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Journal article

Harvesting image databases from the Web.

Abstract:

The objective of this work is to automatically generate a large number of images for a specified object class. A multimodal approach employing both text, metadata, and visual features is used to gather many high-quality images from the Web. Candidate images are obtained by a text-based Web search querying on the object identifier (e.g., the word penguin). The Webpages and the images they contain are downloaded. The task is then to remove irrelevant images and rerank the remainder. First, the ...

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Publication status:
Published

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Publisher copy:
10.1109/tpami.2010.133

Authors


Schroff, F More by this author
Criminisi, A More by this author
Zisserman, A More by this author
Journal:
IEEE transactions on pattern analysis and machine intelligence
Volume:
33
Issue:
4
Pages:
754-766
Publication date:
2011-04-05
DOI:
EISSN:
1939-3539
ISSN:
0162-8828
URN:
uuid:b6dba853-708d-43c6-8aba-65b3426edad7
Source identifiers:
124516
Local pid:
pubs:124516

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