Implementation of Local Fourier Burst Accumulation for Video Deblurring

This article presents Local Fourier Burst Accumulation, a recent motion deblurring method. This method processes image bursts and can be naturally extended to video deblurring. The algorithm first registers the frame to its neighboring frames by consistency-controlled optical flow and then fuses the frames temporally by a weighted average in the Fourier domain. As the method does not require the estimation of the blur kernel, it is less sensitive to common deblurring issues such as ringing. The algorithm is detailed and comparison with the results of the original authors are performed. Source Code The reviewed source code for the algorithms described in this document are available from the web page of the article1. Compilation and usage instructions are included in the README.txt file.