Video Frame Interpolation via Adaptive Separable Convolution

ICCV 2017 Simon NiklausLong MaiFeng Liu

Standard video frame interpolation methods first estimate optical flow between input frames and then synthesize an intermediate frame guided by motion. Recent approaches merge these two steps into a single convolution process by convolving input frames with spatially adaptive kernels that account for motion and re-sampling simultaneously... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Video Frame Interpolation Middlebury SepConv-L1 Interpolation Error 5.61 # 3
Video Frame Interpolation Vimeo90k SepConv-L1 PSNR 33.79 # 3