Antonio Javier Gallego

Orcid: 0000-0003-3148-6886

Affiliations:
  • University of Alicante, Spain


According to our database1, Antonio Javier Gallego authored at least 60 papers between 2006 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
An overview of ensemble and feature learning in few-shot image classification using siamese networks.
Multim. Tools Appl., 2024

Global Point Cloud Registration Network for Large Transformations.
CoRR, 2024

Few-shot learning for COVID-19 Chest X-Ray Classification with Imbalanced Data: An Inter vs. Intra Domain Study.
CoRR, 2024

2023
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence.
IEEE Trans. Learn. Technol., December, 2023

Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation.
Pattern Anal. Appl., November, 2023

An experimental study on marine debris location and recognition using object detection.
Pattern Recognit. Lett., April, 2023

Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification.
Pattern Recognit., 2023

A Few-Shot Neural Approach for Layout Analysis of Music Score Images.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Automatic Detection of Comic Characters: An Analysis of Model Robustness Across Domains.
Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

Test-Time Augmentation for Document Image Binarization.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

A Deep Approach for Volumetric Tractography Segmentation.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

Addressing Class Imbalance in Multilabel Prototype Generation for k-Nearest Neighbor Classification.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

Inter vs. Intra Domain Study of COVID Chest X-Ray Classification with Imbalanced Datasets.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

2022
Efficient k-nearest neighbor search based on clustering and adaptive k values.
Pattern Recognit., 2022

Domain adaptation for staff-region retrieval of music score images.
Int. J. Document Anal. Recognit., 2022

Efficient gesture recognition for the assistance of visually impaired people using multi-head neural networks.
Eng. Appl. Artif. Intell., 2022

Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural Features.
CoRR, 2022

The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

2021
Incremental Unsupervised Domain-Adversarial Training of Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2021

Unsupervised neural domain adaptation for document image binarization.
Pattern Recognit., 2021

A multimodal approach for regional GDP prediction using social media activity and historical information.
Appl. Soft Comput., 2021

Unsupervised Domain Adaptation for Document Analysis of Music Score Images.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Two Heads are Better than One: Geometric-Latent Attention for Point Cloud Classification and Segmentation.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Ensemble classification from deep predictions with test data augmentation.
Soft Comput., 2020

Automatic scale estimation for music score images.
Expert Syst. Appl., 2020

Segmentation and 3D reconstruction of rose plants from stereoscopic images.
Comput. Electron. Agric., 2020

Insights Into Efficient k-Nearest Neighbor Classification With Convolutional Neural Codes.
IEEE Access, 2020

Real-time Stereo Visual Servoing for Rose Pruning with Robotic Arm.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
Semantic Segmentation of SLAR Imagery with Convolutional LSTM Selectional AutoEncoders.
Remote. Sens., 2019

A selectional auto-encoder approach for document image binarization.
Pattern Recognit., 2019

Detection of bodies in maritime rescue operations using unmanned aerial vehicles with multispectral cameras.
J. Field Robotics, 2019

Automatic detection of inconsistencies between numerical scores and textual feedback in peer-assessment processes with machine learning.
Comput. Educ., 2019

Precise Ship Location With CNN Filter Selection From Optical Aerial Images.
IEEE Access, 2019

Domain Adaptation for Handwritten Symbol Recognition: A Case of Study in Old Music Manuscripts.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Multi-label Logo Classification Using Convolutional Neural Networks.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018
Two-Stage Convolutional Neural Network for Ship and Spill Detection Using SLAR Images.
IEEE Trans. Geosci. Remote. Sens., 2018

Segmentation of Oil Spills on Side-Looking Airborne Radar Imagery with Autoencoders.
Sensors, 2018

Automatic Ship Classification from Optical Aerial Images with Convolutional Neural Networks.
Remote. Sens., 2018

Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation.
Pattern Recognit., 2018

Grammatical inference of directed acyclic graph languages with polynomial time complexity.
J. Comput. Syst. Sci., 2018

MirBot: A collaborative object recognition system for smartphones using convolutional neural networks.
Neurocomputing, 2018

Statistical semi-supervised system for grading multiple peer-reviewed open-ended works.
Comput. Educ., 2018

Hand Gesture Detection with Convolutional Neural Networks.
Proceedings of the Distributed Computing and Artificial Intelligence, 2018

Data Augmentation via Variational Auto-Encoders.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

Multimodal Object Recognition Using Deep Learning Representations Extracted from Images and Smartphone Sensors.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017
Staff-line removal with selectional auto-encoders.
Expert Syst. Appl., 2017

Recognition of Handwritten Music Symbols with Convolutional Neural Codes.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2014
Construction of Intelligent Virtual Worlds Using a Grammatical Framework.
Int. J. Intell. Syst., 2014

2013
MirBot: A Multimodal Interactive Image Retrieval System.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012
Inference of k-Testable Directed Acyclic Graph Languages.
Proceedings of the Eleventh International Conference on Grammatical Inference, 2012

A Grammatical Approach to the Modeling of an Autonomous Robot.
Int. J. Interact. Multim. Artif. Intell., 2012

Structural Graph Extraction from Images.
Proceedings of the Distributed Computing and Artificial Intelligence, 2012

Modeling a Mobile Robot Using a Grammatical Model.
Proceedings of the Distributed Computing and Artificial Intelligence, 2012

2010
Formal Model to Integrate Multi-Agent Systems and Interactive Graphic Systems.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 2, 2010

2009
Improving edge detection in highly noised sheet-metal images.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

2008
Hacia un Modelo Integral para la Generación de Mundos Virtuales.
Proceedings of the XVIII Spanish Computer Graphics Conference, 2008

2007
Rectified Reconstruction from Stereo Pairs and Robot Mapping.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

3D Reconstruction and Mapping from Stereo Pairs with Geometrical Rectification.
Proceedings of the Advances in Brain, 2007

2006
Three-Dimensional Mapping from Stereo Images with Geometrical Rectification.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006


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