Real-Time Vision System for Nighttime Vehicle Detection

被引:0
作者
Hsia, Chih-Hsien [1 ]
Kong, Yan [2 ]
Lin, Yang-Ke [1 ]
Chien, Ying-Ren [3 ]
机构
[1] Chinese Culture Univ, Dept Elect Engn, Taipei, Taiwan
[2] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing, Jiangsu, Peoples R China
[3] Natl Ilan Univ, Dept Elect Engn, Yilan, Taiwan
来源
2017 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW) | 2017年
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In recent years, the number of cars in the world has been increasing, resulting in a rise in the importance of video based traffic flow monitoring and counting technology. However, compared with the computerized vision-based traffic flow monitoring and counting technologies used during daytime, those used during nighttime are less developed. In view of this, we have proposed a multi-feature technology, which can be used to monitor the headlights of cars during nighttime. First, the light source distribution in each captured image is analyzed and the length-width ratios of the headlights are distinguished. If two headlights both match the standards, a comparison between cars is carried out in order to avoid counting the same car more than once. The space between and colors of the two headlights are then used to judge whether these two lights belong to the same car using a similarity analysis algorithm. Experimental evaluations have shown that the proposed technology in this study can be stably used in both the monitoring of traffic flow and the real-time management of cars during nighttime.
引用
收藏
页数:2
相关论文
共 9 条
[1]   Daytime Preceding Vehicle Brake Light Detection Using Monocular Vision [J].
Chen, Hua-Tsung ;
Wu, Yi-Chien ;
Hsu, Chun-Chieh .
IEEE SENSORS JOURNAL, 2016, 16 (01) :120-131
[2]   Nighttime Vehicle Lamp Detection and Tracking With Adaptive Mask Training [J].
Guo, Jing-Ming ;
Hsia, Chih-Hsien ;
Wong, KokSheik ;
Wu, Jing-Yu ;
Wu, Yi-Ting ;
Wang, Nai-Jian .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (06) :4023-4032
[3]   Nighttime Vehicle Detection Using Deformable Parts Model [J].
Chen, Jiajie ;
Chen, Jianda ;
Gu, Feng .
2015 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS IHMSC 2015, VOL II, 2015,
[4]  
Kumar U, 2013, INT CONF IMAG VIS, P214, DOI 10.1109/IVCNZ.2013.6727018
[5]  
Robert K., 2009, IEEE C INT TRANSP SY, P285
[6]  
Wu H.-L., 2011, IMAGE BASED VEHICLE
[7]  
Yuan YL, 2013, INT CONF IMAG VIS, P453, DOI 10.1109/IVCNZ.2013.6727057
[8]   Tracking and Pairing Vehicle Headlight in Night Scenes [J].
Zhang, Wei ;
Wu, Q. M. J. ;
Wang, Guanghui ;
You, Xinge .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2012, 13 (01) :140-153
[9]  
[No title captured]