Out-of-Scene AV Data Detection
| Type of publication: | Conference paper |
| Citation: | Korchagin_AC_2009 |
| Booktitle: | Proceedings IADIS International Conference Applied Computing |
| Volume: | 2 |
| Year: | 2009 |
| Month: | 11 |
| Location: | Rome, Italy |
| Address: | P.O. Box 592, CH-1920 Martigny, Switzerland |
| ISBN: | 978-972-8924-97-3 |
| Crossref: | Korchagin_Idiap-RR-31-2009: |
| Abstract: | In this paper, we propose a new approach for the automatic audio-based out-of-scene detection of audio-visual data, recorded by different cameras, camcorders or mobile phones during social events. All recorded data is clustered to out-of-scene and in-scene datasets based on confidence estimation of cepstral pattern matching with a common master track of the event, recorded by a reference camera. The core of the algorithm is based on perceptual time-frequency analysis and confidence measure based on distance distribution variance. The results show correct clustering in 100% of cases for a real life dataset and surpass the performance of cross correlation while keeping lower system requirements. |
| Keywords: | confidence estimation, pattern matching, time-frequency analysis |
| Projects: |
Idiap TA2 |
| Authors: | |
| Added by: | [UNK] |
| Total mark: | 0 |
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