NDLI: 3D face modeling using image warping in pose-invariant face recognition

Content Provider	IEEE Xplore Digital Library
Author	Xiaozheng Zhang Yongsheng Gao Leung, M.K.H.
Copyright Year	2002
Description	Author affiliation: Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore (Xiaozheng Zhang; Yongsheng Gao; Leung, M.K.H.)
Abstract	One of the key remaining problems in face recognition is that of handling the variability in appearance due to changes in pose. One strategy is to synthesize virtual face views from real views. In this paper, a new 3D face shape modeling algorithm - orthogonal reverse projection model (ORPM) is presented. Our method makes only use of two orthogonal real view of a face, i.e., the frontal and profile views. To obtain the 3D shape information of the face, a modified feature-based 2D image warping technique is employed to establish point correspondence between the frontal and profile views. Then the 3D face shape model is generated by orthogonal reverse projection using the corresponding point pairs. The virtual views can be synthesized by simply rotating the 3D face model. The modeling results suggest the validity of the ORPM algorithm for 3D face modeling and 2D face image synthesizing under different poses.
Starting Page	497
Ending Page	501
File Size	390937
Page Count	5
File Format	PDF
ISBN	9810483643
DOI	10.1109/ICARCV.2002.1234875
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2002-12-02
Publisher Place	Singapore
Access Restriction	Subscribed
Rights Holder	Nanyang Technological Univ
Subject Keyword	Face recognition Shape Lighting control Virtual prototyping Deformable models Solid modeling Neural networks Control system synthesis Image recognition Reflectivity
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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