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Face detection in colour images with complex background

机译:具有复杂背景的彩色图像中的人脸检测

摘要

A method ( 100 ) of locating human faces, if present, in a cluttered scene captured on a digital image ( 105 ) is disclosed. The method ( 100 ) relies on a two step process, the first being the detection of segments with a high probability of being human skin in the color image ( 105 ), and to then determine a bounday box, or other boundary indication, to border each of those segments. The second step ( 140 ) is the analysis of features within each of those boundary boxes to determine which of the segments are likely to be a human face. As human skin is not highly textured, in order to detect segments with a high probability of being human skin, a binary texture map ( 121 ) is formed from the image ( 105 ), and segments having high texture are discarded.
机译:公开了一种方法(100),该方法(100)在数字图像(105)上捕获的混乱场景中定位人脸(如果存在)。方法(100)依赖于两步过程,第一步是在彩色图像(105)中检测很有可能是人类皮肤的片段,然后确定边界框或其他边界指示每个细分市场。第二步骤(140)是对那些边界框中的每个边界框内的特征的分析,以确定哪些片段可能是人脸。由于人类皮肤的纹理不是很高,因此为了检测成为人类皮肤的可能性高的片段,从图像(105)形成二值纹理图(121),并且丢弃具有高纹理的片段。

著录项

  • 公开/公告号AU773879B2

    专利类型

  • 公开/公告日2004-06-10

    原文格式PDF

  • 申请/专利权人 CANON KABUSHIKI KAISHA;

    申请/专利号AU20020045740

  • 发明设计人 FABRICE LESTIDEAU;

    申请日2002-05-31

  • 分类号G06K9/62;

  • 国家 AU

  • 入库时间 2022-08-21 23:00:57

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