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基于特征绑定的ASM人脸检测研究

The Research of Feature Binding Face Detection Based on the ASM Features

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【作者】 马晶金晶苏金善

【Author】 MA Jing;JIN Jing;SU Jinshan;College of Electronics and Information Engineering, Yili Normal University;Nanjing Tech University;

【通讯作者】 苏金善;

【机构】 伊犁师范学院电子与信息工程学院南京工业大学

【摘要】 近年来,人脸检测识别方法得到飞速发展,基于ASM特征的识别方法因具有定位精度高而得到广泛应用。然而,当相邻两个特征点位于不同器官时,使用该方法时特征点间会产生连带效应。本文提出基于特征绑定的ASM人脸检测算法,克服了传统ASM方法存在的连带效应。由于使用该方法不需要直接检测完整的人脸,因此其对人脸偏转、部分人脸遮挡、用户佩戴眼镜等情况有较高的准确性和鲁棒性。

【Abstract】 In recent years, face detection and recognition methods have been developed rapidly. Recognition methods based on ASM features are widely used because of their high positioning accuracy. However, when two adjacent feature points are located in different organs, there will be joint effect between feature points when using this method.This paper proposed an ASM face detection algorithm based on feature binding, which overcame the joint effect of traditional ASM. Because this method does not need to detect the whole face directly, it has high accuracy and robustness for face deflection, partial face occlusion, users wearing glasses and so on.

【关键词】 特征绑定人脸检测ASM
【Key words】 feature bindingface detectionASM
【基金】 新疆自然科学联合基金资助项目“脸部遮挡环境下的全信息三维多层级特征身份识别研究”(2016D01C382)
  • 【文献出处】 河南科技 ,Henan Science and Technology , 编辑部邮箱 ,2020年07期
  • 【分类号】TP391.41
  • 【被引频次】1
  • 【下载频次】64
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