Accurate 3D face reconstruction from weakly calibrated wide baseline images with profile contours

@article{Lin2010Accurate3F,
  title={Accurate 3D face reconstruction from weakly calibrated wide baseline images with profile contours},
  author={Yuping Lin and G{\'e}rard G. Medioni and Jongmoo Choi},
  journal={2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition},
  year={2010},
  pages={1490-1497}
}
We propose a method to generate a highly accurate 3D face model from a set of wide-baseline images in a weakly calibrated setup. Our approach is purely data driven, and produces faithful 3D models without any pre-defined models, unlike other statistical model-based approaches. Our results do not rely upon a critical initialization step nor parameters for optimization steps. We process 5 images (including profile views), infer the accurate poses of cameras in all views, and then infer a dense 3D… CONTINUE READING
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