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Abraham Montoya Obeso
ORCID
Publication Activity (10 Years)
Years Active: 2017-2022
Publications (10 Years): 9
Top Topics
Saliency Map
Visual Saliency
Convolutional Neural Networks
Eye Fixations
Top Venues
CBMI
IPTA
Pattern Recognit.
Multim. Tools Appl.
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Publications
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Abraham Montoya Obeso
,
Jenny Benois-Pineau
,
Mireya Saraí García-Vázquez
,
Alejandro Alvaro Ramírez-Acosta
Visual vs internal attention mechanisms in deep neural networks for image classification and object detection.
Pattern Recognit.
123 (2022)
Abraham Montoya Obeso
,
Jenny Benois-Pineau
,
Mireya Saraí García-Vázquez
,
Alejandro Alvaro Ramírez-Acosta
Dropping Activations in Convolutional Neural Networks with Visual Attention Maps.
CBMI
(2019)
Abraham Montoya Obeso
,
Jenny Benois-Pineau
,
Mireya Saraí García-Vázquez
,
Alejandro Alvaro Ramírez-Acosta
Organizing Cultural Heritage with Deep Features.
SUMAC @ ACM Multimedia
(2019)
Abraham Montoya Obeso
,
Jenny Benois-Pineau
,
Mireya Saraí García-Vázquez
,
Alejandro Alvaro Ramírez-Acosta
Forward-backward visual saliency propagation in Deep NNs vs internal attentional mechanisms.
IPTA
(2019)
Abraham Montoya Obeso
,
Jenny Benois-Pineau
,
Mireya S. García-Vázquez
,
Alejandro Alvaro Ramírez-Acosta
Saliency-based selection of visual content for deep convolutional neural networks - Application to architectural style classification.
Multim. Tools Appl.
78 (8) (2019)
Abraham Montoya Obeso
,
Jenny Benois-Pineau
,
Kamel Guissous
,
Valérie Gouet-Brunet
,
Mireya S. García-Vázquez
,
Alejandro Alvaro Ramírez-Acosta
Comparative study of visual saliency maps in the problem of classification of architectural images with Deep CNNs.
IPTA
(2018)
Abraham Montoya Obeso
,
Jenny Benois-Pineau
,
Mireya Saraí García-Vázquez
,
Alejandro Alvaro Ramírez-Acosta
Introduction of Explicit Visual Saliency in Training of Deep CNNs: Application to Architectural Styles Classification.
CBMI
(2018)
Abraham Montoya Obeso
,
Jenny Benois-Pineau
,
Alejandro Alvaro Ramírez-Acosta
,
Mireya S. García-Vázquez
Architectural style classification of Mexican historical buildings using deep convolutional neural networks and sparse features.
J. Electronic Imaging
26 (1) (2017)
Abraham Montoya Obeso
,
Mireya S. García-Vázquez
,
Alejandro Alvaro Ramírez-Acosta
,
Jenny Benois-Pineau
Connoisseur: classification of styles of Mexican architectural heritage with deep learning and visual attention prediction.
CBMI
(2017)