Smart Traffic Control System with Application of Image Processing Techniques

被引:0
|
作者
Hasan, Md Munir [1 ]
Saha, Gobinda [1 ]
Hoque, Aminul [1 ]
Majumder, Md Badruddoja [1 ]
机构
[1] Bangladesh Univ Engn & Technol, Dept Elect & Elect Engn, Dhaka 1000, Bangladesh
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we propose a method for determining traffic congestion on roads using image processing techniques and a model for controlling traffic signals based on information received from images of roads taken by video camera. We extract traffic density which corresponds to total area occupied by vehicles on the road in terms of total amount of pixels in a video frame instead of calculating number of vehicles. We set two parameters as output, variable traffic cycle and weighted time for each road based on traffic density and control traffic lights in a sequential manner.
引用
收藏
页数:4
相关论文
共 50 条
  • [21] Traffic control system techniques: A review
    Majeed, Murtadha F.
    Fahad, Assmaa A.
    INTERNATIONAL JOURNAL OF NONLINEAR ANALYSIS AND APPLICATIONS, 2022, 13 (02): : 829 - 835
  • [22] Evolution of Third Eye System Converging with Networked Control System and Image Processing Techniques
    Kumar, Ratish
    Kumar, Rajiv
    Nigam, Madhav J.
    2019 FIFTH INTERNATIONAL CONFERENCE ON IMAGE INFORMATION PROCESSING (ICIIP 2019), 2019, : 580 - 584
  • [23] Smart vision system for applied image processing
    Gokstorp, M
    NEW IMAGE PROCESSING TECHNIQUES AND APPLICATIONS: ALGORITHMS, METHODS, AND COMPONENTS II, 1997, 3101 : 276 - 282
  • [24] ` Smart Image Processing System for Retinal Prosthesis
    Weiland, James D.
    Parikh, Neha
    Pradeep, Vivek
    Medioni, Gerard
    2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2012, : 300 - 303
  • [25] The application of image analysis techniques to mineral processing
    Pong, Ting-Chuen
    Haralick, Robert M.
    Craig, James R.
    Yoon, Roe-Hoan
    Choi, Woo-Zin
    PATTERN RECOGNITION LETTERS, 1983, 2 (02) : 117 - 123
  • [26] Measuring traffic movements at junctions using image processing techniques
    Iran Univ of Science and Technology, Tehran, Iran
    Pattern Recognit Lett, 5 (493-500):
  • [27] Performance Improvement in Image Processing Techniques for Traffic Data Collection
    Kim, Daehyon
    INTERNATIONAL JOURNAL OF URBAN SCIENCES, 2009, 13 (02) : 161 - 171
  • [28] Measuring traffic movements at junctions using image processing techniques
    Fathy, M
    Siyal, MY
    PATTERN RECOGNITION LETTERS, 1997, 18 (05) : 493 - 500
  • [29] Application of the liquid crystal techniques with image processing
    Suzuki, S
    Numajiri, T
    Saso, K
    Yoshida, N
    Fujimoto, K
    IN-LINE METHODS AND MONITORS FOR PROCESS AND YIELD IMPROVEMENT, 1999, 3884 : 248 - 253
  • [30] Safety potential of smart traffic control system
    Dutta, U
    Tadi, RR
    Strada, E
    APPLICATIONS OF ADVANCED TECHNOLOGIES IN TRANSPORTATION, 1998, : 308 - 316