English

Combining reconstruction and edge detection in computed tomography

Numerical Analysis 2021-10-14 v2 Numerical Analysis

Abstract

We present two methods that combine image reconstruction and edge detection in computed tomography (CT) scans. Our first method is as an extension of the prominent filtered backprojection algorithm. In our second method we employ 1\ell^{1}-regularization for stable calculation of the gradient. As opposed to the first method, we show that this approach is able to compensate for undersampled CT data.

Keywords

Cite

@article{arxiv.2109.00428,
  title  = {Combining reconstruction and edge detection in computed tomography},
  author = {Jürgen Frikel and Simon Göppel and Markus Haltmeier},
  journal= {arXiv preprint arXiv:2109.00428},
  year   = {2021}
}
R2 v1 2026-06-24T05:35:55.847Z