Active Testing for Face Detection and Localization

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

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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.

Item Type:

Journal Article (Original Article)

Division/Institute:

10 Strategic Research Centers > ARTORG Center for Biomedical Engineering Research > ARTORG Center - Image Guided Therapy > ARTORG Center - Ophthalmic Technology Lab

UniBE Contributor:

Sznitman, Raphael

Subjects:

000 Computer science, knowledge & systems
000 Computer science, knowledge & systems > 050 Magazines, journals & serials

ISSN:

0162-8828

Publisher:

IEEE Computer Society

Language:

English

Submitter:

Raphael Sznitman

Date Deposited:

01 Sep 2014 14:55

Last Modified:

26 Jun 2016 01:53

PubMed ID:

20479494

BORIS DOI:

10.7892/boris.58068

URI:

https://boris.unibe.ch/id/eprint/58068

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