Computational Topology for Biomedical Image and Data Analysis: Theory and Applications

ISBN-13: 9781138336346 / Angielski / Twarda / 2019 / 116 str.

Rodrigo Rojas Moraleda; Nektarios Valous; Wei Xiong

Opis

This book provides an accessible yet rigorous introduction to topology and homology focused on the simplicial space. It presents a compact pipeline from the foundations of topology to biomedical applications.

Spis treści

1. Elements of Topology and Homology. 2. Persistent Homology of Images. 3. Recognizing Noise. 4. Image Segmentation. 5. Point Cloud Characterization.