Computational topology for biomedical image and data analysis : theory and applications / Rodrigo Rojas Moraleda, Nektarios A. Valous, Wei Xiong, Niels Halama
Elements of topology and homology -- Persistent homology of images -- Recognizing noise -- Image segmentation -- Point cloud characterization
Summary
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
Bibliography
Includes bibliographical references (pages 119-132) and index
Notes
Description based on online resource; title from digital title page (viewed on October 16, 2019)