Rodrigo Rojas Moraleda, Nektarios A. Valous, Wei Xiong, Niels Halama
August 8, 2019 Forthcoming
Reference - 114 Pages - 13 B/W Illustrations
ISBN 9781138336346 - CAT# K393709
Series: Focus Series in Medical Physics and Biomedical Engineering
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. It will be of interest to medical physicists, computer scientists, and engineers, as well as undergraduate and graduate students interested in this topic.
Chapter 1. Elements of Topology and Homology.
Chapter 2. Persistent Homology of Images.
Chapter 3. Recognizing Noise.
Chapter 4. Image Segmentation.
Chapter 5. Point Cloud Characterization.