XVFI: eXtreme Video Frame Interpolation

1 code implementation • ICCV 2021 • Hyeonjun Sim, Jihyong Oh, Munchurl Kim

In this paper, we firstly present a dataset (X4K1000FPS) of 4K videos of 1000 fps with the extreme motion to the research community for video frame interpolation (VFI), and propose an extreme VFI network, called XVFI-Net, that first handles the VFI for 4K videos with large motion.

eXtreme-Video-Frame-Interpolation Optical Flow Estimation

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

Breaking Moravec's Paradox: Visual-Based Distribution in Smart Fashion Retail

no code implementations • 10 Jul 2020 • Shin Woong Sung, Hyunsuk Baek, Hyeonjun Sim, Eun Hie Kim, Hyunwoo Hwangbo, Young Jae Jang

In this paper, we report an industry-academia collaborative study on the distribution method of fashion products using an artificial intelligence (AI) technique combined with an optimization method.