My research interests are on computer vision and natural language processing interactions and applications. Including and not exclusively tasks related to image annotation, information retrieval, text mining, as well as approaches based on deep learning focused on representation, indexing, feature extraction and multimodal data analysis.
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Current topic projects:
Current topic projects:
Transfer learning for Vision & Language
Social Network Analysis
Educational Data Mining
Text Illustration and Captioning
Natural and Medical Image Analysis
Automatic Detection and Classification of 'Borrego Cimarrón' and others species
Automatic Detection and Classification of 'Borrego Cimarrón' and others species
Students: -----.
Collaborators: Dr. Aldo A. Guevara-Carrizales, Manuel de Jesús Vargas Felipe
Deep learning-based image segmentation for Examination of Osprey (Pandion Haliaetus) Nests
Deep learning-based image segmentation for Examination of Osprey (Pandion Haliaetus) Nests
Collaborators: Dr. Gonzalo de León Girón, R. Daniel Verdugo-Siqueiros.
Characterization of Riparian Ecosystem using Semantic Segmentation
Characterization of Riparian Ecosystem using Semantic Segmentation
Collaborators: Dr. Gonzalo de León Girón, J. R. Colin-Camacho, Javier Ramírez.
Identificación, detección y conteo automático del parásito protozoario 'Giardia lamblia' en imágenes de muestras microscópicas utilizando aprendizaje profundo
Identificación, detección y conteo automático del parásito protozoario 'Giardia lamblia' en imágenes de muestras microscópicas utilizando aprendizaje profundo
Student: LCC Luis Alberto García Ochoa
Collaborators: Dra. Amelia Portillo.
Generación de modelo para la predicción de abandono escolar aplicando Minería de Datos Educacional
Generación de modelo para la predicción de abandono escolar aplicando Minería de Datos Educacional
Student: LCC Abraham Cisneros Valladolid
Collaborators: Dr. Omar Álvarez-Xochihua.
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