Active Testing for Face Detection and Localization

DOI
PubMed ID
20479494
Abstract
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.
Date Issued
2010-10
Publication Type
Article
Subject(s)
Language(s)
en
Author(s)
Jedynak, Bruno
Additional Credits
Journal
IEEE transactions on pattern analysis and machine intelligence
Publisher
IEEE Computer Society
ISSN
0162-8828
Access(Rights)
open.access
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