Proyecto de grado: detección de vehículos empleando visión por computador en el marco del proyecto ComVidas

In the last years the progress in research and development on ADAS systems has been noticed, cars factory have chosen develop systems for decrease the rate of car-accidents around the world. as a result of all this research led by differents groups and large-scale projects, we can find safetier and...

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Autores:
Romero, Cristian Felipe
Viveros Albornoz, Juan Gabriel
Tipo de recurso:
Fecha de publicación:
2018
Institución:
Universidad de San Buenaventura
Repositorio:
Repositorio USB
Idioma:
spa
OAI Identifier:
oai:bibliotecadigital.usb.edu.co:10819/5601
Acceso en línea:
http://hdl.handle.net/10819/5601
Palabra clave:
Máquina de aprendizaje
Inteligencia artificial
Detección de vehículos
Vehículos autónomos
Sistemas A.D.A.S
Machine learning
Artificial intelligence
Vehicle detection
Autonomous vehicles
Sistemas de información geográfica
Aplicaciones web
Conducción de automóviles
Rights
License
Atribución-NoComercial-SinDerivadas 2.5 Colombia
Description
Summary:In the last years the progress in research and development on ADAS systems has been noticed, cars factory have chosen develop systems for decrease the rate of car-accidents around the world. as a result of all this research led by differents groups and large-scale projects, we can find safetier and more comfortable cars. However these systems are complexes and they have stages and many other factors to consider, one of these is object recognition. Generally object recognition systems has modern techniques of image processing and artificial intelligence (AI) that allows the system for reacting to the environment e.g (others cars, people, traffic signs). Therefore this techniques have evolved, becoming the system more robust adapting to conditions where the process can be very tough, due to this researcher's of the world have proposed sophisticated techniques for improving the performance of the system. In this thesis, it shows An object recognition system using artificial intelligence with monocular camera, it also shows the most used techniques in this field and the technique used for the authors.