Uncertainty quantification for scale-space blob detection

HIGHLIGHTS

• What: Extending recent work motivated by astronomical applications the authors propose an approach that represents the in the position and size of a by a region in a three-dimensional Motivated by classic tube methods such as the taut-string algorithm these regions are obtained from level sets of the minimizer of a functional within a high-dimensional tube. The resulting non-smooth optimization problem is challenging to solve and the authors compare various numerical approaches for its solution and relate them to the literature on constrained denoising. The authors propose an improved method that aims to . . .
  

   

  

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