Search Results for author: Soo Ye Kim

Found 7 papers, 6 papers with code

Zoom-to-Inpaint: Image Inpainting with High-Frequency Details

1 code implementation17 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.

Image Inpainting Super-Resolution

KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local Adjustment

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.

Blind Super-Resolution Super-Resolution

FISR: Deep Joint Frame Interpolation and Super-Resolution with a Multi-scale Temporal Loss

1 code implementation16 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

JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video

1 code implementation10 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.

Image Reconstruction Inverse-Tone-Mapping +2

3DSRnet: Video Super-resolution using 3D Convolutional Neural Networks

1 code implementation21 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.

Video Super-Resolution

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