Video Frame Interpolation via Adaptive Convolution

Understand

Video frame interpolation typically involves two steps: motion estimation and pixel synthesis.

• Such a two-step approach heavily depends on the quality of motion estimation.
• This paper presents a robust video frame interpolation method that combines these two steps into a single process.
• Specifically, our method considers pixel synthesis for the interpolated frame as local convolution over two input frames.