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
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;
Conference_Titel :
Image Analysis and Processing, 2001. Proceedings. 11th International Conference on
Conference_Location :
Palermo
Print_ISBN :
0-7695-1183-X
DOI :
10.1109/ICIAP.2001.957037