DocumentCode
3457030
Title
Video Vehicle Detection Based on Texture Analysis
Author
Qian, Zhiming ; Shi, Hongxing
Author_Institution
Chuxiong Normal Univ., Chuxiong, China
fYear
2010
fDate
21-23 Oct. 2010
Firstpage
1
Lastpage
4
Abstract
This paper presents a video vehicle method that combines local binary pattern and motion histogram. First, use LBP modeling and updating the background in video image. Second, detect the video vehicles by means of the motion histogram. Finally, eliminates shadows from the detected vehicle region, and improves accuracy of vehicle detection. Experiments in some vehicle database show that our method has a better performance.
Keywords
feature extraction; image motion analysis; image texture; object detection; vehicles; video signal processing; LBP modeling; binary pattern; motion histogram; texture analysis; video image; video vehicle detection; video vehicle method; Hidden Markov models; Histograms; Pattern analysis; USA Councils; Vehicle detection; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition (CCPR), 2010 Chinese Conference on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-7209-3
Electronic_ISBN
978-1-4244-7210-9
Type
conf
DOI
10.1109/CCPR.2010.5659196
Filename
5659196
Link To Document