Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution

CVPR 2020 Xiaoyu XiangYapeng TianYulun ZhangYun FuJan P. AllebachChenliang Xu

In this paper, we explore the space-time video super-resolution task, which aims to generate a high-resolution (HR) slow-motion video from a low frame rate (LFR), low-resolution (LR) video. A simple solution is to split it into two sub-tasks: video frame interpolation (VFI) and video super-resolution (VSR)... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Video Frame Interpolation Vid4 - 4x upscaling Zooming Slow-Mo PSNR 26.31 # 1
SSIM 0.7976 # 1
Parameters 11100000 # 1
runtime (s) 0.0606 # 1

Methods used in the Paper