Spline-Based Image Registration

@article{Szeliski1997SplineBasedIR,
  title={Spline-Based Image Registration},
  author={Richard Szeliski and James M. Coughlan},
  journal={International Journal of Computer Vision},
  year={1997},
  volume={22},
  pages={199-218}
}
The problem of image registration subsumes a number of problems and techniques in multiframe image analysis, including the computation of optic flow (general pixel-based motion), stereo correspondence, structure from motion, and feature tracking. We present a new registration algorithm based on spline representations of the displacement field which can be specialized to solve all of the above mentioned problems. In particular, we show how to compute local flow, global (parametric) flow, rigid… CONTINUE READING

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