Novel method of face detection in color images based on skin-color segmentation of combining canny operator

Computer Engineering and Applications ›› 2007, Vol. 43 ›› Issue (22): 220-222.

• 工程与应用 • Previous Articles Next Articles

Novel method of face detection in color images based on skin-color segmentation of combining canny operator

GU Jia-ling，PENG Hong-jing

College of Information Science and Engineering，Nanjing University of Technology，Nanjing 210009，China

Received:1900-01-01 Revised:1900-01-01 Online:2007-08-01 Published:2007-08-01
Contact: GU Jia-ling

基于Canny算子的肤色分割在彩图中的人脸检测

顾佳玲，彭宏京

南京工业大学信息科学与工程学院，南京 210009

通讯作者: 顾佳玲

Abstract

Abstract: This thesis suggestsutilizing Canny operator distill the edge of the image.We utilize the edge information to divide the connective area naturally，while we use the method of color interpolation instead of tradition pyramid approach to match template automatically.The experimental results testify this method is effective in the images which contain complicated background，for example，interferential skin and the part of faces which covered.

Key words: face detection, skin-color segmentation, Canny operator, template matching

摘要： 结合Canny算子提取图像的边界，利用边界信息可以实现大块连通区域的自然分割，同时使用颜色插补的方法来代替传统的金字塔采样，让模板自动匹配经上述分割后的各个待测区域。实验结果证实该方法对于包含部分遮挡、肤色干扰等较复杂环境下的图片的检测率有很大提高。

关键词: 人脸检测, 肤色分割, Canny算子, 模板匹配

GU Jia-ling，PENG Hong-jing. Novel method of face detection in color images based on skin-color segmentation of combining canny operator[J]. Computer Engineering and Applications, 2007, 43(22): 220-222.

顾佳玲，彭宏京. 基于Canny算子的肤色分割在彩图中的人脸检测[J]. 计算机工程与应用, 2007, 43(22): 220-222.

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Novel method of face detection in color images based on skin-color segmentation of combining canny operator

基于Canny算子的肤色分割在彩图中的人脸检测

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