IPSJ Transactions on Computer Vision and Applications
Online ISSN : 1882-6695
ISSN-L : 1882-6695
Refining Outdoor Photometric Stereo Based on Sky Model
Kenji InoseShota ShimizuRei KawakamiYasuhiro MukaigawaKatsushi Ikeuchi
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2013 Volume 5 Pages 104-108

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Abstract

We propose an outdoor photometric stereo method, which considers environmental lighting for improving the performance of surface normal estimation. In the previous methods, the sky illumination effect has been either assumed to be constant throughout the scene, or to be removed by pre-processing. This paper exploits a sky model which can derive the entire sky luminance from a sky zenith image; then, sky illumination effect on a surface can be correctly calculated by iteratively refining its normal direction. This paper also extends a two-source photometric stereo method by introducing RANSAC, so that the input images of this method can be taken in a day. Experimental results with real outdoor objects show the effectiveness of the method.

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© 2013 by the Information Processing Society of Japan
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