Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.12 Issue.2

Submission
Last date
28-Apr-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-2. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  Driver Drowsiness Detection System By Measuring EAR and MAR
PaperId: :  26920
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 3 2025
DUI:    16.0415/IJARIIE-26920
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Zoya Fatema KhanRajiv Gandhi College Of Engineering Research & Technology
Alfiya Sheikh Rajiv Gandhi College Of Engineering Research & Technology
Vanshika Makode Rajiv Gandhi College Of Engineering Research & Technology
Bhavika Makode Rajiv Gandhi College Of Engineering Research & Technology
Dr Vanita BuradkarRajiv Gandhi College Of Engineering Research & Technology

Abstract

Computer Engineering
Driver Drowsiness Detection, Python, OpenCV, Dlib, Computer Vision, Eye Aspect Ratio, Real-Time Alert System, Road Safety, Facial Landmark Detection, Pygame Alarm
- Driver drowsiness is one of the major causes of road accidents, leading to severe injuries and fatalities worldwide. In this paper, we propose a real-time Driver Drowsiness Detection System using Python, OpenCV, and Dlib to monitor driver alertness and provide timely alerts to prevent accidents. The system uses a webcam to continuously capture facial images and applies computer vision techniques to detect facial landmarks, particularly focusing on the eyes. By calculating the Eye Aspect Ratio (EAR) over a sequence of frames, the system determines if the driver’s eyes remain closed for an extended period, indicating drowsiness. Once drowsiness is detected, an alarm sound is played using the Pygame library to immediately alert the driver. The implementation aims to improve road safety by providing a low-cost, easily deployable solution using widely available hardware and open-source tools. This system can be integrated into various vehicles, offering an additional layer of safety for long-distance drivers, truck drivers, and night-time travellers.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Zoya Fatema Khan, Alfiya Sheikh , Vanshika Makode , Bhavika Makode , and Dr Vanita Buradkar. "Driver Drowsiness Detection System By Measuring EAR and MAR" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 3 2025 Page 3708-3713
MLA Zoya Fatema Khan, Alfiya Sheikh , Vanshika Makode , Bhavika Makode , and Dr Vanita Buradkar. "Driver Drowsiness Detection System By Measuring EAR and MAR." International Journal Of Advance Research And Innovative Ideas In Education 11.3(2025) : 3708-3713.
APA Zoya Fatema Khan, Alfiya Sheikh , Vanshika Makode , Bhavika Makode , & Dr Vanita Buradkar. (2025). Driver Drowsiness Detection System By Measuring EAR and MAR. International Journal Of Advance Research And Innovative Ideas In Education, 11(3), 3708-3713.
Chicago Zoya Fatema Khan, Alfiya Sheikh , Vanshika Makode , Bhavika Makode , and Dr Vanita Buradkar. "Driver Drowsiness Detection System By Measuring EAR and MAR." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 3 (2025) : 3708-3713.
Oxford Zoya Fatema Khan, Alfiya Sheikh , Vanshika Makode , Bhavika Makode , and Dr Vanita Buradkar. 'Driver Drowsiness Detection System By Measuring EAR and MAR', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 3, 2025, p. 3708-3713. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Driver_Drowsiness_Detection_System_By_Measuring_EAR_and_MAR_ijariie26920.pdf (Accessed : ).
Harvard Zoya Fatema Khan, Alfiya Sheikh , Vanshika Makode , Bhavika Makode , and Dr Vanita Buradkar. (2025) 'Driver Drowsiness Detection System By Measuring EAR and MAR', International Journal Of Advance Research And Innovative Ideas In Education, 11(3), pp. 3708-3713IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Driver_Drowsiness_Detection_System_By_Measuring_EAR_and_MAR_ijariie26920.pdf (Accessed : )
IEEE Zoya Fatema Khan, Alfiya Sheikh , Vanshika Makode , Bhavika Makode , and Dr Vanita Buradkar, "Driver Drowsiness Detection System By Measuring EAR and MAR," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 3, pp. 3708-3713, May-Jun 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/Driver_Drowsiness_Detection_System_By_Measuring_EAR_and_MAR_ijariie26920.pdf [Accessed : ].
Turabian Zoya Fatema Khan, Alfiya Sheikh , Vanshika Makode , Bhavika Makode , and Dr Vanita Buradkar. "Driver Drowsiness Detection System By Measuring EAR and MAR." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 3 ().
Vancouver Zoya Fatema Khan, Alfiya Sheikh , Vanshika Makode , Bhavika Makode , and Dr Vanita Buradkar. Driver Drowsiness Detection System By Measuring EAR and MAR. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(3) : 3708-3713. Available from: https://ijariie.com/AdminUploadPdf/Driver_Drowsiness_Detection_System_By_Measuring_EAR_and_MAR_ijariie26920.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
WORD-LEVEL BLUR FOR REAL-TIME SCREEN ABUSE DETECTION: IMPLEMENTATION AND EVALUATIONcomputer Engineeringsohel sayyad Download
Heart Attack Risk Prediction Using Retinal Eye ImagesMachine LearningPrasanthi Siri Kuruma Download
Real Time Zero Knowledge Privacy & Ai Security for currency Transaction Using EthereumComputer EngineeringPANTHULA SAI MURALI Download
JANMITRA - AI POWERED PLATFORM BRIDGING SOCIETIES WITH NGO'S AND ORGANIZATIONScomputer engineeringUMESH AAGDE Download
Improvising Personalized Travel Recommendation System with Recency Effectscomputer science engineeringMrs. Fathima Zahera Download
Ensemble Models and Explainable AI for Malware DetectionComputer Science M Vandana Download
Smart E-Healthcare SystemComputer EngineeringVattikoti Sai Download
SURVEY ON RETAIL INSIGHT GENERATOR: VISION AI FOR CUSTOMER ANALYTICS AND HEATMAPSComputer EngineeringAmalkrishna K B Download
SMART COLLEGE SECURITY:AI-POWERED IDCARD VIOLATION AND FACE RECOGNITIONSYSTEMComputer science Athira Thomas Download
Consumer Behavioural Analysis Using Advanced Clustering TechniquesComputer Science and EngineeringSupriya Thati Download
A Low-Cost Smartphone-Based Sign Language Translator Using Computer Vision for Real-Time Deaf–Hearing CommunicationComputer Science and EngineeringHarsh Mishra Download
Predicting Stock Market Trends using Deep Learning TechniquesComputer Science and EngineeringAkruthi Shere Download
A SURVEY ON SMART VOTING SYSTEM USING BLOCKCHAINComputer Science EngineeringAleena Shaju Download
A SURVEY ON SECURESCAN 360: CYBER INTEGRATED SYSTEM FOR THREAT DETECTION AND IMAGE AUTHENTICATIONComputer Science and EngineeringAparna Sunil Download
Efficient Use of Dialog Boxes in GUI Development using VB.NETComputer ScienceDR. RISHI MATHUR Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2026. IJARIIE. All Rights Reserved.