Highlights modeling and detection in sports videos

Pattern Analysis and Applications

Volumn 7, Issue 4, 2005, Pages 411-421

  Bertini, M ^a   Del Bimbo, A ^a   Nunziati, W ^a  

^a UNIVERSITY OF FLORENCE   (Italy)

Author keywords

Highlights detection; Semantic annotation; Sports videos; Visual cues

Indexed keywords

EID: 23944475113     PISSN: 14337541     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10044-004-0234-1     Document Type: Article

References (22)

1. Assfalg J, Bertini M, Del Bimbo A, Nunziati W, Pala P (2002) Soccer highlights detection and recognition using HMMs. In: Proceedings of the IEEE international conference on multimedia and expo (ICME 2002), Lausanne, Switzerland, August 2002
2. Baldi G, Colombo C, Del Bimbo A (1999) A compact and retrieval-oriented video representation using mosaics. In: Proceedings of the 3rd international conference on visual information systems (VISUAL'99), Amsterdam, The Netherlands, June 1999, pp 171-178
3. Bengio Y (1998) Markovian models for sequential data. Neural Comp Surv 2:129-162
4. Bertini M, Del Bimbo A, Pala P (2001) Content-based indexing and retrieval of TV news. Pattern Recogn Lett 22(5):503-516
5. Brand M, Oliver N, Pentland A (1997) Coupled hidden Markov models for complex action recognition. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR'97), San Juan, Puerto Rico, June 1997
6. Hampapur A (1999) Semantic video indexing: approach and issues. SIGMOD Record 28(1):32-39
7. Hartley R, Zisserman A (2000) Multiple view geometry in computer vision. Cambridge University Press, Cambridge
8. Ekin A, Murat Tekalp A, Mehrotra R (2003) Automatic soccer video analysis and summarization. IEEE Trans Image Process 12(7):796-807
9. Intille SS, Bobick AF (2001) Recognizing planned, multi-person action. Comput Vis Image Und 81(3):414-445
10. Jordan MI (1999) Learning in graphical models. MIT Press, Cambridge, Massachusetts
11. Kittler JV, Messer K, Christmas W, Levienaise-Obadia B, Koubaroulis D (2001) Generation of semantic cues for sports video annotation. In: Proceedings of the IEEE international conference on image processing (ICIP 2001), Thessaloniki, Greece, October 2001, vol 3, pp 26-29
12. Leonardi R, Migliorati P (2002) Semantic indexing of multimedia documents. IEEE Multimedia 9(2):44-51
13. Mottaleb M, Ravitz G (2003) Detection of plays and breaks in football games using audiovisual features and HMM. In: Proceedings of the 9th international conference on distributed multimedia systems (DMS 2003), Miami, Florida, September 2003, pp 154-160
14. Pavlovic V, Sharma R, Huang T (1997) Visual interpretation of hand gestures for human-computer interaction: a review. IEEE Trans Pattern Anal Mach Intell 19(7):677-695
15. Rabiner LR (1989) A tutorial on HMM and selected applications in speech recognition. Proc IEEE 77(2):257-286
16. Russell S, Norvig P (1995) Artificial intelligence: a modern approach. Prentice Hall, Englewood Cliffs, New Jersey
17. Sudhir G, Lee JCM, Jain AK (1998) Automatic classification of tennis video for high-level content-based retrieval. In: Proceedings of the international workshop on content-based access of image and video databases (CAIVD'98), Bombay, India, January 1998, pp 81-90
18. Tovinkere V, Qian RJ (2001) Detecting semantic events in soccer games: towards a complete solution. In: Proceedings of the international conference on multimedia and expo (ICME 2001), Tokyo, Japan, August 2001, pp 1040-1043
19. Xie L, Xu P, Chang S-F, Divakaran A, Sun H (2002) Structure analysis of soccer video with domain knowledge and hidden Markov models. In: Proceedings of the IEEE international conference on acoustics, speech, and signal processing (ICASSP 2002), Orlando, Florida, May 2002, pp 4096-4099
20. Xiong Z, Radhakrishnan R, Divakaran A, Huang TS (2003) Audio events detection based highlights extraction from base-ball, golf and soccer games in a unified framework. In: Proceedings of the IEEE international conference on multimedia and expo (ICME 2003), Baltimore, Maryland, July 2003, pp 401-404
21. Yu X, Xu C, Leong HW, Tian Q, Tang Q, Wan KW (2003) Trajectory-based ball detection and tracking with applications to semantic analysis of broadcast soccer video. In: Proceedings of the 11th ACM international conference on multimedia (MM 2003), Berkeley, California, November 2003
22. Zhou W, Vellaikal A, Kuo CCJ (2000) Rule-based video classification system for basketball video indexing. In: Proceedings of the 8th ACM international conference on multimedia (MM 2000), Los Angeles, California, October/November 2000 pp 213-216