Active testing for face detection and localization.
Where this comes from
- Record sourced from PubMed, PMID 20479494.
- Also identified by DOI 10.1109/TPAMI.2010.106.
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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.
Medical subject headings
- Artificial Intelligence
- Face
- Image Processing, Computer-Assisted
- Pattern Recognition, Automated