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Motion Icon. Feng Liu Computer Sciences Department University of Wisconsin-Madison. Goal. Motion Icon Summarize a motion capture data in a single image Application: motion database browsing. From [Assa 05]. Solution. Extract key frames
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Motion Icon Feng Liu Computer Sciences Department University of Wisconsin-Madison
Goal • Motion Icon • Summarize a motion capture data in a single image • Application: • motion database browsing From [Assa 05]
Solution • Extract key frames • Conveying as many motion info. as possible with few frames • Render key frames • Re-position frames • Select proper camera settings to render them effectively
Key frame extraction • Form posture clusters • Select a representative frame from each cluster as a key frame
Re-position key frames • Goal • Avoid collision between each frames • Solution • Magnify the root trajectory by such a factor that there is no collision between consecutive frames • Advantage • Preserve the overall shape of motion trajectory
Proper camera setting selection • Goal • Render key frames in a way with minimal key frame occlusion • Up vector: [0 1 0] • At vector • the center of the root trajectory • Eye vector • Eye-At line perpendicular to the plane determined by the the Up vector and the root trajectory
Demos • Please refer to Webpage http://www.cs.wisc.edu/~fliu/Course/cs777/p1/micon.htm
Conclusion • A basic framework for creating motion icon • Future work • Use action lines and motion blur to convey motion • Better pose clustering algorithm • Extract key frames through cluster graph analysis • Better human model than the stick model • Dimension reduction