Eloy Mata

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 24

Top Topics

Semantic Segmentation

Image Classification

Transfer Learning

Fingerprint Images

Top Venues

Comput. Methods Programs Biomed.

Publications

Ángela Casado-García, Gabriela Chichón, César Domínguez, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, María López, Eloy Mata, Vico Pascual, Yolanda Sáenz
MotilityJ: An open-source tool for the classification and segmentation of bacteria on motility images. Comput. Biol. Medicine 136 (2021)
María Villota, Gonzalo Santamaría, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Towards Combining Object Detection and Text Classification Models for Form Entity Recognition. CAEPIA (2021)
Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation. CoRR (2021)
David Lacalle, Héctor Alfonso Castro-Abril, Teodora Randelovic, César Domínguez, Jónathan Heras, Eloy Mata, Gadea Mata, Yolanda Méndez, Vico Pascual, Ignacio Ochoa
SpheroidJ: An Open-Source Set of Tools for Spheroid Segmentation. Comput. Methods Programs Biomed. 200 (2021)
María Villota, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Text Classification Models for Form Entity Linking. CoRR (2021)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Biomedical image classification made easier thanks to transfer and semi-supervised learning. Comput. Methods Programs Biomed. 198 (2021)
Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
UFOD: An AutoML framework for the construction, comparison, and combination of object detection models. Pattern Recognit. Lett. 145 (2021)
Manuel García-Dominguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques. IEEE Access 8 (2020)
Ángela Casado-García, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images. DAS (2020)
Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Jupyter Notebooks for Simplifying Transfer Learning. EUROCAST (2) (2019)
Ángela Casado, César Domínguez, Manuel García-Dominguez, Jónathan Heras, Adrián Inés, Eloy Mata, Vico Pascual
CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks. BMC Bioinform. 20 (1) (2019)
Marina Arredondo-Santoyo, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual, Maria Soledad Vázquez-Garcidueñas, Gerardo Vázquez-Marrufo
Automatic characterisation of dye decolourisation in fungal strains using expert, traditional, and deep features. Soft Comput. 23 (23) (2019)
Ángela Casado-García, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images. CoRR (2019)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
DeepCompareJ: Comparing Image Classification Models. EUROCAST (2) (2019)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
DeepClas4Bio: Connecting bioimaging tools with deep learning frameworks for image classification. Comput. Biol. Medicine 108 (2019)
César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
DecoFungi: a web application for automatic characterisation of dye decolorisation in fungal strains. BMC Bioinform. 19 (1) (2018)
Manuel García-Dominguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
An On-Going Framework for Easily Experimenting with Deep Learning Models for Bioimaging Analysis. DCAI (Special Sessions) (2018)
Adrián Inés, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Towards Integrating ImageJ with Deep Biomedical Models. DCAI (Special Sessions) (2018)
C. A. Alonso, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual, Carmen Torres, Myriam Zarazaga
Antibiogramj: A tool for analysing images from disk diffusion tests. Comput. Methods Programs Biomed. 143 (2017)
César Domínguez, Manuel García-Dominguez, Jónathan Heras, Adrián Inés, Eloy Mata, Vico Pascual
DetectionEvaluationJ: A Tool to Evaluate Object Detection Algorithms. EUROCAST (2) (2017)
César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual, Maria Soledad Vázquez-Garcidueñas, Gerardo Vázquez-Marrufo
Extending GelJ for interoperability: Filling the gap in the bioinformatics resources for population genetics analysis with dominant markers. Comput. Methods Programs Biomed. 140 (2017)
Jónathan Heras, César Domínguez, Eloy Mata, Vico Pascual
Surveying and benchmarking techniques to analyse DNA gel fingerprint images. Briefings Bioinform. 17 (6) (2016)
César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
WekaBioSimilarity - Extending Weka with Resemblance Measures. CAEPIA (2016)
Jónathan Heras, César Domínguez, Eloy Mata, Vico Pascual, Carmen Lozano, Carmen Torres, Myriam Zarazaga
A survey of tools for analysing DNA fingerprints. Briefings Bioinform. 17 (6) (2016)
Jónathan Heras, César Domínguez, Eloy Mata, Vico Pascual, Carmen Lozano, Carmen Torres, Myriam Zarazaga
GelJ - a tool for analyzing DNA fingerprint gel images. BMC Bioinform. 16 (2015)