Denoising 3D images: robustness of persistent homology measures

Ebru Dagdelen, Aakash Karlekar, Manav Arora +4

When computing sub/super-level-set persistent homology (PH), the effect of noise may introduce millions of (short-lived) topological generators, presenting an obstacle to both the…