Video Retrieval using speech and image information
Identifieur interne : 001764 ( Main/Exploration ); précédent : 001763; suivant : 001765Video Retrieval using speech and image information
Auteurs : Alexander G. Hauptmann [États-Unis] ; RONG JIN [États-Unis] ; Tobun D. Ng [États-Unis]Source :
- SPIE proceedings series [ 1017-2653 ] ; 2003.
Descripteurs français
- Pascal (Inist)
- Wicri :
- topic : Multimédia.
English descriptors
- KwdEn :
Abstract
Video contains multiple types of audio and visual information, which are difficult to extract, combine or trade-off in general video information retrieval. This paper provides an evaluation on the effects of different types of information used for video retrieval from a video collection. A number of different sources of information are present in most typical broadcast video collections and can be exploited for information retrieval. We will discuss the contributions of automatically recognized speech transcripts, image similarity matching, face detection and video OCR (Optical Character Recognition) in the contexts of experiments performed as part of 2001 TREC (Text REtrieval Conference) Video Retrieval Track evaluation performed by the National Institute of Standards and Technology. For the queries used in this evaluation, image matching and video OCR proved to be the deciding aspects of video information retrieval.
Affiliations:
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Le document en format XML
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<front><div type="abstract" xml:lang="en">Video contains multiple types of audio and visual information, which are difficult to extract, combine or trade-off in general video information retrieval. This paper provides an evaluation on the effects of different types of information used for video retrieval from a video collection. A number of different sources of information are present in most typical broadcast video collections and can be exploited for information retrieval. We will discuss the contributions of automatically recognized speech transcripts, image similarity matching, face detection and video OCR (Optical Character Recognition) in the contexts of experiments performed as part of 2001 TREC (Text REtrieval Conference) Video Retrieval Track evaluation performed by the National Institute of Standards and Technology. For the queries used in this evaluation, image matching and video OCR proved to be the deciding aspects of video information retrieval.</div>
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