Principal Warps: Thin-Plate Splines and the Decomposition of Deformations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Active shape models—their training and application
Computer Vision and Image Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition Based on Fitting a 3D Morphable Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
CGIV '04 Proceedings of the International Conference on Computer Graphics, Imaging and Visualization
Realistic Face Modeling With Robust Correspondences
IV '04 Proceedings of the Information Visualisation, Eighth International Conference
3D face modeling using two orthogonal views and a generic face model
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 3 (ICME '03) - Volume 03
Efficient 3D reconstruction for face recognition
Pattern Recognition
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In this paper, we reconstruct the corresponding 3D face model using only one 2D image. 3D feature points are obtained by optimally approximating 2D feature points set with defined similarity. Then, a shape model is reconstructed by the warp function algorithm. Finally, a realistic face model is created through texture mapping with registration method such as affine transform. Results show that the models we reconstruct are comparatively realistic, and they can be used for face recognition or computer animation. The computation speed is also satisfying.