首页 | 本学科首页   官方微博 | 高级检索  
     检索      

三维人脸建模中面部特征轮廓线的提取
引用本文:高鹏东,彭翔,田劲东,刘则毅.三维人脸建模中面部特征轮廓线的提取[J].系统仿真学报,2006,18(8):2105-2108,2113.
作者姓名:高鹏东  彭翔  田劲东  刘则毅
作者单位:1. 天津大学精密测试技术及仪器国家重点实验室,天津,300072;深圳大学光电子学研究所,教育部光电子器件与系统重点实验室,广东,深圳,518060
2. 深圳大学光电子学研究所,教育部光电子器件与系统重点实验室,广东,深圳,518060
3. 深圳大学理学院数学系,广东,深圳,518060
基金项目:国家自然科学基金;广东省自然科学基金;广东省高校自然科研重点项目;广东省深圳市科技计划
摘    要:提出一种基于彩色Snake模型和人脸先验知识的面部特征轮廓线提取算法,并将其用于真实意的三维人脸建模。根据肤色和灰度信息,在图像分割的基础上,利用种子填充技术获得面部各非肤色特征的轮廓初值;然后采用一种改进的彩色Snake模型对轮廓初值进行精确定位;接着,根据人脸的先验知识,利用含有方向信息的形态学边缘检测算子通过一次逐点考察完成下颚轮廓线的提取。实验结果表明该算法在轮廓线的搜索效率和定位精度上都有良好表现,在真实感的三维人脸建模以及面部识别等领域具有广泛的应用。

关 键 词:彩色Snake模型  轮廓线提取  图像分割  形态学边缘检测算子
文章编号:1004-731X(2006)08-2105-04
收稿时间:2005-10-25
修稿时间:2005-10-252006-03-10

Facial Feature Contour Extraction for 3D Head Modeling
GAO Peng-dong,PENG Xiang,TIAN Jin-dong,LIU Ze-yi.Facial Feature Contour Extraction for 3D Head Modeling[J].Journal of System Simulation,2006,18(8):2105-2108,2113.
Authors:GAO Peng-dong  PENG Xiang  TIAN Jin-dong  LIU Ze-yi
Institution:1 .state Key Lab of Precision Measurement Technology and Instrumentation, Tianjin University, Tianjin 300072, China; 2.Key Lab of Optoelectronic Devices and Systems of Chinese Education Ministry, Shenzhen University, Shenzhen 518060, China; 3.Department of Mathematics of Science College, Shenzhen University, Shenzhen 518060, China
Abstract:A new approach of facial feature contour extraction for realistic 3D facial modeling is proposed, based on the color Snake model and some prior facial knowledge. On the basis of image segmentation by complexion and gray information, some rough facial feature contours can be outlined by seed-filling the non-complexional regions. Then a modified color Snake model was used to fine-draw the rough contours. Finally, based on some prior facial knowledge and directional morphological edge detector, the chin can be traced by checking the point once in turn. Experiment results indicate our approach has good performance in both speed and accuracy. Therefore it has a wide range of applications in both realistic 3D facial modeling and face recognition system.
Keywords:color Snake model  contour extraction  image segmentation  morphological edge detector
本文献已被 CNKI 维普 万方数据 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号