Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/www2012/paper/468> ?p ?o. }
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- 468 creator dmitri-perelman.
- 468 creator edward-bortnikov.
- 468 creator roman-sandler.
- 468 creator ronny-lempel.
- 468 type InProceedings.
- 468 label "Lightweight Automatic Face Annotation in Media Pages".
- 468 sameAs 468.
- 468 abstract "Labeling human faces in images contained in Web media stories enables enriching the user experience offered by media sites. We propose a lightweight framework for automatic image annotation that exploits named entities mentioned in the article to significantly boost the accuracy of face recognition. While previous works in the area labor to train comprehensive offline visual models for a pre-defined universe of candidates, our approach models the people mentioned in a given story on the fly, using a standard Web image search engine as an image sampling mechanism. We overcome multiple sources of noise introduced by this ad-hoc process, to build a fast and robust end-to-end system from off-the-shelf error-prone text analysis and machine vision components. In experiments conducted on approximately 900 faces depicted in 500 stories from a major celebrity news website, we were able to correctly label $81.5\%$ of the faces while mislabeling $14.8\%$ of them.".
- 468 hasAuthorList authorList.
- 468 isPartOf proceedings.
- 468 keyword "Entity ranking".
- 468 keyword "Face detection".
- 468 keyword "Face recognition".
- 468 keyword "Image search".
- 468 keyword "Media page annotation".
- 468 title "Lightweight Automatic Face Annotation in Media Pages".