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Author:

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

Indexed by:

EI Scopus SCIE

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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

Reprint Author's Address:

  • 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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Source :

MULTIMEDIA TOOLS AND APPLICATIONS

ISSN: 1380-7501

Year: 2013

Issue: 2

Volume: 64

Page: 345-364

3 . 6 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 36

SCOPUS Cited Count: 48

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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