1) The document proposes a method for correcting rolling shutter distortion and stabilizing video without correspondence using an iterative optimization approach. 2) Key steps include estimating the transformation matrix between frames using intensity gradients, optimizing the matrix parameters to minimize reconstruction error, and applying the transformations for distortion correction and motion