Detection of Direction Deviation of vehicle using CCTV Cameras

被引:0
作者
Gupta, Pratishtha [1 ]
Rathore, Manisha [1 ]
Purohit, G. N. [1 ]
机构
[1] Banasthali Univ, Jaipur, Rajasthan, India
来源
2014 RECENT ADVANCES AND INNOVATIONS IN ENGINEERING (ICRAIE) | 2014年
关键词
MA TLAB; CCTV; Direction Deviation of vehicle; Image processing; Orientation;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
As an application of CCTV Traffic surveillance, detection of direction deviation of vehicle is an important dimension, which demands an intelligent solution. It is assumed that images of vehicles have been captured at a particular orientation i.e. from top view and top-front view using CCTV cameras installed at junction along a particular road at an instant. When CCTV cameras are installed at junction for real time traffic surveillance system, a lot more information can be retrieved from the captured traffic images which can be further utilized for intelligent traffic system. The key technique used to develop this work is image processing. This document presents a new work on traffic image, in which the traffic image is processed to find out if every individual vehicle is going in the straight or diagonal direction when it crosses the junction. Intensity values are computed on each pixel in row and column. These intensity change values are used to calculate x-extent and y-extent of vehicle which results the direction of vehicle, either the vehicle is moving in straight direction or moving in diagonal direction.
引用
收藏
页数:10
相关论文
共 8 条
  • [1] Alcantarilla PF, 2008, IEEE INT VEH SYM, P104
  • [2] Detection and classification of vehicles
    Gupte, S
    Masoud, O
    Martin, RFK
    Papanikolopoulos, NP
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2002, 3 (01) : 37 - 47
  • [3] Hinz S, 2003, IM PROC 2003 ICIP 20, V3, P14
  • [4] Iwasaki Y, 2012, ADV RES SCI AR 2012, P2027
  • [5] Lee B, 2011, COMP INT CONTR AUT C, P74
  • [6] On-road vehicle detection using evolutionary Gabor filter optimization
    Sun, ZH
    Bebis, G
    Miller, R
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2005, 6 (02) : 125 - 137
  • [7] Route Identification and Direction Control of Smart Car Based on CMOS Image Sensor
    Wang Xiuquan
    Shen Xiaoliu
    Chang Xiaoming
    Chai Ying
    [J]. 2008 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL 2, PROCEEDINGS, 2008, : 176 - +
  • [8] Zhang Y, 2006, ARCH PHOTOGRAMMETRY