Morphological change detection system for real time traffic analysis

被引：0

作者：

Anuradha, S.G. ^{[1
]}

Karibasappa, K. ^{[2
]}

Reddy, B. Eswar ^{[1
]}

机构：

[1] Research Scholar Department of CS and E, JNTUA College of Engineering, Anantapur, India

[2] Department of IS and E, Dayananda Sagar College of Engineering, Bangalore, India

来源：

International Journal of Signal Processing, Image Processing and Pattern Recognition | 2015年 / 8卷 / 08期

关键词：

Highway engineering - Tracking (position) - Traffic congestion - Intelligent systems - Motor transportation - Image segmentation;

D O I：

10.14257/ijsip.2015.8.8.16

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Nowadays roads are getting overcrowded and the number of vehicles on the roads is increasing. The main reason is the increase in the population of metro cities, urbanization, and economical development of the country that subsequently led to the increased demand for vehicular travel. Incident detection and Traffic congestion are the serious issues in Traffic engineering applications and Intelligent Transport System. Hence the aim of the proposed system is to build an automatic traffic monitoring system which can replace or reduce manual traffic monitoring. The proposed mathematical Morphogical technique is able to detect and track the moving vehicle from the traffic video in real time and give a message to the traffic control station. The experimental results show that the proposed technique can be adopted under various traffic patterns, weather conditions and illuminations. © 2015 SERSC.

引用

页码：143 / 150