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The original depth map captured by low-cost depth cameras such as Kinect suffers from problems of depth missing and noise, which restrict its further application. In this paper, we propose a novel recovery method of Kinect-like depth map utilizing the corresponding color image. The proposed method consists of two steps: hole-filling by image in painting and denoising by fast guided filter. Experiments...
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