Volume 2 - Issue 2, March - April 2026

When the driver does not get proper sleep, rest or fell sleepy, they sleep while driving and it could be fatal to driver and even the passengers. This issue should have a solution in form of a system in which they can identify drowsiness on the face of a driver and then could ring an alarm so that driver can take necessary actions after that. The detection is done mainly in three steps, in beginning the system should identify the face and then facial features and then followed by eye tracking. In this we use correlation coefficient template. The extracted eye image and template is then matched so that the system can know if the driver is sleeping or not. The blinking is then recognized and if it fall within a certain range, the alarm will go off.

Kavya Shree R, Dr.Kalaivani N,"AURAID: Intelligent Emergency Response and Personalized Medicine for Inclusive Healthcare" International Journal of Advanced Multidisciplinary Research and Educational Development, V2(2): Page(536-550) Mar-Apr 2026. ISSN: 3107-6513. www.ijamred.com. Published by Scientific and Academic Research Publishing.