3D face reconstruction from a single non-frontal face image

Naoki Nozawa, Daiki Kuwahara, Shigeo Morishima

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

A reconstruction of a human face shape from a single image is an important theme for criminal investigation such as recognition of suspected people from surveillance cameras with only a few frames. It is, however, still difficult to recover a face shape from a non-frontal face image. Method using shading cues on a face depends on the lighting circumstance and cannot be adapted to images in which shadows occurs, for example [Kemelmacher et al. 2011]. On the other hand, [Blanz et al. 2004] reconstructed a shape by 3D Morphable Model (3DMM) only with facial feature points. This method, however, requires the pose-wise correspondences of vertices in the model to feature points of input image because a face contour cannot be seen when the facial direction is not the front. In this paper, we propose a method which can reconstruct a facial shape from a non-frontal face image only with a single general correspondence table. Our method searches for the correspondences of points on a facial contour in the iterative reconstruction process, and makes the reconstruction simple and stable.

本文言語English
ホスト出版物のタイトルACM SIGGRAPH 2015 Posters, SIGGRAPH 2015
出版社Association for Computing Machinery, Inc
ISBN(電子版)9781450336321
DOI
出版ステータスPublished - 2015 7 31
イベントInternational Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 2015 - Los Angeles, United States
継続期間: 2015 8 92015 8 13

出版物シリーズ

名前ACM SIGGRAPH 2015 Posters, SIGGRAPH 2015

Other

OtherInternational Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 2015
国/地域United States
CityLos Angeles
Period15/8/915/8/13

ASJC Scopus subject areas

  • コンピュータ グラフィックスおよびコンピュータ支援設計
  • コンピュータ ビジョンおよびパターン認識
  • 人間とコンピュータの相互作用

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