Manuel
García Domínguez
INVESTIGADOR EN FORMACIÓN
Publicaciones (14) Publicaciones de Manuel García Domínguez
2024
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Deep style transfer to deal with the domain shift problem on spheroid segmentation
Neurocomputing, Vol. 569
2022
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GitHub y Google Colaboratory para el desarrollo, comunicación y gestión de prácticas en los laboratorios de informática
Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 7, pp. 183-190
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Object detection and classification for small objects in/on water
Journal of Electronic Imaging, Vol. 31, Núm. 3
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Rating the Severity of Diabetic Retinopathy on a Highly Imbalanced Dataset
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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The HA4M dataset: Multi-Modal Monitoring of an assembly task for Human Action recognition in Manufacturing
Scientific Data
2021
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MotilityJ: An open-source tool for the classification and segmentation of bacteria on motility images
Computers in Biology and Medicine, Vol. 136
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Neural Style Transfer to deal with the Domain Shift Problem on Glioblastoma Segmentation
XIX Conference of the Spanish Association for Artificial Intelligence (CAEPIA 20/21) Septiembre 22-24, Málaga, España
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Prediction of Epiretinal Membrane from Retinal Fundus Images Using Deep Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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UFOD: An AutoML framework for the construction, comparison, and combination of object detection models
Pattern Recognition Letters, Vol. 145, pp. 135-140
2020
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FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques
IEEE Access, Vol. 8, pp. 53443-53455
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Jupyter Notebooks for Simplifying Transfer Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019
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An on-going framework for easily experimenting with deep learning models for bioimaging analysis
Advances in Intelligent Systems and Computing
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Clodsa: A tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks
BMC Bioinformatics, Vol. 20, Núm. 1
2018
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DetectionEvaluationJ: a tool to evaluate object detection algorithms
Lecture Notes in Computer Science. Proceedings EUROCAST 2017 (Springer)