14 October 2011 Traffic infrastructure inventory system by analysis image
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Proceedings Volume 8287, Eighth Symposium Optics in Industry; 82870N (2011) https://doi.org/10.1117/12.912181
Event: Eighth Symposium Optics in Industry, 2011, Toluca de Lerdo, Mexico
Abstract
This paper describes a computer vision system designed to perform an inventory of traffic signals. The system consists of five Ethernet synchronized cameras; the acquisition strategy allows us to take one image per camera every other second. We then use those five images to generate a panoramic image each second. Signal detection and recognition is carried out offline. Detection of traffic signal is done in the panoramic image using the Hough transform and enhancement of HSV color space. Traffic signal recognition is made by a combination of Haar wavelet and violates Jones classifier. Finally, we present experimental results using a database of one hundred images.
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Aldo I. Rico Martinez, Aldo I. Rico Martinez, J. C. Camarillo-Paz, J. C. Camarillo-Paz, F. J. Ornelas-Rodríguez, F. J. Ornelas-Rodríguez, José-Joel Gonzalez-Barbosa, José-Joel Gonzalez-Barbosa, Yazmín C. Peña Cheng, Yazmín C. Peña Cheng, Juan B. Hurtado-Ramos, Juan B. Hurtado-Ramos, } "Traffic infrastructure inventory system by analysis image", Proc. SPIE 8287, Eighth Symposium Optics in Industry, 82870N (14 October 2011); doi: 10.1117/12.912181; https://doi.org/10.1117/12.912181
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