DocumentCode
1646708
Title
Detection and description of human running behaviour in sports video multimedia database
Author
Cheng, Fangxiang ; Christmas, William J. ; Kittler, Josef
Author_Institution
Sch. of Electron. Comput. & Math., Surrey Univ., Guildford, UK
fYear
2001
Firstpage
366
Lastpage
371
Abstract
Motion description is an example of high-level video processing. It is attracting increasing interest in the computer vision community, due to its wide spectrum of applications. In such applications as multimedia database systems, motion descriptors act as a high-level query tool. We propose a periodic motion detection and description algorithm. We demonstrate that the descriptor extracted by the algorithm can characterise the human running behaviour. It can also serve as a basis for the classification of the human running activity. Experimental results based on Barcelona Olympic Games image sequences show the benefits of the proposed algorithm
Keywords
biomechanics; computer vision; image sequences; motion estimation; multimedia databases; sport; video signal processing; Barcelona Olympic Games; classification; computer vision; descriptor extraction; high-level query tool; high-level video processing; human running behaviour; image sequences; motion description; multimedia database; periodic motion detection; sports video; Application software; Biological system modeling; Computer vision; Humans; Image reconstruction; Image sequences; Motion analysis; Motion detection; Multimedia databases; Signal processing algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Analysis and Processing, 2001. Proceedings. 11th International Conference on
Conference_Location
Palermo
Print_ISBN
0-7695-1183-X
Type
conf
DOI
10.1109/ICIAP.2001.957037
Filename
957037
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