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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM42343

Enhanced Road Safety and Traffic Regulation System

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM42343

Volume:

9 |

3 |

Mar 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM42343

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

DBS

Dr Brindha S1

MSK

Ms Sudha K2

VA

Vinith A3

YM4

Yetheesh MD 4

ASA

Aswin Standly A5

TG

Thanush G6

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Abstract

Violations in traffic laws are very common in a highly populated country like India. The accidents associated with these violations cause a huge loss to life and property. Since utilization of bikes is high, mishaps associated with bikes are additionally high contrasted with different vehicles. One of the main causes of these is not using motorcycle helmets. So we propose an approach called “Enhanced road safety and traffic regulation System” using deep learning which automatically sends challan or send an SMS for individuals in case of identification of bicycle riders without headgear and who are triple riding utilizing surveillance videos in real-time. The proposed approach initially recognizes motorcycle riders utilizing background subtraction and object segmentation.At that point we utilize object classifier to classify violators. Since wearing helmet is critical while driving, our main aim is to decrease the danger of injuries in case of accident. By detecting the motorcyclists without helmets, triple riding or other violations we can therefore increase their safety while on road. Hence by automating we reduce the workload on the traffic control team and will be able to share the evidence with the team efficiently to impose fines on violators

KEYWORDS

CNN-Convolutional Neural Network R-CNN-Region based CNN YOLO-You Only Look Once SVM-Support Vector Machine IDE-Integrated Development Environment CCTV-Closed Circuit Television

Cite This Article

Dr Brindha S1, Ms Sudha K2, Vinith A3, Yetheesh MD 4, Aswin Standly A5, Thanush G6, "Enhanced Road Safety and Traffic Regulation System," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 3, Mar 2025. https://doi.org/10.55041/IJSREM42343

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Editorial & Review Transparency

Publication Date

3/13/2025

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

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0

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3

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5

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Conflict of Interest

The authors declare no conflict of interest related to this research work.

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No funding information available for this research.

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