International Journal of Engineering Technology and Management Sciences

2023, Volume 7 Issue 3

Curbing Traffic Rule Violation Using Machine Vision

AUTHOR(S)

Akhash Kumar A, Kamalesh Kumar R, Sriram Prasad MI

DOI: https://doi.org/10.46647/ijetms.2023.v07i03.010

ABSTRACT
According to a 2017 report of the Bureau of Police Research there are 20 crore registered vehicles for 72,000 traffic police. Though the number of traffic police have not changed much the number of vehicles has gone up to nearly 30 crore in 2022. Many drivers know that the probability of getting caught is very less. So, traffic rules like speed suggestions are taken more as a suggestion than a rule to be followed. This leads to many road accidents. The National Crime Record Bureau data on the accidental deaths in India shows the number has increased from 3,54,796 in 2020 to 4,03,116 in 2021.the fatalities have increased by 16.8 percent. The Cause-wise analysis reveals that most of the road accidents were due to over speeding accounting for 2,40,828 out of 4,03,116 cases (59.7%) causing 87,050 deaths and injuring 2,28,274 people. This project aims to reduce these over speeding violations by processing the CCTV camera footage to identify the violators and warn them and to fine the repeat violators. With the ever-increasing number CCTV cameras being installed across India and knowing that they are constantly monitored by the authorities will push the drivers to follow the rules more strictly

Page No: 72 - 78

References:

  1. R. Devi Priya, R. Sivaraj, Ajith Abraham, T. Pravin, P. Sivasankar and N. Anitha. "MultiObjective Particle Swarm Optimization Based Preprocessing of Multi-Class Extremely Imbalanced Datasets". International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems Vol. 30, No. 05, pp. 735-755 (2022). Doi: 10.1142/S0218488522500209
  2. V.S. Rajashekhar; T. Pravin; K. Thiruppathi , “Control of a snake robot with 3R joint mechanism”, International Journal of Mechanisms and Robotic Systems (IJMRS), Vol. 4, No. 3, 2018. Doi: 10.1504/IJMRS.2018.10017186
  3. T. Pravin, C. Somu, R. Rajavel, M. Subramanian, P. Prince Reynold, Integrated Taguchi cum grey relational experimental analysis technique (GREAT) for optimization and material characterization of FSP surface composites on AA6061 aluminium alloys, Materials Today: Proceedings, Volume 33, Part 8, 2020, Pages 5156-5161, ISSN 2214-7853, https://doi.org/10.1016/j.matpr.2020.02.863.
  4. Pravin T, M. Subramanian, R. Ranjith,Clarifying the phenomenon of Ultrasonic Assisted Electric discharge machining, “Journal of the Indian Chemical Society”, Volume 99, Issue 10, 2022, 100705, ISSN 0019-4522, Doi: 10.1016/j.jics.2022.100705
  5. M. S. N. K. Nijamudeen, G. Muthuarasu, G. Gokulkumar, A. Nagarjunan, and T. Pravin, “Investigation on mechanical properties of aluminium with copper and silicon carbide using powder metallurgy technique,” Advances in Natural and Applied Sciences, vol. 11, no. 4, pp. 277–280, 2017.
  6. T. Pravin, M. Sadhasivam, and S. Raghuraman, “Optimization of process parameters of Al10% Cu compacts through powder metallurgy,” Applied Mechanics and Materials, vol. 813-814, pp. 603–607, 2010.
  7. Rajashekhar, V., Pravin, T., Thiruppathi, K.: A review on droplet deposition manufacturing a rapid prototyping technique. Int. J. Manuf. Technol. Manage. 33(5), 362–383 (2019) https://doi.org/10.1504/IJMTM.2019.103277
  8. Rajashekhar V S, Pravin T, Thirupathi K, Raghuraman S.Modeling and Simulation of Gravity based Zig-zag Material Handling System for Transferring Materials in Multi Floor Industries. Indian Journal of Science and Technology.2015 Sep, 8(22), pp.1-6.
  9. Minh Duc Ly; Que Nguyen Kieu Viet. "Improvement Productivity and Quality by Using Lean Six Sigma: A Case Study in Mechanical Manufacturing". International Research Journal on Advanced Science Hub, 4, 11, 2022, 251-266. doi: 10.47392/irjash.2022.066
  10. Ragunath A; Poonam Syal. "Net Zero Energy Buildings Initiatives - A Review". International Research Journal on Advanced Science Hub, 4, 11, 2022, 267-271. doi: 10.47392/irjash.2022.067
  11. Suresh P; Justin Jayaraj K; Aravintha Prasad VC; Abishek Velavan; Mr Gokulnath. "Deep Learning for Covid-19 Identification: A Comparative Analysis". International Research Journal on Advanced Science Hub, 4, 11, 2022, 272-280. doi: 10.47392/irjash.2022.068
  12. Chirag H B; Darshan M; Rakesh M D; Priyanka D S; Manjunath Aradya. "Prediction of Concrete Compressive Strength Using Artificial Neural Network". International Research Journal on Advanced Science Hub, 4, 11, 2022, 281-287. doi: 10.47392/irjash.2022.069
  13. Shoeb Ahmed Syed; Steve Ales; Rajesh Kumar Behera; Kamalakanta Muduli. "Challenges, Opportunities and Analysis of the Machining Characteristics in hybrid Aluminium Composites (Al6061-SiC-Al2O3 ) Produced by Stir Casting Method". International Research Journal on Advanced Science Hub, 4, 08, 2022, 205-216. doi: 10.47392/irjash.2022.051
  14. Ashima Saxena; Preeti Chawla. "A Study on the Role of Demographic Variables on Online Payment in Delhi NCR". International Research Journal on Advanced Science Hub, 4, 08, 2022, 217-221. doi: 10.47392/irjash.2022.052
  15. Kakali Sarkar; Abhishek Kumar; Sharad Chandra Pandey; Saurabh Kumar; Vivek Kumar. "Tailoring the structural, optical, and dielectric properties of nanocrystalline niobate ceramics for possible electronic application". International Research Journal on Advanced Science Hub, 5, 01, 2023, 1-7. doi: 10.47392/irjash.2023.001
  16. Pavan A C; Somashekara M T. "An Overview on Research Trends, Challenges, Applications and Future Direction in Digital Image Watermarking". International Research Journal on Advanced Science Hub, 5, 01, 2023, 8-14. doi: 10.47392/irjash.2023.002
  17. Gyanendra Kumar Pal; Sanjeev Gangwar. "Discovery of Approaches by Various Machine learning Ensemble Model and Features Selection Method in Critical Heart Disease Diagnosis". International Research Journal on Advanced Science Hub, 5, 01, 2022, 15-21. doi: 10.47392/irjash.2023.003
  18. Nirsandh Ganesan; Nithya Sri Chandrasekar; Ms. Piriyanga; Keerthana P; Mithilaa S; Ms. Jeyashree. "Effect of Nano Reinforcements Tio2 And Y2O3 on Aluminium Metal Matrix Nanocomposite". International Research Journal on Advanced Science Hub, 5, 01, 2023, 22-32. doi: 10.47392/irjash.2023.004
  19. Nur Aeni; Lely Novia; Mr. Muhalim; Nur Fitri. "Incorporating Secret Door in Teaching Vocabulary for EFL Vocational Secondary School Students in Indonesia". International Research Journal on Advanced Science Hub, 5, 01, 2023, 33-39. doi: 10.47392/irjash.2023.005

    How to Cite This Article:
    Akhash Kumar A, Kamalesh Kumar R, Sriram Prasad MI .Curbing Traffic Rule Violation Using Machine Vision . ijetms;7(3):72-78. DOI: 10.46647/ijetms.2023.v07i03.010