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Journal article

On-the-fly specific person retrieval

Abstract:

We describe a method of visual search for finding people in large video datasets. The novelty is that the person of interest can be specified at run time by a text query, and a discriminative classifier for that person is then learnt on-the-fly using images downloaded from Google Image search. The performance of the method is evaluated on a ground truth dataset of episodes of Scrubs, and results are also shown for retrieval on the TRECVid 2011 IACC.1.B dataset of over 8k videos. The entire pr...

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Publisher copy:
10.1109/WIAMIS.2012.6226775

Authors


Journal:
International Workshop on Image Analysis for Multimedia Interactive Services
Publication date:
2012-01-01
DOI:
EISSN:
2158-5881
ISSN:
2158-5873
URN:
uuid:8a1655de-7ed3-40dc-802e-a43fb362b673
Source identifiers:
350152
Local pid:
pubs:350152
Language:
English

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