardiac Arrest Using the ECG.
Proceedings of the Computing in Cardiology, 2018

2017
Automatic plant disease diagnosis using mobile capture devices, applied on a wheat use case.
Comput. Electron. Agric., 2017

2016
3D active surfaces for liver segmentation in multisequence MRI images.
Comput. Methods Programs Biomed., 2016

2015
Automatic Red-Channel underwater image restoration.
J. Vis. Commun. Image Represent., 2015

Automatic 3D model-based method for liver segmentation in MRI based on active contours and total variation minimization.
Biomed. Signal Process. Control., 2015

Pectoral Muscle Segmentation in Mammograms Based on Cartoon-Texture Decomposition.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2012
Real-time hyperspectral processing for automatic nonferrous material sorting.
J. Electronic Imaging, 2012

A statistical recommendation model of mobile services based on contextual evidences.
Expert Syst. Appl., 2012

Learning semantically-annotated routes for context-aware recommendations on map navigation systems.
Appl. Soft Comput., 2012

2011
Biologically-inspired data decorrelation for hyper-spectral imaging.
EURASIP J. Adv. Signal Process., 2011

2010
Audio Classification Techniques in Home Environments for Elderly/Dependant People.
Proceedings of the Computers Helping People with Special Needs, 2010

Automatic slag characterization based on hyperspectral image processing.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010

Automation of waste recycling using hyperspectral image analysis.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010

Robust vision-based hand tracking using single camera for ubiquitous 3D gesture interaction.
Proceedings of the IEEE Symposium on 3D User Interfaces, 2010

2009
Fuzzy Spectral and Spatial Feature Integration for Classification of Non-ferrous Materials in Hyper-spectral Data.
IEEE Trans. Ind. Informatics, 2009

2006
3D High Precision Tube Bevel Measurement using laser based Rotating Scanner.
Proceedings of 11th IEEE International Conference on Emerging Technologies and Factory Automation, 2006


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