4.6 Article

A survey of approaches and challenges in 3D and multi-modal 3D+2D face recognition

Journal

COMPUTER VISION AND IMAGE UNDERSTANDING
Volume 101, Issue 1, Pages 1-15

Publisher

ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1016/j.cviu.2005.05.005

Keywords

biometrics; face recognition; three-dimensional face recognition; range image; multi-modal

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This survey focuses on recognition performed by matching models of the three-dimensional shape of the face, either alone or in combination with matching corresponding two-dimensional intensity images. Research trends to date are summarized, and challenges confronting the development of more accurate three-dimensional face recognition are identified. These challenges include the need for better sensors, improved recognition algorithms, and more rigorous experimental methodology. (c) 2005 Elsevier Inc. All rights reserved.

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