no code implementations • CVPR 2022 • Soo Ye Kim, Jianming Zhang, Simon Niklaus, Yifei Fan, Simon Chen, Zhe Lin, Munchurl Kim
Depth maps are used in a wide range of applications from 3D rendering to 2D image effects such as Bokeh.
1 code implementation • 17 Dec 2020 • Soo Ye Kim, Kfir Aberman, Nori Kanazawa, Rahul Garg, Neal Wadhwa, Huiwen Chang, Nikhil Karnad, Munchurl Kim, Orly Liba
Although deep learning has enabled a huge leap forward in image inpainting, current methods are often unable to synthesize realistic high-frequency details.
1 code implementation • CVPR 2021 • Soo Ye Kim, Hyeonjun Sim, Munchurl Kim
Blind super-resolution (SR) methods aim to generate a high quality high resolution image from a low resolution image containing unknown degradations.
Ranked #2 on
Blind Super-Resolution
on DIV2KRK - 4x upscaling
1 code implementation • 16 Dec 2019 • Soo Ye Kim, Jihyong Oh, Munchurl Kim
In this paper, we first propose a joint VFI-SR framework for up-scaling the spatio-temporal resolution of videos from 2K 30 fps to 4K 60 fps.
Space-time Video Super-resolution
Video Frame Interpolation
+1
1 code implementation • 10 Sep 2019 • Soo Ye Kim, Jihyong Oh, Munchurl Kim
Joint learning of super-resolution (SR) and inverse tone-mapping (ITM) has been explored recently, to convert legacy low resolution (LR) standard dynamic range (SDR) videos to high resolution (HR) high dynamic range (HDR) videos for the growing need of UHD HDR TV/broadcasting applications.
1 code implementation • ICCV 2019 • Soo Ye Kim, Jihyong Oh, Munchurl Kim
Joint SR and ITM is an intricate task, where high frequency details must be restored for SR, jointly with the local contrast, for ITM.
1 code implementation • 21 Dec 2018 • Soo Ye Kim, Jeongyeon Lim, Taeyoung Na, Munchurl Kim
In video super-resolution, the spatio-temporal coherence between, and among the frames must be exploited appropriately for accurate prediction of the high resolution frames.