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README.md

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sincvideo

This project is a different approach to speeding up or slowing down video. Instead of spline-based approaches (blending in-between frames using linear interpolation) or more complicated optical flow methods, I tried to approximate each in-between frame as a convex linear combination of every frame of the video, sinc weighted as is customary in signal processing. Treating a video as discrete-time samples of a bandlimited 3-dimensional signal is very mathematically simple and programmatically concise (NumPy's tensordot works wonders) but creates time-domain fringing artifacts as shadows and highlights that flash in and out at regions of the video with high temporal frequency and low spatial frequency.

1x, 2x, 4x, and 16x interpolation of some DSLR footage