Facial Features' Localization using a Morphological Operation

K. Bozed, Ali Mansour, O. Adjei
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引用次数: 1

Abstract

Facial features’ localization is an important part of various applications such as face recognition, facial expression detection and human computer interaction. It plays an essential role in human face analysis especially in searching for facial features (mouth, nose and eyes) when the face region is included within the image. Most of these applications require the face and facial feature detection algorithms. In this paper, a new method is proposed to locate facial features. A morphological operation is used to locate the pupils of the eyes and estimate the mouth position according to them. The boundaries of the allocated features are computed as a result when the features are allocated. The results obtained from this work indicate that the algorithm has been very successful in recognising different types of facial expressions.
基于形态学操作的面部特征定位
人脸特征定位是人脸识别、面部表情检测和人机交互等诸多应用的重要组成部分。它在人脸分析中起着至关重要的作用,特别是当人脸区域包含在图像中时,在面部特征(嘴、鼻子和眼睛)的搜索中。这些应用大多需要人脸和面部特征检测算法。本文提出了一种新的人脸特征定位方法。形态学操作是用来定位瞳孔和估计嘴的位置,根据他们。分配特征时,计算所分配特征的边界。从这项工作中获得的结果表明,该算法在识别不同类型的面部表情方面非常成功。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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