Application of Fully Adaptive Symbolic Representation to Driver Mental Fatigue Detection Based on Body Posture

• Published in: Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics pp. 1313 - 1318
• Main Authors: Ansari, Shahzeb, Du, Haiping, Naghdy, Fazel, Stirling, David
• Format: Conference Proceeding
• Language: English
• Published: IEEE 17.10.2021
• Subjects: Approximation algorithms; Clustering algorithms; Driver mental fatigue; driver posture; Fatigue; fatigue patterns; fatigue posture; Heuristic algorithms; Pattern recognition; Safety; SAX; Sternum

Driver mental fatigue is a major influential factor that results in inattentive driver condition ultimately to fatal crashes. In this paper, the driver mental fatigue patterns based on the driver's body postural behaviour are identified using a novel adaptive pattern recognition technique. The...