Title :
Ribbon-based motion analysis of human body movements
Author :
Chang, I-Cheng ; Huang, Chung-Lin
Author_Institution :
Inst. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Abstract :
This paper introduces a ribbon-based motion analysis approach to describe human body movements. Here, we assume that there are no markers on human body. We develop a system to extract the moving ribbons (extremities) by processing the difference between current image frame and reference image frame. By analyzing the moving ribbons on the key frames, we may produce the motion parameter curves for each joint on the ribbon. These curves may not be continuous due to ribbon-torso occlusion, and both the interpolation and extrapolation processes can be used to predict the missing parts
Keywords :
computer vision; extrapolation; image sequences; interpolation; motion estimation; parameter estimation; body part recognition; computer vision; extrapolation; human body movements; image frame; interpolation; motion parameter curves; parameter estimation; ribbon-based motion analysis; Biological system modeling; Head; Humans; Image motion analysis; Image recognition; Image sequences; Information analysis; Joints; Motion analysis; Tracking;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.546985