Title :
Vision-based modeling of human behavior in production process
Author :
Funahashi, Takuma ; Fujiwara, Takayuki ; Koshimizu, Hiroyasu
Author_Institution :
Sch. of Inf. Sci. & Technol., Chukyo Univ., Nagoya
Abstract :
This paper proposes a vision-based human modeling by using both analytical property of human body performance and the concurrent gaze pattern for production process. Authors developed two systems required for 3D motion analysis: firefly capturing camera (FCC) characterized by the monocular camera with large spherical aberration of lens measures the 3D positions of point light sources attached on an object in real time without any special lighting, and passive eye camera (PEC) attached in front of the head extracts irises motion based on the facial image processing such as Hough transform for iris detection and gaze analysis. Authors demonstrated FCC and PEC are effective to construct the vision-based model of human behavior in production process.
Keywords :
cameras; computer vision; face recognition; image motion analysis; production engineering computing; solid modelling; 3D motion analysis; concurrent gaze pattern; facial image processing; firefly capturing camera; human body performance analytical property; industrial production process; irises motion extraction; monocular camera; passive eye camera; vision-based human behavior modeling; Biological system modeling; Cameras; FCC; Humans; Lenses; Motion analysis; Motion measurement; Pattern analysis; Performance analysis; Production; FCC; Gaze analysis; Human performance; PEC; Vision-based; Visual inspection;
Conference_Titel :
Human System Interactions, 2009. HSI '09. 2nd Conference on
Conference_Location :
Catania
Print_ISBN :
978-1-4244-3959-1
Electronic_ISBN :
978-1-4244-3960-7
DOI :
10.1109/HSI.2009.5091062