Title :
Pyramidwise structuring for soccer highlight extraction
Author :
Luo, Ming ; Ma, Yu-Fei ; Zhang, Hong-Jiang
Author_Institution :
Dept. of Comput. Sci., Maryland Univ., College Park, MD, USA
Abstract :
Fast browsing video contents not only is an important research issue, but also has a variety of potential applications, especially for sports videos. In this paper, we propose a practical solution to extract highlights from soccer videos, which is based on the structure analysis of broadcast soccer video. First, the broadcast soccer video is structured into a soccer pyramid. Then, soccer highlights can be extracted in a flexible manner by using such a soccer pyramid structure. Besides, in order to obtain soccer pyramid, a condensation approach to soccer video and the corresponding structure extraction methods are also proposed. Experiments have demonstrated the effectiveness, efficiency and robustness of the proposed approaches to soccer video structuring and highlight extraction.
Keywords :
digital video broadcasting; feature extraction; semantic Web; video coding; broadcast soccer video analysis; soccer pyramid structure; soccer video highlight extraction; sports video; video content fast browsing; Broadcasting; Computer science; Educational institutions; Event detection; Feature extraction; Games; Hidden Markov models; Motion detection; Multimedia communication; Robustness;
Conference_Titel :
Information, Communications and Signal Processing, 2003 and Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint Conference of the Fourth International Conference on
Print_ISBN :
0-7803-8185-8
DOI :
10.1109/ICICS.2003.1292597