Driver head pose estimation using efficient descriptor fusion

• Published in: EURASIP journal on image and video processing Vol. 2016; no. 1; pp. 1 - 14
• Main Authors: Alioua, Nawal, Amine, Aouatif, Rogozan, Alexandrina, Bensrhair, Abdelaziz, Rziza, Mohammed
• Format: Journal Article
• Language: English
• Published: Cham Springer International Publishing 09.01.2016; Springer Nature B.V; Springer
• Subjects: Algorithms; Biometrics; Classification; Computer Science; Computer Vision and Pattern Recognition; Computer Vision in Road Safety and Intelligent Traffic; Engineering; Engineering Sciences; Facial; Image Processing and Computer Vision; Machine Learning; Mathematical models; Pattern Recognition; Signal and Image processing; Signal,Image and Speech Processing; Statistics; Support vector machines; Video; Feature selection; Support vector machine; Driver monitoring; Head pose estimation

A great interest is focused on driver assistance systems using the head pose as an indicator of the visual focus of attention and the mental state. In fact, the head pose estimation is a technique allowing to deduce head orientation relatively to a view of camera and could be performed by model-base...