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  • 标题:3D Face Reconstruction and Gaze Estimation from Multi-view Video using Symmetry Prior
  • 本地全文:下载
  • 作者:Qun Shi ; Shohei Nobuhara ; Takashi Matsuyama
  • 期刊名称:Information and Media Technologies
  • 电子版ISSN:1881-0896
  • 出版年度:2012
  • 卷号:7
  • 期号:4
  • 页码:1544-1555
  • DOI:10.11185/imt.7.1544
  • 出版社:Information and Media Technologies Editorial Board
  • 摘要:In this paper we propose a novel method that performs 3D face reconstruction, and non-constrained and non-contact gaze estimation on a moving object, whose head-pose can freely change, from multi-view video. The main idea is to first reconstruct the 3D face with high accuracy using symmetry prior. Then we generate a super-resolution virtual frontal face video from the estimated 3D face geometry and the original multi-view video. Finally a 3D eyeball model is introduced to estimate the three-dimensional gaze direction from the virtual frontal face video. Experiments with real data illustrate the effectiveness of our method.
  • 关键词:3D shape reconstruction;gaze estimation;multi-view video;symmetry prior;super-resolution
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