Color-Line Regularization for Color Artifact Removal

@article{Ono2016ColorLineRF,
  title={Color-Line Regularization for Color Artifact Removal},
  author={Shunsuke Ono and Isao Yamada},
  journal={IEEE Transactions on Computational Imaging},
  year={2016},
  volume={2},
  pages={204-217}
}
Existing regularization functions for color image restoration cannot remove color artifact, undesirable appearance of colors, sufficiently, which degrades the quality of color images. In this paper, we propose a new regularization function, named the local color nuclear norm (LCNN), for removing color artifact in color image restoration. LCNN is designed to promote the local color-line property: the color distribution of each local region of a color image exhibits strong linearity. The local… CONTINUE READING