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ORCIDManuel García-Dominguez
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2020 – today
- 2024
[j5]Manuel García-Domínguez, César Domínguez
, Jónathan Heras, Eloy J. Mata, Vico Pascual:
Deep style transfer to deal with the domain shift problem on spheroid segmentation. Neurocomputing 569: 127105 (2024)- [c6]Manuel García-Domínguez, Jónathan Heras Vicente, Roberto Marani, Tiziana D'Orazio:
Multi-class and Multi-label Classification of an Assembly Task in Manufacturing. CAEPIA 2024: 204-212 - 2022
- [c5]Ángela Casado-García, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, Didac Royo, Miguel Ángel Zapata:
Rating the Severity of Diabetic Retinopathy on a Highly Imbalanced Dataset. EUROCAST 2022: 444-451 - 2021
- [j4]Ángela Casado-García, Gabriela Chichón, César Domínguez, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, María López, Eloy J. Mata, Vico Pascual, Yolanda Sáenz:
MotilityJ: An open-source tool for the classification and segmentation of bacteria on motility images. Comput. Biol. Medicine 136: 104673 (2021) - [j3]Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual:
UFOD: An AutoML framework for the construction, comparison, and combination of object detection models. Pattern Recognit. Lett. 145: 135-140 (2021) - [c4]Ángela Casado-García, Manuel García-Domínguez, Jónathan Heras, Adrián Inés, Didac Royo, Miguel Ángel Zapata:
Prediction of Epiretinal Membrane from Retinal Fundus Images Using Deep Learning. CAEPIA 2021: 3-13 - [i1]Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual:
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation. CoRR abs/2112.09043 (2021) - 2020
- [j2]Manuel García-Dominguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual:
FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques. IEEE Access 8: 53443-53455 (2020)
2010 – 2019
- 2019
- [j1]Ángela Casado, César Domínguez, Manuel García-Dominguez, Jónathan Heras, Adrián Inés, Eloy J. Mata, Vico Pascual:
CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks. BMC Bioinform. 20(1): 323:1-323:14 (2019) - [c3]Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual:
Jupyter Notebooks for Simplifying Transfer Learning. EUROCAST (2) 2019: 215-221 - 2018
- [c2]Manuel García-Dominguez, César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual:
An On-Going Framework for Easily Experimenting with Deep Learning Models for Bioimaging Analysis. DCAI (Special Sessions) 2018: 330-333 - 2017
- [c1]César Domínguez, Manuel García-Dominguez, Jónathan Heras, Adrián Inés, Eloy J. Mata, Vico Pascual:
DetectionEvaluationJ: A Tool to Evaluate Object Detection Algorithms. EUROCAST (2) 2017: 273-280
Coauthor Index
aka: Jónathan Heras Vicente
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