A Traffic-Congestion Detection Method for Bad Weather Based on Traffic Video

被引:1
作者
Cheng, Jieren [1 ,2 ]
Liu, Boyi [1 ]
Tang, Xiangyan [1 ]
机构
[1] Hainan Univ, Haikou 571101, Peoples R China
[2] Xiangnan Univ, Chenzhou 423000, Peoples R China
来源
COMPUTATIONAL INTELLIGENCE AND INTELLIGENT SYSTEMS, (ISICA 2015) | 2016年 / 575卷
关键词
Traffic congestion; Histogram equalization; Video processing; Inter-frame difference; HISTOGRAM EQUALIZATION;
D O I
10.1007/978-981-10-0356-1_54
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to solve the problem that the result of traffic congestion detection in bad weather is inaccurate, we analyzed current vehicle identification algorithms and image processing algorithms. After that, we proposed a detection method of traffic congestion based on histogram equalization and discrete-frame difference. Firstly, this method uses discrete-frame difference algorithm to extract the images that have vehicle information. Secondly, this method uses the histogram equalization algorithm to eliminate the noise of the images. Finally, this method recognizes the vehicle from the video and computes the traffic congestion index by the calculation method based on discrete-frame difference. It has proved by experiments and theoretical analysis that this method decreases false-negative rate and increases the accuracy rate of automatic traffic congestion detection in bad weather.
引用
收藏
页码:506 / 518
页数:13
相关论文
共 25 条
[1]  
[Anonymous], STUDY TRAFFIC VIDEO
[2]  
[Anonymous], 2009, TRAFFIC CONGESTION D
[3]  
[Anonymous], CHINESE J SCI INSTRU
[4]  
[Anonymous], INT TRAFF PERF IND E
[5]  
[Anonymous], P 8 BRIT MACH VIS C
[6]  
[Anonymous], NUMBER KEY TECHNOLOG
[7]  
[Anonymous], MATLAB IMAGE PROCESS
[8]  
[Anonymous], CHIN J SCI INSTR S
[9]  
[Anonymous], MATLAB DIGITAL IMAGE
[10]   A FAST METHOD FOR REAL-TIME MEDIAN FILTERING [J].
ATAMAN, E ;
AATRE, VK ;
WONG, KM .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1980, 28 (04) :415-421