학술논문

NTIRE 2019 Challenge on Image Colorization: Report
Document Type
Conference
Source
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) CVPRW Computer Vision and Pattern Recognition Workshops (CVPRW), 2019 IEEE/CVF Conference on. :2233-2240 Jun, 2019
Subject
Computing and Processing
Image color analysis
Training
Color
Testing
Task analysis
Indexes
Visualization
Language
ISSN
2160-7516
Abstract
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.