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In this paper, we develop a method for learning illumination from a single image, which can benefit illumination-invariant algorithms in computer vision and image-based rendering in graphics. Illumination learning has been widely studied, yet still has some shortcomings such as the restriction of Lambertian surfaces and the prerequisite of known shape or texture. Our method can adaptively learn illumination...
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