Uncalibrated Photometric Stereo 2018

Target Result
We developed a method to estimate 3D shape of opaque object. Input images with different light source direction is used. This method can estimate the shape under unknown light source directions. As for the constraint for reflectance, bilateral filter with guide image obtained from the average of input images is used. As for the constraint for shape, the approximated shape calculated from the object silhouette is used. The ambiguity problem of uncalibrated photometric stereo is solved using these constraints, which results in unique shape.

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Uncalibrated photometric stereo constrained by intrinsic reflectance image and shape from silhoutte
Shuhei Hashimoto, Daisuke Miyazaki, Shinsaku Hiura
16th International Conference on Machine Vision Applications (MVA2019)
01-05, pp. 1-6, 2019/5/28 (2019/5/27-31)
National Olympics Memorial Youth Center, Tokyo, Japan
http://www.mva-org.jp/mva2019/
Paper: English, Oral presentation: Japanese
Hashimoto-MVA2019.pdf
https://doi.org/10.23919/MVA.2019.8758025

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