Author Login IJIRT Partner Network (IPN) Login

Road Traffic Surveillance System for Helmet Detection

  • Unique Paper ID: 150057
  • Volume: 7
  • Issue: 2
  • PageNo: 316-319
  • Abstract:
  • Surveillance is very essential for the safety of power substation. The detection of whether wearing safety helmets or not for perambulatory workers is the key component of overall intelligent surveillance system in power substation. In our system, a novel and practical safety helmet detection framework based on computer vision, machine learning and image processing is proposed. In order to ascertain motion objects in power substation, the CNN algorithm is employed. Moreover, based on the result of motion objects segmentation, real-time human classification framework C4 is applied to locate pedestrian in power substation accurately and quickly. Finally, according to the result of pedestrian detection, the safety helmet wearing detection and the send fine notification is implemented using the head location/Vehicle Number plate detection, the color space transformation and the color feature discrimination. Extensive compelling experimental results in power substation illustrate the efficiency and effectiveness of the proposed framework.
Download article email to a friend

Cite This Article

  • ISSN: 2349-6002
  • Volume: 7
  • Issue: 2
  • PageNo: 316-319

Road Traffic Surveillance System for Helmet Detection

Related Articles

Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Archive

View More

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry