Euler Characteristics and Homotopy Types of Definable Sublevel Sets

09/06/2023
by   Mattie Ji, et al.
0

Given a continuous definable function f: S →ℝ on a definable set S, we study sublevel sets of the form S^f_t = {x ∈ S: f(x) ≤ t} for all t ∈ℝ. Using o-minimal structures, we prove that the Euler characteristic of S^f_t is right continuous with respect to t. Furthermore, when S is compact, we show that S^f_t+δ deformation retracts to S^f_t for all sufficiently small δ > 0. Applying these results, we also characterize the relationship between the concepts of Euler characteristic transform and smooth Euler characteristic transform in topological data analysis.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
02/16/2021

Euler Characteristic Surfaces

We study the use of the Euler characteristic for multiparameter topologi...
research
08/28/2023

Statistical Inference on Grayscale Images via the Euler-Radon Transform

Tools from topological data analysis have been widely used to represent ...
research
05/15/2020

On approximation theorems for the Euler characteristic with applications to the bootstrap

We study approximation theorems for the Euler characteristic of the Viet...
research
07/26/2023

The Weighted Euler Characteristic Transform for Image Shape Classification

The weighted Euler characteristic transform (WECT) is a new tool for ext...
research
03/23/2023

Stability and Inference of the Euler Characteristic Transform

The Euler characteristic transform (ECT) is a signature from topological...
research
03/08/2023

Euler Characteristic Transform Based Topological Loss for Reconstructing 3D Images from Single 2D Slices

The computer vision task of reconstructing 3D images, i.e., shapes, from...
research
12/03/2022

Euler Characteristic Curves and Profiles: a stable shape invariant for big data problems

Tools of Topological Data Analysis provide stable summaries encapsulatin...

Please sign up or login with your details

Forgot password? Click here to reset