SIA OpenIR  > 机器人学研究室
Alternative TitleModified 3D Face Recognition Algorithm Based on Contour Curve Features
李晓娟; 杨唐文; 阮秋琦; 韩建达
Source Publication铁道学报
Indexed ByEI ; CSCD
EI Accession number20120514727596
Contribution Rank2
Funding Organization国家自然科学基金(60973060,61172128); 机器人学国家重点实验室基金(RLO200801); 轨道交通控制与安全国家重点实验室基金(RCS2010K02); 中央高校基本科研业务费专项资金(2011JBM019)
Keyword三维人脸识别 面部轮廓特征 模糊聚类 改进的manhattan距离
Other AbstractThe 3D face recognition method is studied on the basis of facial contour features.To obtain the most important features from the face curves,the algorithm of optimization is proposed by use of the fuzzy cluster method.Eight most representative contour curves are chosen from 3D face depth images to identify the face characteristics,which serves to reduce the complexity of computation,overcome the adverse effects of face expressions and ambient illumination on face recognition and contain all required face recognition information with help of the minimum number of contour lines.The modified Manhattan-distance classifier is used to accomplish face recognition with those chosen curves to improve the classification accuracy.Experimental results show that the proposed methods and algorithms raize the face recognition rate obviously and are of strong robustness. 
Citation statistics
Cited Times:3[CSCD]   [CSCD Record]
Document Type期刊论文
Recommended Citation
GB/T 7714
李晓娟,杨唐文,阮秋琦,等. 基于轮廓线特征的三维人脸识别改进算法[J]. 铁道学报,2012,34(1):34-38.
APA 李晓娟,杨唐文,阮秋琦,&韩建达.(2012).基于轮廓线特征的三维人脸识别改进算法.铁道学报,34(1),34-38.
MLA 李晓娟,et al."基于轮廓线特征的三维人脸识别改进算法".铁道学报 34.1(2012):34-38.
Files in This Item: Download All
File Name/Size DocType Version Access License
基于轮廓线特征的三维人脸识别改进算法.p(737KB) 开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[李晓娟]'s Articles
[杨唐文]'s Articles
[阮秋琦]'s Articles
Baidu academic
Similar articles in Baidu academic
[李晓娟]'s Articles
[杨唐文]'s Articles
[阮秋琦]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[李晓娟]'s Articles
[杨唐文]'s Articles
[阮秋琦]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: 基于轮廓线特征的三维人脸识别改进算法.pdf
Format: Adobe PDF
All comments (0)
No comment.

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.