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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Rea, N. Dahyot, R. Kokaram, A. |
| Copyright Year | 2005 |
| Description | Author affiliation: Dept. of Electron. & Electr. Eng., Trinity Coll., Dublin, Ireland (Rea, N.; Dahyot, R.; Kokaram, A.) |
| Abstract | This paper investigates the semantic analysis of broadcast tennis footage. We consider the spatio-temporal behaviour of an object in the footage as being the embodiment of a semantic event. This object is tracked using a colour based particle filter. The video syntax and audio features are used to help delineate the temporal boundaries of these events. For broadcast tennis footage, the system firstly parses the video sequence based on the geometry of the content in view and classifies the clip as a particular view type. The temporal behaviour of the serving player is modelled using a HMM. As a result, each model is representative of a particular semantic episode. Events are then summarised using a number of synthesised keyframes. |
| File Size | 290022 |
| File Format | |
| ISBN | 0780391349 |
| DOI | 10.1109/ICIP.2005.1530614 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2005-09-14 |
| Publisher Place | Italy |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Videos Hidden Markov models TV broadcasting Multimedia communication Streaming media Histograms Particle tracking Particle filters Content based retrieval Educational institutions |
| Content Type | Text |
| Resource Type | Article |
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