Abraham Montoya Obeso

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 9

Top Topics

Visual Saliency

Convolutional Neural Networks

Top Venues

Pattern Recognit.

Multim. Tools Appl.

Publications

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)