Deformable Registration Techniques for Thoracic CT Images

An Insight into Medical Image Registration

Ali Imam Abidi, S.K. Singh (Autoren)

Buch | Hardcover

135 Seiten

2020 | 1st ed. 2020
Springer Verlag, Singapore
978-981-10-5836-3 (ISBN)

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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.

Dr. Ali Imam Abidi is an Assistant Professor at the Department of Computer Science & Engineering, School of Engineering & Technology, Sharda University. He received his Ph.D. from the Department of Computer Science and Engineering, Indian Institute of Technology, Banaras Hindu University (IIT-BHU), Varanasi, India. His primary areas of research include (but is not limited to) deformable image registration, image feature data analysis etc. as well as the study and applications of behavioural design concepts. He has published numerous research articles, letters, papers in conference proceedings and book chapters. He has been a constant invited reviewer for reputed journals like MTAP, MBEC, NAS Letters etc Prof. Sanjay Kumar Singh holds a B.Tech. in Computer Engineering, M.Tech. in Computer Applications and a Ph.D. in Computer Science and Engineering. Currently, he is a Professor at the Department of Computer Science and Engineering, Indian Institute of Technology, Banaras Hindu University (IIT-BHU), Varanasi, India, and is also a Certified Novell Engineer Administrator. He is a member of LIMSTE, the Institute of Electrical and Electronics Engineers (IEEE), the International Association of Engineers (IAENG) and the International Center of Sustainable Excellence (ISCE). His research areas include biometrics, computer vision, image processing, video processing, pattern recognition and artificial intelligence. He has published over 50 articles in national and international journals, as well as book chapters and conference papers.

Chapter 1. Introduction.- Chapter 2. Theoretical Background.- Chapter 3. A Moving Least Square Based Framework for Thoracic CT Image Registration.- Chapter 4. A Path Tracing and Deformity Estimation Methodology for Registration of Thoracic CT Image Sequences.- Chapter 5. Deformable Thoracic CT Images Sequence Registration using Strain Energy Minimization.- Chapter 6. Conclusion & Future Work.

Erscheinungsdatum	30.06.2020
Zusatzinfo	18 Illustrations, color; 65 Illustrations, black and white; VII, 135 p. 83 illus., 18 illus. in color.
Verlagsort	Singapore
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Mathematik / Informatik ► Informatik ► Software Entwicklung
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Medizinische Fachgebiete ► Radiologie / Bildgebende Verfahren ► Radiologie
	Naturwissenschaften ► Biologie
Schlagworte	Deformable thoracic image sequence • Deformity estimation & path tracing • Image Registration • Medical Imaging • Strain energy minimization
ISBN-10	981-10-5836-9 / 9811058369
ISBN-13	978-981-10-5836-3 / 9789811058363
Zustand	Neuware