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A textural deep neural network architecture for mechanical failure analysis
(Bogotá - Ingeniería - Doctorado en Ingeniería - Ingeniería EléctricaUniversidad Nacional de Colombia - Sede Bogotá, 2020-06-21)
Nowadays, many classification problems are approached with deep learning architectures,
and the results are outstanding compared to the ones obtained with traditional computer
vision approaches. However, when it comes ...
A deep learning model to assess and enhance eye fundus image quality
(Bogotá - Medicina - Maestría en Ingeniería BiomédicaUniversidad Nacional de Colombia - Sede Bogotá, 2020)
Engineering aims to design, build, and implement solutions that will increase and/or improve the life quality of human beings. Likewise, from medicine, solutions are generated for the same purposes, enabling these two ...
Deep learning analysis of eye fundus images to support medical diagnosis
(Bogotá - Ingeniería - Doctorado en Ingeniería - Sistemas y ComputaciónUniversidad Nacional de Colombia - Sede Bogotá, 2020-06-30)
Machine learning techniques have been successfully applied to support medical decision making of cancer, heart diseases and degenerative diseases of the brain. In particular, deep learning methods have been used for early ...
Prostate histopathology image classification and retrieval using weakly-supervised multimodal fusion and representation learning
(Bogotá - Ingeniería - Maestría en Ingeniería - Ingeniería de Sistemas y ComputaciónUniversidad Nacional de Colombia - Sede Bogotá, 2020-10-30)
This thesis presents an information fusion strategy for the automatic classification and retrieval of prostate histopathology whole-slide images (WSIs) that incorporates novel machine learning components from deep learning ...
Diseño y validación de un sistema de procesamiento de imágenes para el reconocimiento vehicular en intersecciones viales
(Universidad Nacional de Colombia - Sede Bogotá, 2019-07-19)
Vehicular flow is an important measurement to design mobility strategies in cities such as traffic light configuration, civil engineering works, and others. This variable can be determined through different manual and ...
Methodology for event-based traffic risk assessment of Bus Rapid Transit systems and its simulation
(Bogotá - Ingeniería - Doctorado en Ingeniería - Ingeniería CivilUniversidad Nacional de Colombia - Sede Bogotá, 2020)
Las metodologías para la evaluación del riesgo vial, bajo un enfoque preventivo o reactivo, presentan sesgos referentes a la información usada, ya sea por incompleta, inexistente o por valoraciones subjetivas del comportamiento ...