Bundled Kernels for Nonuniform Blind Video Deblurring

@article{Zhang2017BundledKF,
  title={Bundled Kernels for Nonuniform Blind Video Deblurring},
  author={Lei Zhang and Le Zhou and Hua Huang},
  journal={IEEE Transactions on Circuits and Systems for Video Technology},
  year={2017},
  volume={27},
  pages={1882-1894}
}
We present a novel blind video deblurring approach by estimating a bundle of kernels and applying the residual deconvolution. Our approach adopts multiple kernels to represent spatially varying motion blur, and thus can cope with nonuniform video deblurring. For each blurred frame, we build a warping-based, space-variant motion blur model based on a bundle of homographies in between its adjacent frames. Then, the nearest sharp frame is employed to form an unblurred-blurred pair for solving the… CONTINUE READING