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Second IEEE International Conference on Automatic Face and Gesture Recognition (FG '96)
From 2D Images to 3D Face Geometry
Killington, Vermont
October 14-October 16
ISBN: 0-8186-7713-9
Richard Lengagne, INRIA-Rocquencourt Domaine de Voluceau
Jean-Philippe Tarel, INRIA-Rocquencourt Domaine de Voluceau
Olivier Monga, INRIA-Rocquencourt Domaine de Voluceau
This paper presents a global scheme for 3D face reconstruction and face segmentation into a limited number of analytical patches from stereo images. From a depth map, we generate a 3D model of the face which is iteratively deformed under stereo and shape-from-shading constraints as well as differential features. This model enables us to improve the quality of the depth map, from which we perform the segmentation and the approximation of the surface.
Index Terms:
3D reconstruction, deformable models, differential features, segmentation.
Citation:
Richard Lengagne, Jean-Philippe Tarel, Olivier Monga, "From 2D Images to 3D Face Geometry," fg, pp.301, Second IEEE International Conference on Automatic Face and Gesture Recognition (FG '96), 1996
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