Video Enhancement with Task-Oriented Flow

24 Nov 2017Tianfan XueBaian ChenJiajun WuDonglai WeiWilliam T. Freeman

Many video enhancement algorithms rely on optical flow to register frames in a video sequence. Precise flow estimation is however intractable; and optical flow itself is often a sub-optimal representation for particular video processing tasks... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Video Frame Interpolation Vimeo90k ToFlow PSNR 33.73 # 4