Active Testing for Face Detection and Localization

Details Active Testing for Face Detection and Localization Active Testing for Face Detection and Localization

2010-03-27

arxiv.org/abs/1003.5249v1

Computer Science

Computer Vision and Pattern Recognition

16 pages, 5 figures, accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2010

Scientific paper

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.

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