Statistical Shape and Deformation Analysis: Methods, Implementation and Applications contributes enormously to solving different problems in patient care and physical anthropology, ranging from improved automatic registration and segmentation in medical image computing to the study of genetics, evolution and comparative form in physical anthropology and biology.

This book gives a clear description of the concepts, methods, algorithms and techniques developed over the last three decades that is followed by examples of their implementation using open source software.

Applications of statistical shape and deformation analysis are given for a wide variety of fields, including biometry, anthropology, medical image analysis and clinical practice.

Presents an accessible introduction to the basic concepts, methods, algorithms and techniques in statistical shape and deformation analysis
Includes implementation examples using open source software
Covers real-life applications of statistical shape and deformation analysis methods

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Yes, you can access Statistical Shape and Deformation Analysis by Guoyan Zheng,Shuo Li,Gabor Szekely in PDF and/or ePUB format, as well as other popular books in Informatique & Traitement des données. We have over one million books available in our catalogue for you to explore.

Information

Publisher

Academic Press

Year

2017

ISBN

9780128104941

Topic

Informatique

Subtopic

Traitement des données

Cover image
Title page
Table of Contents
Copyright
List of Contributors
About the Editors
Preface
Acknowledgment
Part I: Basic Concepts, Methods and Algorithms
Chapter 1: Automated Image Interpretation Using Statistical Shape Models
Chapter 2: Statistical Deformation Model: Theory and Methods
Chapter 3: Correspondence Establishment in Statistical Shape Modeling: Optimization and Evaluation
Chapter 4: Landmark-Based Statistical Shape Representations
Chapter 5: Probabilistic Morphable Models
Chapter 6: Object Statistics on Curved Manifolds
Chapter 7: Shape Modeling Using Gaussian Process Morphable Models
Chapter 8: Bayesian Statistics in Computational Anatomy
Part II: Open Source Implementation Examples
Chapter 9: Morpho and Rvcg – Shape Analysis in R
Chapter 10: ShapeWorks
Part III: Applications
Chapter 11: Applications of Statistical Deformation Model
Chapter 12: Statistical Shape and Deformation Models Based 2D–3D Reconstruction
Chapter 13: Statistical Shape Analysis for Brain Structures
Chapter 14: Statistical Respiratory Models for Motion Estimation
Chapter 15: Statistical Shape and Appearance Models for Bone Quality Assessment
Chapter 16: Statistical Shape Models of the Heart: Applications to Cardiac Imaging
Index