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Abstract: The recovery of the threedimensional structure of faces with conventional stereo methods still proves difficult. In this paper we introduce a higher order constraint based on linear object classes, which supplies a standard stereo algorithm with prior knowledge of the general structure of faces. This constraint has been learned by exploiting the similarities between 200 faces in a database and is represented in a morphable face model. (Update)
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BibTeX entry: (Update)
@inproceedings{ wallraven99dreconstruction,
author = "Christian Wallraven and Volker Blanz and Thomas Vetter",
title = "3D-Reconstruction of Faces: Combining Stereo with Class-Based Knowledge",
booktitle = "{DAGM}-Symposium",
pages = "405-412",
year = "1999",
url = "citeseer.ist.psu.edu/wallraven99dreconstruction.html" }
Citations (may not include all citations):343 Three-Dimensional Computer Vision (context) - Faugeras - 1993
167 Structure from Stereo - A Review (context) - Dhond, Aggarwal - 1989
101 A Morphable Model for the Synthesis of 3D Faces - Blanz, Vetter - 1999
66 Local Feature Analysis: A general statistical theory for obj.. - Penev, Atick - 1996
54 Multi Viewpoint Stereo from Uncalibrated Video Sequences (context) - Koch, Pollefeys et al. - 1998
44 Complete Dense Stereovision using Level Set Methods - Faugeras, Keriven - 1998
41 Computer Vision and Image Understanding (context) - Cox, Hingorani et al. - 1996
24 From Regular Images to Animated Heads: A Least Squares Appro.. - Fua, Miccio - 1998
23 Hierarchical Block-Based Disparity Estimation Considering Ne.. - Falkenhagen - 1997
18 Upper Saddle River (context) - Trucco, Verri et al. - 1998
17 face models from single images: An example based approach (context) - Vetter, Blanz - 1998
6 A Structure from Motion Approach using Constrained Deformabl.. - Kang - 1997
1 A cooperative stereo algorithm (context) - Mart, Poggio - 1976
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