IoT based Smart Traffic density Control using Image Processing

被引:31
|
作者
Frank, Anilloy [1 ]
Al Aamri, Yasser Salim Khamis [1 ]
Zayegh, Amer [1 ]
机构
[1] Middle East Coll, Dept Elect & Commun Engn, Muscat, Oman
关键词
Internet of Things; Smart traffic lights; Image processing;
D O I
10.1109/icbdsc.2019.8645568
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the rapid development of road infrastructure, the volume of vehicle on the road network increases which leads to traffic Congestion. The same scenario exists in the Sultanate of Oman. Traffic congestions are amongst the top list of the problems faced in Muscat and other cities in the Sultanate of Oman. This is mainly caused due to the rapid up rise in the number of vehicles in a short span of time. To overcome such impact of traffic congestions, it is required to develop an IoT Based traffic control system. The proposed system would be based on the measurement of the actual traffic density on the road. This would be achieved using a real time video and image processing techniques. Wherein the images captured and are stored in the server, which will be compared with the real time image captured via camera to identify the density. The theme is to control the traffic by determining the traffic density on each side of the road and enabling a controlling option of the traffic signal to the user through a software application.
引用
收藏
页码:169 / 172
页数:4
相关论文
共 50 条
  • [1] Smart Traffic Density Management System Using Image Processing
    Sanghavi, Jeet D.
    Shah, Alay M.
    Rane, Saurabh S.
    Venkataramanan, V.
    [J]. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATION, ICWICOM 2017, 2018, 19 : 301 - 312
  • [2] Smart Control of Traffic Light System using Image Processing
    Khushi
    [J]. 2017 INTERNATIONAL CONFERENCE ON CURRENT TRENDS IN COMPUTER, ELECTRICAL, ELECTRONICS AND COMMUNICATION (CTCEEC), 2017, : 99 - 103
  • [3] Smart Traffic Optimization Using Image Processing
    Maheshwari, Pranav
    Suneja, Deepanshu
    Singh, Praneet
    Mutneja, Yogeshwar
    [J]. 2015 IEEE 3RD INTERNATIONAL CONFERENCE ON MOOCS, INNOVATION AND TECHNOLOGY IN EDUCATION (MITE), 2015, : 1 - 4
  • [4] IOT based Smart Traffic Light Control System
    George, Anna Merine
    George, V. I.
    George, Mary Ann
    [J]. 2018 INTERNATIONAL CONFERENCE ON CONTROL, POWER, COMMUNICATION AND COMPUTING TECHNOLOGIES (ICCPCCT), 2018, : 148 - 151
  • [5] Smart Traffic Lights using Image Processing Algorithms
    Elkhatib, Mohammed M.
    Adwan, Alarqam I.
    Alsamna, Ahmed S.
    Abu-Hudrouss, Ammar M.
    [J]. 2019 IEEE 7TH PALESTINIAN INTERNATIONAL CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (PICECE), 2019,
  • [6] Optimized traffic control and data processing using IoT
    P. Kuppusamy
    R. Kalpana
    P. V. Venkateswara Rao
    [J]. Cluster Computing, 2019, 22 : 2169 - 2178
  • [7] Optimized traffic control and data processing using IoT
    Kuppusamy, P.
    Kalpana, R.
    Rao, P. V. Venkateswara
    [J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 1): : 2169 - 2178
  • [8] Smart Traffic Control System with Application of Image Processing Techniques
    Hasan, Md Munir
    Saha, Gobinda
    Hoque, Aminul
    Majumder, Md Badruddoja
    [J]. 2014 INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS & VISION (ICIEV), 2014,
  • [9] Smart Sericulture System Based On IoT and Image Processing Technique
    Rokhade, Shwetha
    Guruprasad, M. K.
    Mallesh, M. S.
    Banu, Sameena
    Jyoti, S. N.
    Thippesha, D.
    [J]. 2021 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI), 2021,
  • [10] Smart Traffic Lights Switching and Traffic Density Calculation using Video Processing
    Kanungo, Anurag
    Sharma, Ayush
    Singla, Chetan
    [J]. 2014 RECENT ADVANCES IN ENGINEERING AND COMPUTATIONAL SCIENCES (RAECS), 2014,