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3D Face Recognition Using Facial Curves Elastic Matching

Abstract: A 3D face recognition algorithm based on facial curves elastic matching is#br# presented in this paper. Facial surfaces are approximated with indexed sets of level curves. Firstly,#br# the radial curves emanating from the nose tip are extracted after 3D faces are preprocessed.#br# Secondly, the curves of the probe face match the curves of gallery face using the improved#br# hierarchical matching method and the two curves are matched exploiting the distance between the#br# point and nose tip. Finally, the similarities of different curves are weighted fused according to the#br# different degree influenced by expression as sum similarity which is used for matching.#br# Experiment results verify that the proposed method can obtain better recognition rate, and is#br# robust to occlusion, spikes and expression.#br# Key words: 3D face recognition; radial curves; hierarchical elastic matching; expression#br# Robustness   

  • Online:2015-06-30 Published:2015-05-05

Abstract: A 3D face recognition algorithm based on facial curves elastic matching is
presented in this paper. Facial surfaces are approximated with indexed sets of level curves. Firstly,
the radial curves emanating from the nose tip are extracted after 3D faces are preprocessed.
Secondly, the curves of the probe face match the curves of gallery face using the improved
hierarchical matching method and the two curves are matched exploiting the distance between the
point and nose tip. Finally, the similarities of different curves are weighted fused according to the
different degree influenced by expression as sum similarity which is used for matching.
Experiment results verify that the proposed method can obtain better recognition rate, and is
robust to occlusion, spikes and expression.

Key words: 3D face recognition, radial curves, hierarchical elastic matching, expression
Robustness