Fatigue Detection
This is an incremental approach for driver safety, focusing on a specific domain.
The paper tackles driver fatigue detection by proposing a system based on pose estimation to analyze body joint positions in the upper body, comparing them to an ideal posture, but it does not report any results or concrete numbers.
Nowadays, there are many fatigue detection methods and the majority of them are tracking eye in real-time using one or two cameras to detect the physical responses in eyes. It is indicated that the responses in eyes have high relativity with driver fatigue. As part of this project, We will propose a fatigue detection system based on pose estimation. Using pose estimation, We plan to mark the body joints in the upper body for shoulders and neck. Then, we plan to compare the location of the joints of the current posture with the ideal posture.