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SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution [article]

Jiangning Zhang, Chao Xu, Jian Li, Yue Han, Yabiao Wang, Ying Tai, Yong Liu
2022 arXiv   pre-print
Therefore, we present an efficient paradigm to perform Simultaneously Image Colorization and Super-resolution (SCS) and propose an end-to-end SCSNet to achieve this goal.  ...  In the practical application of restoring low-resolution gray-scale images, we generally need to run three separate processes of image colorization, super-resolution, and dows-sampling operation for the  ...  Acknowledgments We thank all authors for their excellent contributions as well as anonymous reviewers and chairs for their constructive comments.  ... 
arXiv:2201.04364v1 fatcat:urvi7tfpa5g4zaxydojbf3oyb4