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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1003.5249.pdf - Accepted Version Available under License Publisher holds Copyright. Download (1MB) | Preview |
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) |
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Division/Institute: |
10 Strategic Research Centers > ARTORG Center for Biomedical Engineering Research > ARTORG Center - AI in Medical Imaging Laboratory |
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: |
05 Dec 2022 14:36 |
PubMed ID: |
20479494 |
BORIS DOI: |
10.7892/boris.58068 |
URI: |
https://boris.unibe.ch/id/eprint/58068 |
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