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EDVR: Video Restoration with Enhanced Deformable Convolutional Networks

Introduction

@InProceedings{wang2019edvr,
  author    = {Wang, Xintao and Chan, Kelvin C.K. and Yu, Ke and Dong, Chao and Loy, Chen Change},
  title     = {EDVR: Video restoration with enhanced deformable convolutional networks},
  booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
  month     = {June},
  year      = {2019},
}

Results and Models

Evaluated on RGB channels.

The metrics are PSNR / SSIM.

Method REDS4 Download
edvrm_wotsa_x4_8x4_600k_reds 30.3430 / 0.8664 model | log
edvrm_x4_8x4_600k_reds 30.4194 / 0.8684 model | log