Active Testing for Face Detection and Localization
| Data(s) |
01/10/2010
|
|---|---|
| Resumo |
We provide a novel search technique which uses a hierarchical model and a mutual information gain heuristic to efficiently prune the search space when localizing faces in images. We show exponential gains in computation over traditional sliding window approaches, while keeping similar performance levels. |
| Formato |
application/pdf |
| Identificador |
http://boris.unibe.ch/58068/1/1003.5249.pdf Sznitman, Raphael; Jedynak, Bruno (2010). Active Testing for Face Detection and Localization. IEEE transactions on pattern analysis and machine intelligence, 32(10), pp. 1914-1920. IEEE Computer Society doi:10.7892/boris.58068 info:pmid:20479494 urn:issn:0162-8828 |
| Idioma(s) |
eng |
| Publicador |
IEEE Computer Society |
| Relação |
http://boris.unibe.ch/58068/ |
| Direitos |
info:eu-repo/semantics/openAccess |
| Fonte |
Sznitman, Raphael; Jedynak, Bruno (2010). Active Testing for Face Detection and Localization. IEEE transactions on pattern analysis and machine intelligence, 32(10), pp. 1914-1920. IEEE Computer Society |
| Palavras-Chave | #000 Computer science, knowledge & systems #050 Magazines, journals & serials |
| Tipo |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion PeerReviewed |
