期刊名称:International Journal of Computer Science Issues
印刷版ISSN:1694-0784
电子版ISSN:1694-0814
出版年度:2019
卷号:16
期号:6
页码:27-32
DOI:10.5281/zenodo.3987086
出版社:IJCSI Press
摘要:The goal of this paper is to classify the component of texture feature of the face. The face image is a type of texture that can be represented using texture descriptors. This concept is used in changes of pose and different illuminations are used to detect components of face using Viola-Jones algorithm. A local region is represented by its center pixel, and center pixels represent the image in gray level then the gray level image is converted into binary code. In K- nearest neighbor classification the output belongs to the class. An object is classified by a majority vote of its neighbors, and the object is assigned to the most common among its k nearest neighbors.
关键词:Face Components; Texture Features Classification.