Temporal aggregation of video shots in TV sports news for detection and categorization of player scenes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 8083 LNAI, Issue , 2013, Pages 487-497

  Choroś, Kazimierz ^a  

^a WROCLAW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

AVI indexer; Content based video indexing; Digital video segmentation; Player scenes; Scene detection; Temporal aggregation; TV sports news

Indexed keywords

AVI INDEXER; DIGITAL VIDEOS; PLAYER SCENES; SCENE DETECTION; TEMPORAL AGGREGATION; TV SPORTS; VIDEO INDEXING;

AUTOMATION; INTERNET; MULTIMEDIA SYSTEMS; SPORTS; VIDEO SIGNAL PROCESSING;

INDEXING (OF INFORMATION);

EID: 84892948198     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-40495-5_49     Document Type: Conference Paper

References (24)

1. Film Terms Glossary, http://www.filmsite.org/filmterms.html (accessed November 15, 2012)
2. Zhang, Y.J., Lu, H.B.: A hierarchical organization scheme for video data. Pattern Recognition 35, 2381-2387 (2002)
3. Choroś, K., Gonet, M.: Effectiveness of video segmentation techniques for different categories of videos. In: New Trends in Multimedia and Network Information Systems, pp. 34-45. IOS Press, Amsterdam (2008)
4. Choroś, K.: Reduction of faulty detected shot cuts and cross dissolve effects in video segmentation process of different categories of digital videos. In: Nguyen, N.T. (ed.) Transactions on CCI V. LNCS, vol. 6910, pp. 124-139. Springer, Heidelberg (2011)
5. Lin, T., Zhang, H.-J.: Automatic video scene extraction by shot grouping. In: Proc. of the 15th International Conference on Pattern Recognition, vol. 4, pp. 39-42 (2000)
6. Jun Ye, J., Li, J.-L., Mak, C.M.: Video scenes clustering based on representative shots. World Journal of Modelling and Simulation 1(2), 111-116 (2005)
7. Rasheed, Z., Shah, M.: Detection and representation of scenes in videos. IEEE Trans. on Multimedia 7(6), 1097-1105 (2005)
8. Mohanta, P.P., Saha, S.K.: Semantic grouping of shots in a video using modified k-means clustering. In: Proc. of the 7th International Conference on Advances in Pattern Recognition, pp. 125-128 (2009)
9. Chasanis, V.T., Likas, A.C., Galatsanos, N.P.: Scene detection in videos using shot clustering and sequence alignment. IEEE Trans. on Multimedia 11(1), 89-100 (2009)
10. Liu, Y., Wu, F.: Multi-modality video shot clustering with tensor representation. Multimedia Tools and Applications 41(1), 93-109 (2009)
11. Zhe, W., Zhan-Ming, L., Yan-Fang, Q., Li-Dong, Z.: A novel rough sets based video shot clustering algorithm. Information Technology J. 10(5), 1056-1060 (2011)
12. Ballan, L., Bertini, M., Del Bimbo, A., Seidenari, L., Serra, G.: Event detection and recognition for semantic annotation of video. Multimedia Tools and Applications 51, 279-302 (2011)
13. Ling-Yu, D., Min, X., Qi, T., Chang-Sheng, X., Jin, J.S.: A unified framework for semantic shot classification in sports video. IEEE Trans. on Multimedia 7(6), 1066-1083 (2005)
14. Bertini, M., Del Bimbo, A., Nunziati, W.: Automatic annotation of sport video content. In: Sanfeliu, A., Cortés, M.L. (eds.) CIARP 2005. LNCS, vol. 3773, pp. 1066-1078. Springer, Heidelberg (2005)
15. Lien, C.-C., Chiang, C.-L., Lee, C.-H.: Scene-based event detection for baseball videos. J. of Visual Communication and Image Representation 18(1), 1-14 (2007)
16. Chena, L.-H., Laib, Y.-C., Liaoc, H.-Y.M.: Movie scene segmentation using background information. Pattern Recognition, 1056-1065 (2008)
17. Huang, Y., Choiu, C., Sandnes, F.E.: An intelligent strategy for the automatic detection of highlights in tennis video recordings. Expert Systems with Applications 36(6), 9907-9918 (2009)
18. Lin, C., Su, C.-H.: Using color strings comparison for video frames retrieval. In: Proc. of the International Conference on Information and Multimedia Technology, pp. 211-215 (2009)
19. Tapu, R., Zaharia, T.: High level video temporal segmentation. In: Bebis, G., et al. (eds.) ISVC 2011, Part I. LNCS, vol. 6938, pp. 224-235. Springer, Heidelberg (2011)
20. Choroś, K., Pawlaczyk, P.: Content-based scene detection and analysis method for automatic classification of TV sports news. In: Szczuka, M., Kryszkiewicz, M., Ramanna, S., Jensen, R., Hu, Q. (eds.) RSCTC 2010. LNCS (LNAI), vol. 6086, pp. 120-129. Springer, Heidelberg (2010)
21. Choroś, K.: Detection of tennis court lines for sport video categorization. In: Nguyen, N.-T., Hoang, K., Je?drzejowicz, P. (eds.) ICCCI 2012, Part II. LNCS (LNAI), vol. 7654, pp. 304-314. Springer, Heidelberg (2012)
22. Chi-Kao, C., Min-Yuan, F., Chung-Ming, K., Nai-Chung, Y.: Event detection for broadcast tennis videos based on trajectory analysis. In: Proc. of the 2nd International Conference on Communications and Networks (CECNet), pp. 1800-1803 (2012)
23. Choroś, K.: Video structure analysis for content-based indexing and categorisation of TV sports news. Int. J. on Intelligent Information and Database Systems 6(5), 451-465 (2012)
24. Choroś, K.: Video structure analysis and content-based indexing in the Automatic Video Indexer AVI. In: Nguyen, N.T., Zgrzywa, A., Czyżewski, A. (eds.) Advances in Multimedia and Network Information System Technologies. AISC, vol. 80, pp. 79-90. Springer, Heidelberg (2010)