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CVPR
2009
IEEE

Fourier analysis and Gabor filtering for texture analysis and local reconstruction of general shapes

8 years 10 months ago
Fourier analysis and Gabor filtering for texture analysis and local reconstruction of general shapes
Since the pioneering work of Gibson in 1950, ShapeFrom-Texture has been considered by researchers as a hard problem, mainly due to restrictive assumptions which often limit its applicability. We assume a very general stochastic homogeneity and perspective camera model, for both deterministic and stochastic textures. A multi-scale distortion is efficiently estimated with a previously presented method based on Fourier analysis and Gabor filters. The novel 3D reconstruction method that we propose applies to general shapes, and includes non-developable and extensive surfaces. Our algorithm is accurate, robust and compares favorably to the present state of the art of Shape-FromTexture. Results show its application to non-invasively study shape changes with laid-on textures, while rendering and retexturing of cloth is suggested for future work.
Fabio Galasso, Joan Lasenby
Added 04 Sep 2010
Updated 04 Sep 2010
Type Conference
Year 2009
Where CVPR
Authors Fabio Galasso, Joan Lasenby
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