DocumentCode
3583791
Title
Soccer highlights detection and recognition using HMMs
Author
Assfalg, J. ; Bertini, M. ; Del Bimbo, A. ; Nunziati, W. ; Pala, P.
Author_Institution
Dipt. di Sistemi e Informatica, Univ. of Florence, Firenze, Italy
Volume
1
fYear
2002
fDate
6/24/1905 12:00:00 AM
Firstpage
825
Abstract
In this paper we report on our experience in the detection and recognition of soccer highlights in videos using hidden Markov models. A first approach relies on camera motion only, whereas a second one also includes information regarding the location of players on the playing field. While the former approach requires less information, the latter has proven to be more precise. Our experimental evaluation yields interesting results.
Keywords
content-based retrieval; feature extraction; hidden Markov models; sport; video databases; HMM; camera motion; hidden Markov models; highlights recognition; player location; soccer highlights detection; videos; Cameras; Content based retrieval; Europe; Hidden Markov models; Indexing; Multimedia communication; Production; Solids; TV broadcasting; Videos;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo, 2002. ICME '02. Proceedings. 2002 IEEE International Conference on
Print_ISBN
0-7803-7304-9
Type
conf
DOI
10.1109/ICME.2002.1035909
Filename
1035909
Link To Document