Labeling of Human Face Components from Range Data

Yacoob, Yaser; Davis, Larry S.

doi:10.1109/CVPR.1993.341070

Labeling of Human Face Components from Range Data

Yaser Yacoob, Larry S. Davis

CVPR 1993 pp. 592-593

doi:10.1109/CVPR.1993.341070 /cvpr/1993/yacoob1993cvpr-labeling/

Abstract

An approach to labeling the components of human faces from range images is proposed. The components of interest are those humans usually find significant for recognition. To cope with the nonrigidity of faces, a qualitative approach is used. The preprocessing stage employs a multi-stage diffusion process to identify convexity and concavity points. These points are grouped into components and qualitative reasoning about possible interpretations of the components is performed. Consistency of hypothesized interpretations is carried out using context-based reasoning. Experimental results on real images of several faces are provided.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>

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Cite

Text

Yacoob and Davis. "Labeling of Human Face Components from Range Data." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1993. doi:10.1109/CVPR.1993.341070

Markdown

[Yacoob and Davis. "Labeling of Human Face Components from Range Data." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1993.](https://mlanthology.org/cvpr/1993/yacoob1993cvpr-labeling/) doi:10.1109/CVPR.1993.341070

BibTeX

@inproceedings{yacoob1993cvpr-labeling,
  title     = {{Labeling of Human Face Components from Range Data}},
  author    = {Yacoob, Yaser and Davis, Larry S.},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {1993},
  pages     = {592-593},
  doi       = {10.1109/CVPR.1993.341070},
  url       = {https://mlanthology.org/cvpr/1993/yacoob1993cvpr-labeling/}
}