Please use this identifier to cite or link to this item:
https://doi.org/10.1109/ICIP.2004.1421545
| DC Field | Value | |
|---|---|---|
| dc.title | News sports video shot classification with sports play field and motion features | |
| dc.contributor.author | Wang, D.-H. | |
| dc.contributor.author | Tian, Q. | |
| dc.contributor.author | Gao, S. | |
| dc.contributor.author | Sung, W.-K. | |
| dc.date.accessioned | 2013-07-04T08:27:20Z | |
| dc.date.available | 2013-07-04T08:27:20Z | |
| dc.date.issued | 2004 | |
| dc.identifier.citation | Wang, D.-H.,Tian, Q.,Gao, S.,Sung, W.-K. (2004). News sports video shot classification with sports play field and motion features. Proceedings - International Conference on Image Processing, ICIP 4 : 2247-2250. ScholarBank@NUS Repository. <a href="https://doi.org/10.1109/ICIP.2004.1421545" target="_blank">https://doi.org/10.1109/ICIP.2004.1421545</a> | |
| dc.identifier.isbn | 0780385543 | |
| dc.identifier.issn | 15224880 | |
| dc.identifier.uri | http://scholarbank.nus.edu.sg/handle/10635/41429 | |
| dc.description.abstract | In this paper a novel sports news video shot classification method has been proposed. First two features based on motion and color are constructed and extracted from video shots: play field color ratio for specific types of sports, background motion and consistency ratio, then they are combined to generate an 11-dimension shot feature to feed into a C4.5 decision tree for shot classification. Based on our video data sets - the sports news video from the CNN Headline News video used in the TRECVID 2003, 7 predefined video shot classes were defined: 4 types of sports field video (basketball, baseball, ice hockey and golf), and sports news lead-in/lead-out, text, and others. Sports news video segments from 15 half-hour CNN News video were used for the training and testing. A performance of average precision and recall 88%, 82% has been achieved, respectively. The proposed method can be further developed and used to search news video for individual sports news and sports highlights. ©2004 IEEE. | |
| dc.description.uri | http://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1109/ICIP.2004.1421545 | |
| dc.source | Scopus | |
| dc.type | Conference Paper | |
| dc.contributor.department | COMPUTER SCIENCE | |
| dc.description.doi | 10.1109/ICIP.2004.1421545 | |
| dc.description.sourcetitle | Proceedings - International Conference on Image Processing, ICIP | |
| dc.description.volume | 4 | |
| dc.description.page | 2247-2250 | |
| dc.identifier.isiut | NOT_IN_WOS | |
| Appears in Collections: | Staff Publications | |
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