Active Testing for Face Detection and Localization

作者:Sznitman Raphael*; Jedynak Bruno
来源:IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 32(10): 1914-1920.
DOI:10.1109/TPAMI.2010.106

摘要

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.

  • 出版日期2010-10