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周志华

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期刊论文

Effcient face candidates selector for face detection

周志华Jianxin Wu Zhi-Hua Zhou*

Pattern Recognition 36 (2003) 1175-1186,-0001,():

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摘要/描述

In this paper an e cient face candidates selector is proposed for face detection tasks in still gray level images. The proposed method acts as a selective attentional mechanism. Eye-analogue segments at a given scale are discovered by 5nding regions which are roughly as large as real eyes and are darker than their neighborhoods. Then a pair of eye-analogue segments are hypothesized to be eyes in a face and combined into a face candidate if their placement is consistent with the anthropological characteristic of human eyes. The proposed method is robust in that it can deal with illumination changes and moderate rotations. A subset of the FERET data set and the BioID face database are used to evaluate the proposed method. The proposed face candidates selector is successful in 98.75% and 98.6% cases, respectively.

版权说明:以下全部内容由周志华上传于   2005年08月02日 17时41分18秒,版权归本人所有。

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