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Geonung Kim

2 accepted papers

2022

BigColor: Colorization Using a Generative Color Prior for Natural Images

ECCV 2022poster

"For realistic and vivid colorization, generative priors have recently been exploited. However, such generative priors often fail for in-the-wild complex images due to their limited representation space. In this paper, we propose BigColor, a novel colorization approach that provides vivid colorizati…

2022

Realistic Blur Synthesis for Learning Image Deblurring

ECCV 2022poster

"Training learning-based deblurring methods demands a tremendous amount of blurred and sharp image pairs. Unfortunately, existing synthetic datasets are not realistic enough, and deblurring models trained on them cannot handle real blurred images effectively. While real datasets have recently been p…