Gradient domain color restoration of clipped highlights

Computer Vision and Pattern Recognition Workshops(2012)

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摘要
Sensor clipping destroys the hue of colored highlight regions by misrepresenting the relative magnitude of the color channels. This becomes particularly noticeable in regions with brightly colored light sources or specularities. We present a simple yet effective gradient-space color restoration algorithm for recovering the hue in such image regions. First, we estimate a smooth distribution of the hue of the affected region from information at its boundary. We combine this hue estimate with gradient information from channels unaffected by clipping to restore clipped color channels.
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关键词
gradient methods,image colour analysis,image restoration,clipped color channel restoration,clipped highlights,color channel relative magnitude misrepresentation,colored highlight region hue,gradient domain color restoration,gradient-space color restoration algorithm,hue smooth distribution estimation,image regions,sensor clipping
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