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Title: :  Driver Drowsiness and Attention Detection System
PaperId: :  14725
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14725
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Neethi B SDayananda Sagar Academy of Technology and Management
Sannidhi HabbuDayananda Sagar Academy of Technology and Management
Pooja KDayananda Sagar Academy of Technology and Management
Shivang GhoshDayananda Sagar Academy of Technology and Management

Abstract

Computer Science Engineering
Face detection, Facial feature extraction, Attention Loss detection,Drowsiness detection
The purpose of this paper was to create a way to detect drowsiness, loss of attention of the driver and compare this method with already existing one’s. One of the causes of car accidents comes from driver's drowsiness and lack of attention. Face, the most important part of the body, transmits a lot of information. If the driver is in a state of exhaustion, facial expressions, for example the frequency of blinking and yawning, are completely different from the normal one's. The device detects the drivers’ fatigue/drowsiness level by using the features like yawning, blinking and period of eye closure. As for attention the system tracks the movement of eyes to detect loss of attention. We are introducing Haar Cascade face tracking algorithm to improve chase accuracy. In addition , we have a design replacement detection technique for facial regions supporting sixty eight facial landmarks. By combining all these options and testing it against the threshold values the system will notify the driver using an alarm or a text notification on detection of drowsiness or loss of attention.

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IJARIIE Neethi B S, Sannidhi Habbu, Pooja K, and Shivang Ghosh. "Driver Drowsiness and Attention Detection System" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 3070-3078
MLA Neethi B S, Sannidhi Habbu, Pooja K, and Shivang Ghosh. "Driver Drowsiness and Attention Detection System." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 3070-3078.
APA Neethi B S, Sannidhi Habbu, Pooja K, & Shivang Ghosh. (2021). Driver Drowsiness and Attention Detection System. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 3070-3078.
Chicago Neethi B S, Sannidhi Habbu, Pooja K, and Shivang Ghosh. "Driver Drowsiness and Attention Detection System." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 3070-3078.
Oxford Neethi B S, Sannidhi Habbu, Pooja K, and Shivang Ghosh. 'Driver Drowsiness and Attention Detection System', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 3070-3078. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Driver_Drowsiness_and_Attention_Detection_System_ijariie14725.pdf (Accessed : 29 July 2025).
Harvard Neethi B S, Sannidhi Habbu, Pooja K, and Shivang Ghosh. (2021) 'Driver Drowsiness and Attention Detection System', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 3070-3078IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Driver_Drowsiness_and_Attention_Detection_System_ijariie14725.pdf (Accessed : 29 July 2025)
IEEE Neethi B S, Sannidhi Habbu, Pooja K, and Shivang Ghosh, "Driver Drowsiness and Attention Detection System," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 3070-3078, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/Driver_Drowsiness_and_Attention_Detection_System_ijariie14725.pdf [Accessed : 29 July 2025].
Turabian Neethi B S, Sannidhi Habbu, Pooja K, and Shivang Ghosh. "Driver Drowsiness and Attention Detection System." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 (29 July 2025).
Vancouver Neethi B S, Sannidhi Habbu, Pooja K, and Shivang Ghosh. Driver Drowsiness and Attention Detection System. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 29 July 2025]; 7(3) : 3070-3078. Available from: https://ijariie.com/AdminUploadPdf/Driver_Drowsiness_and_Attention_Detection_System_ijariie14725.pdf
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