Manuel García-Dominguez

According to our database, Manuel García-Dominguez authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Deep style transfer to deal with the domain shift problem on spheroid segmentation.

Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Neurocomputing, February, 2024

2022

Rating the Severity of Diabetic Retinopathy on a Highly Imbalanced Dataset.

Ángela Casado-García, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, Didac Royo, Miguel Ángel Zapata

Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022

2021

UFOD: An AutoML framework for the construction, comparison, and combination of object detection models.

Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Pattern Recognit. Lett., 2021

Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation.

Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

CoRR, 2021

MotilityJ: An open-source tool for the classification and segmentation of bacteria on motility images.

Ángela Casado-García, Gabriela Chichón, César Domínguez, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, María López, Eloy J. Mata, Vico Pascual, Yolanda Sáenz

Comput. Biol. Medicine, 2021

Prediction of Epiretinal Membrane from Retinal Fundus Images Using Deep Learning.

Ángela Casado-García, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, Didac Royo, Miguel Ángel Zapata

Proceedings of the Advances in Artificial Intelligence, 2021

2020

FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques.

Manuel García-Dominguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

IEEE Access, 2020

2019

CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks.

Ángela Casado, César Domínguez, Manuel García-Dominguez, Jónathan Heras, Adrián Inés, Eloy J. Mata, Vico Pascual

BMC Bioinform., 2019

Jupyter Notebooks for Simplifying Transfer Learning.

Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

2018

An On-Going Framework for Easily Experimenting with Deep Learning Models for Bioimaging Analysis.

Manuel García-Dominguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual

Proceedings of the Distributed Computing and Artificial Intelligence, 2018

2017

DetectionEvaluationJ: A Tool to Evaluate Object Detection Algorithms.

César Domínguez, Manuel García-Dominguez, Jónathan Heras, Adrián Inés, Eloy J. Mata, Vico Pascual

Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017