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作者:

Hu, Yongli (Hu, Yongli.) (学者:胡永利) | Duan, Fuqing (Duan, Fuqing.) | Yin, Baocai (Yin, Baocai.) (学者:尹宝才) | Zhou, Mingquan (Zhou, Mingquan.) | Sun, Yanfeng (Sun, Yanfeng.) (学者:孙艳丰) | Wu, Zhongke (Wu, Zhongke.) | Geng, Guohua (Geng, Guohua.)

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EI Scopus SCIE

摘要:

3D face reconstruction from skull has been investigated deeply by computer scientists in the past two decades because it is important for identification. The dominant methods construct 3D face from the soft tissue thickness measured at a set of landmarks on skull. The quantity and position of the landmarks are very vital for 3D face reconstruction, but there is no uniform standard for the selection of the landmarks. Additionally, the acquirement of the landmarks on skull is difficult without manual assistance. In this paper, an automatic 3D face reconstruction method based on a hierarchical dense deformable model is proposed. To construct the model, the skull and face samples are acquired by CT scanner and represented as dense triangle mesh. Then a non-rigid dense mesh registration algorithm is presented to align all the samples in point-to-point correspondence. Based on the aligned samples, a global deformable model is constructed, and three local models are constructed from the segmented patches of the eye, nose and mouth. For a given skull, the globe and local deformable models are iteratively matched with it, and the reconstructed facial surface is obtained by fusing the globe and local reconstruction results. To validate the presented method, a measurement in the coefficient domain of a face deformable model is defined. The experimental results indicate that the proposed method has good performance for 3D face reconstruction from skull.

关键词:

3D face reconstruction Dense mesh registration Hierarchical deformable model Thin plate spline

作者机构:

  • [ 1 ] [Hu, Yongli]Beijing Univ Technol, Beijing Key Lab Multimedia & Intelligent Software, Coll Comp Sci & Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Yin, Baocai]Beijing Univ Technol, Beijing Key Lab Multimedia & Intelligent Software, Coll Comp Sci & Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Sun, Yanfeng]Beijing Univ Technol, Beijing Key Lab Multimedia & Intelligent Software, Coll Comp Sci & Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Duan, Fuqing]Beijing Normal Univ, Coll Informat Sci & Technol, Beijing 100875, Peoples R China
  • [ 5 ] [Zhou, Mingquan]Beijing Normal Univ, Coll Informat Sci & Technol, Beijing 100875, Peoples R China
  • [ 6 ] [Wu, Zhongke]Beijing Normal Univ, Coll Informat Sci & Technol, Beijing 100875, Peoples R China
  • [ 7 ] [Geng, Guohua]NW Univ Xian, Dept Comp Sci, Xian 710069, Peoples R China

通讯作者信息:

  • 孙艳丰

    [Sun, Yanfeng]Beijing Univ Technol, Beijing Key Lab Multimedia & Intelligent Software, Coll Comp Sci & Technol, Beijing 100124, Peoples R China

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来源 :

MULTIMEDIA TOOLS AND APPLICATIONS

ISSN: 1380-7501

年份: 2013

期: 2

卷: 64

页码: 345-364

3 . 6 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:136

JCR分区:2

中科院分区:3

被引次数:

WoS核心集被引频次: 31

SCOPUS被引频次: 45

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

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