Robust image reconstruction from multi-view measurements

@article{Puy2014RobustIR,
  title={Robust image reconstruction from multi-view measurements},
  author={Gilles Puy and Pierre Vandergheynst},
  journal={SIAM J. Imaging Sciences},
  year={2014},
  volume={7},
  pages={128-156}
}
We propose a novel method to accurately reconstruct a set of images representing a single scene from few linear multi-view measurements. Each observed image is modeled as the sum of a background image and a foreground one. The background image is common to all observed images but undergoes geometric transformations, as the scene is observed from different viewpoints. In this paper, we assume that these geometric transformations are represented by a few parameters, e.g., translations, rotations… CONTINUE READING

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