NTIRE 2019 Challenge on Image Colorization: Report

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops(2019)

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摘要
This paper reviews the NTIRE challenge on image colorization (estimating color information from the corresponding gray image) with focus on proposed solutions and results. It is the first challenge of its kind. The challenge had 2 tracks. Track 1 takes a single gray image as input. In Track 2, in addition to the gray input image, some color seeds (randomly samples from the latent color image) are also provided for guiding the colorization process. The operators were learnable through provided pairs of gray and color training images. The tracks had 188 registered participants, and 8 teams competed in the final testing phase.
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关键词
NTIRE 2019 challenge,image colorization,color information,corresponding gray image,single gray image,gray input image,color seeds,latent color image,colorization process,gray training images,color training images
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