Title :
Qualitative motion analysis using a spatio-temporal approach
Author :
Liou, Shih-Ping ; Jain, Ramesh C.
Author_Institution :
Zexel Technol. USA Inc., Troy, MI, USA
Abstract :
A spatio-temporal approach is presented which can extract motion information without requiring the computation of image flow. In this approach, an image sequence is treated as a single 3-D image. The sequence is first segmented through the grouping of voxels in the spatio-temporal space. After the image sequence is segmented, the area in the image which corresponds to the moving objects in the scene is identified. The direction of motion in space for each identified moving object is reported
Keywords :
computerised pattern recognition; computerised picture processing; 3D images; image sequence; image sequence segmentation; motion analysis; motion information; moving object; spatio-temporal approach; spatio-temporal space; voxels; Artificial intelligence; Cameras; Image recognition; Image segmentation; Image sequences; Laboratories; Layout; Motion analysis; Partitioning algorithms; Solids;
Conference_Titel :
Computer Vision and Pattern Recognition, 1991. Proceedings CVPR '91., IEEE Computer Society Conference on
Conference_Location :
Maui, HI
Print_ISBN :
0-8186-2148-6
DOI :
10.1109/CVPR.1991.139801