Abraham MONTOYA-OBESO - Admis au titre de docteur

montoyaobeso@gmail.com
amobeso@u-bordeaux.fr
Compte LinkedIn https://www.linkedin.com/in/abraham-montoya-obeso-3a7baa132/

Projet professionnel :

Chercheur en milieu académique
Pilotage de la recherche et de l’innovation, gestion de projets innovants, pilotage de structures innovantes
Métiers d’accompagnement et de support à la recherche, à l’innovation et à la valorisation, au développement des Spin Off et Start-up innovantes

Techniques maîtrisées :
Proficent in several programming languages, expertise in deep learning and image processing.

Doctorat Informatique

Thèse soutenue le 9 juillet 2020 - Université de Bordeaux

Ecole doctorale : Mathématiques et Informatique

Sujet : Reconnaissance du patrimoine Mexicaine sous forme numérique par des réseaux d'apprentissage profond

Mots-clés de la thèse : Reconnaissance,Patrimoine,Apprentissage profond,

Direction de thèse : Jenny BENOIS-PINEAU

Co-direction de thèse : Mireya GARCÍA-VÁZQUEZ

Cotutelle Instituto Politécnico Nacional MEXIQUE
Descriptif : Co-tutelle agreement for the development of the doctoral thesis with double degree

Unité de recherche : LaBRI - Laboratoire Bordelais de Recherche en Informatique UMR 5800 - Talence
Intitulé de l'équipe : Images et Son

Master - Master of Science in Digital Systems

obtenu en décembre 2016 - Instituto Politécnico Nacional
Option : Image Processing

Production scientifique

- Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García Vázquez, Alejandro A. Ramírez Acosta 2019. Dropping Activations in Convolutional Neural Networks with Visual Attention Maps International Conference on Content-Based Multimedia Indexing, 4, https://ieeexplore.ieee.org/document/8877380/
- Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García Vázquez, Alejandro A. Ramírez Acosta 2019. Forward-backward Visual Saliency Propagation in Deep NNs vs Internal Attentional Mechanisms Proceedings of the 9th International Conference on Image Processing Theory, Tools and Applications (IPTA), 6, https://ieeexplore.ieee.org/document/8936125
- Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García Vázquez, Alejandro A. Ramírez Acosta 2019. Organizing Cultural Heritage with Deep Features 1st Workshop on Structuring and Understanding of Multimedia heritAge Contents (SUMAC), 4, https://dl.acm.org/doi/10.1145/3347317.3357244
- José A. Zamorano Raya, Mireya S. García Vázquez, Juan C. Jaimes Méndez, Abraham Montoya Obeso, Jorge L. Compean Aguirre, Alejandro A. Ramírez Acosta 2019. Semantic segmentation in egocentric video frames with deep learning for recognition of activities of daily living Applications of Machine Learning, Vol 11139, https://doi.org/10.1117/12.2529834
- Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García Vázquez, Alejandro A. Ramírez Acosta , Kamel Guissous, Valerie Gouet-Brunet 2018. Comparative study of visual saliency maps in the problem of classification of architectural images with deep CNNs International Conference on Image Processing Theory, Tools and Applications , 6, https://ieeexplore.ieee.org/document/8608125
- Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García Vázquez, Alejandro A. Ramírez Acosta 2018. Introduction of explicit visual saliency in training of deep CNNs: Application to architectural styles classification International Conference on Content-Based Multimedia Indexing, 6, https://ieeexplore.ieee.org/document/8516465
- Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García Vázquez, Alejandro A. Ramírez Acosta 2018. Saliency-based selection of visual content for deep convolutional neural networks. Application to architectural style classification. Multimedia Tools and Applications (MTAP), 16, https://link.springer.com/article/10.1007%2Fs11042-018-6515-2
- Jose Luis Rivera Martínez, Mario Humberto Mijes Cruz, Manuel Antonio Rodríguez Vázqu, Luis Rodríguez Espejo, Abraham Montoya Obeso, Mireya Saraí García Vázquez, Alejandro Álvaro Ramírez Acosta 2017. BDVC (Bimodal Database of Violent Content): A database of violent audio and video Applications of Digital Image Processing XL, Vol 10396, https://doi.org/10.1117/12.2274735
- Abraham Montoya Obeso, Jenny Benois-Pineau, Mireya Saraí García Vázquez, Alejandro A. Ramírez Acosta 2017. Connoisseur: classification of styles of Mexican architectural heritage with deep learning and visual attention prediction International Conference on Content-Based Multimedia Indexing, 6, https://dl.acm.org/doi/10.1145/3095713.3095730
- Abraham Montoya Obeso, Jenny Benois-Pineau, Alejandro Álvaro Ramirez Acosta, Mireya Saraí García Vázquez 2016. Architectural style classification of Mexican historical buildings using deep convolutional neural networks and sparse features Journal of Electronic Imaging, Vol 26, https://doi.org/10.1117/1.JEI.26.1.011016
- Abraham Montoya Obeso, Laura Mariel Amaya Reyes, Mario Lopez Rodriguez, Mario Humberto Mijes Cruz, Mireya Saraí García Vázquez, Jenny Benois-Pineau, Luis Miguel Zamudio Fuentes, Elizabeth Cano Martinez, Jesús Abimelek Flores Secundino, José Luis Rivera Martinez, Alejandro Álvaro Ramírez Acosta 2016. Image annotation for Mexican buildings database Optics and Photonics for Information Processing X, Vol 9970, https://doi.org/10.1117/12.2238352
- Mario Humberto Mijes Cruz, Andrea Soto Aldaco, Luis Alejandro Maldonado Cano, Mario López Rodríguez, Manuel Antonio Rodríguez Vázqueza, Laura Mariel Amaya Reyes, Elizabeth Cano Martínez, Osvaldo Gerardo Pérez Rosas, Luis Rodríguez Espejo, Jesús Abimelek Flores Secundino, José Luis Rivera Martínez, Mireya Saraí García Vázquez, Luis Miguel Zamudio Fuentes, Juan Carlos Sánchez Valenzuela, Abraham Montoya Obeso, Alejandro Álvaro Ramírez Acosta 2016. New generation of the multimedia search engines Optics and Photonics for Information Processing X, Vol 9970, https://doi.org/10.1117/12.2238476
- Lester Arturo Oropesa Morales, Luis Alejandro Maldonado Cano, Andrea Soto Aldaco, Mireya Saraí García Vázquez, Luis Miguel Zamudio Fuentes, Manuel Antonio Rodríguez Vázquez, Osvaldo Gerardo Pérez Rosas, Luis Rodríguez Espejo, Abraham Montoya Obeso, Alejandro Álvaro Ramírez Acosta 2016. Technical issues for the eye image database creation at distance Optics and Photonics for Information Processing X, Vol 9970, https://doi.org/10.1117/12.2238440
- Abraham Montoya Obeso, Lester Arturo Oropesa Morales, Luis Fernando Vázquez, Sara Ivonne Cocolán Almeda, Andrei Stoian, Mireya Saraí García Vázquez, Luis Miguel Zamudio Fuentes, Jesús Yalja Montiel Perez, Saul de la O Torres, Alejandro Alvaro Ramírez Acosta 2015. Annotations of Mexican bullfighting videos for semantic index Optics and Photonics for Information Processing IX, Vol 9598, https://doi.org/10.1117/12.2188568
- Lester Arturo Oropesa Morales, Abraham Montoya Obeso, Rosaura Hernández García, Sara Ivonne Cocolán Almeda, Mireya Saraí García Vázquez, Jenny Benois-Pineau, Luis Miguel Zamudio Fuentes, Jesús A Martinez Nuño, Alejandro Alvaro Ramírez Acosta 2015. Video annotations of Mexican nature in a collaborative environment Optics and Photonics for Information Processing IX, Vol 9598, https://doi.org/10.1117/12.2186138

Informations complémentaires :
Music and art.
Langues Vivantes : Anglais B2 - Intermédiaire supérieur - Français A1 - Débutant - Espagnol Maternel

Dernière mise à jour le 17 avril 2020