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Audiovisual integration for tennis broadcast structuring (2003)
| Venue: | In International Workshop on (CBMI’03 |
| Citations: | 31 - 4 self |
BibTeX
@INPROCEEDINGS{Kijak03audiovisualintegration,
author = {E. Kijak and G. Gravier and L. Oisel and P. Gros},
title = {Audiovisual integration for tennis broadcast structuring},
booktitle = {In International Workshop on (CBMI’03},
year = {2003},
pages = {289--312}
}
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Abstract
This paper focuses on the integration of multimodal features for sport video structure analysis. The method relies on a statistical model which takes into account both the shot content and the interleaving of shots. This stochastic modelling is performed in the global framework of Hidden Markov Models (HMMs) that can be efficiently applied to merge audio and visual cues. Our approach is validated in the particular domain of tennis videos. The model integrates prior information about tennis content and editing rules. The basic temporal unit is the video shot. Visual features are used to characterize the type of shot view. Audio features describe the audio events within a video shot. As a result, typical tennis scenes are simultaneously segmented and identified. 1.
Keyphrases
audiovisual integration tennis broadcast structuring video shot typical tennis scene shot content multimodal feature global framework particular domain tennis content basic temporal unit statistical model stochastic modelling visual feature shot view hidden markov model audio event prior information tennis video editing rule sport video structure analysis visual cue
