Fundamental performance limits in image registration

@article{Robinson2004FundamentalPL,
  title={Fundamental performance limits in image registration},
  author={M. Dirk Robinson and Peyman Milanfar},
  journal={IEEE transactions on image processing : a publication of the IEEE Signal Processing Society},
  year={2004},
  volume={13 9},
  pages={1185-99}
}
The task of image registration is fundamental in image processing. It often is a critical preprocessing step to many modern image processing and computer vision tasks, and many algorithms and techniques have been proposed to address the registration problem. Often, the performances of these techniques have been presented using a variety of relative measures comparing different estimators, leaving open the critical question of overall optimality. In this paper, we present the fundamental… CONTINUE READING
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