Abraham Montoya Obeso
Orcid: 0000-0001-7090-1048
According to our database1,
Abraham Montoya Obeso
authored at least 10 papers
between 2017 and 2022.
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Bibliography
2022
Visual vs internal attention mechanisms in deep neural networks for image classification and object detection.
Pattern Recognit., 2022
2020
Recognition of Mexican cultural content with Deep learning networks. (Reconnaissance du patrimoine Mexicaine sous forme numérique par des réseaux d'apprentissage profond).
PhD thesis, 2020
2019
Saliency-based selection of visual content for deep convolutional neural networks - Application to architectural style classification.
Multim. Tools Appl., 2019
Proceedings of the 1st Workshop on Structuring and Understanding of Multimedia heritAge Contents, 2019
Forward-backward visual saliency propagation in Deep NNs vs internal attentional mechanisms.
Proceedings of the Ninth International Conference on Image Processing Theory, 2019
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
2018
Comparative study of visual saliency maps in the problem of classification of architectural images with Deep CNNs.
Proceedings of the Eighth International Conference on Image Processing Theory, 2018
Introduction of Explicit Visual Saliency in Training of Deep CNNs: Application to Architectural Styles Classification.
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018
2017
Architectural style classification of Mexican historical buildings using deep convolutional neural networks and sparse features.
J. Electronic Imaging, 2017
Connoisseur: classification of styles of Mexican architectural heritage with deep learning and visual attention prediction.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017