Title :
Primary analysis of human´s gait and gaze direction using motion sensors
Author :
Mitsugami, Ikuhisa ; Nagase, Yoshihiro ; Yagi, Yasushi
Author_Institution :
Inst. of Sci. & Ind. Res., Osaka Univ., Ibaraki, Japan
Abstract :
On estimating gaze direction of a walking human from images captured by conventional surveillance cameras, his/her head and eyes region in the images are not very helpful; they are usually low resolution, and often hidden by self-occlusion. Way of walking, on the other hand, is more easy to observe because it looks much larger in the images, and is expected to be influenced by gaze direction. Considering this, we analyze the relation between gaze direction and gait by putting multiple motion sensors on his/her body. From the analysis we find arm swing is affected by gaze direction, and this fact supports the possibility of gaze direction estimation from the way of walking.
Keywords :
cameras; image motion analysis; pose estimation; arm swing; eyes region; gaze direction estimation; head region; human gait; human gaze direction; motion sensor; self-occlusion; surveillance cameras; Bluetooth; Calibration; Compass; Legged locomotion;
Conference_Titel :
Pattern Recognition (ACPR), 2011 First Asian Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-0122-1
DOI :
10.1109/ACPR.2011.6166649