1 October 2011 The study of vehicle detection and identification in intelligent transportation system
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Proceedings Volume 8285, International Conference on Graphic and Image Processing (ICGIP 2011); 82857I (2011) https://doi.org/10.1117/12.913528
Event: 2011 International Conference on Graphic and Image Processing, 2011, Cairo, Egypt
Abstract
With video detection technology as the core,this paper designed and implemented vehicle detection and identification in intelligent transportation system.The hardware design consisted of video capture module,video transmission module and image processing module;The software design primarily included motion detection,shadow segmentation,edge detection, feature extraction and vehicle classification.In the vehicle detection and identification algorithm,applied fusion concept and attempted to design a linear classifier with perceptive gradient descent method to identify vehicles.The experimental results validated that the methods used in this paper obtained good effect,and got a high recognition rate.
© (2011) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Fang Lv, Dongmei Han, "The study of vehicle detection and identification in intelligent transportation system", Proc. SPIE 8285, International Conference on Graphic and Image Processing (ICGIP 2011), 82857I (1 October 2011); doi: 10.1117/12.913528; https://doi.org/10.1117/12.913528
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