A Novel Vehicle Type Recognition Based on Hierarchical Matching

作者:Zhong Xing, Zhang; Tao, Li; Tao, Xiang; Min Juan, Liu
来源:Applied Mechanics and Materials, 2014, 602-605: 2387-2390.
DOI:10.4028/www.scientific.net/amm.602-605.2387

摘要

<jats:p>A novel method of vehicle type recognition based on template matching is proposed to improve the real-time performance of the vehicle type recognition in real traffic scenes. GRM is applied and the template is normalized for realizing parallel template matching. Then, we realize the rapid vehicle type recognition through lookup tables by the hierarchical index of vehicle type template with k-means clustering and size normalization processing. The results show that the algorithm can recognize vehicle type in traffic scenes efficiently.</jats:p>

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