Deformable Registration Techniques for Thoracic CT Images: An Insight into Medical Image Registration

✍ Scribed by Ali Imam Abidi, S.K. Singh

• Publisher: Springer Singapore;Springer
• Year: 2020
• Tongue: English
• Leaves: 138
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This book focuses on novel approaches for thoracic computed tomography (CT) image registration and determination of respiratory motion models in a range of patient scenarios. It discusses the use of image registration processes to remove the inconsistencies between medical images acquired using different devices. In the context of comparative research and medical analysis, these methods are of immense value in image registration procedures, not just for thoracic CT images, but for all types of medical images in multiple modalities, and also in establishing a mean respiration motion model. Combined with advanced techniques, the methods proposed have the potential to advance the field of computer vision and help improve existing methods. The book is a valuable resource for those in the scientific community involved in modeling respiratory motion for a large number of people.

✦ Table of Contents

Front Matter ....Pages i-vii
Introduction (Ali Imam Abidi, S. K. Singh)....Pages 1-13
Theoretical Background (Ali Imam Abidi, S. K. Singh)....Pages 15-40
A Moving Least Square Based Framework for Thoracic CT Image Registration (Ali Imam Abidi, S. K. Singh)....Pages 41-53
A Path Tracing and Deformity Estimation Methodology for Registration of Thoracic CT Image Sequences (Ali Imam Abidi, S. K. Singh)....Pages 55-76
Deformable Thoracic CT Images Sequence Registration Using Strain Energy Minimization (Ali Imam Abidi, S. K. Singh)....Pages 77-90
Conclusion and Future Work (Ali Imam Abidi, S. K. Singh)....Pages 91-92
Back Matter ....Pages 93-135

✦ Subjects

Computer Science; Image Processing and Computer Vision; Pattern Recognition; Imaging / Radiology; Computer Appl. in Life Sciences; Health Informatics; Computer Graphics