Ricci Flow for Shape Analysis and Surface Registration introduces the beautiful and profound Ricci flow theory in a discrete setting. By using basic tools in linear algebra and multivariate calculus, readers can deduce all the major theorems in surface Ricci flow by themselves. The authors adapt the Ricci flow theory to practical computational algorithms, apply Ricci flow for shape analysis and surface registration, and demonstrate the power of Ricci flow in many applications in medical imaging, computer graphics, computer vision and wireless sensor network. Due to minimal pre-requisites, this book is accessible to engineers and medical experts, including educators, researchers, students and industry engineers who have an interest in solving real problems related to shape analysis and surface registration.
Rezensionen / Stimmen
From the book reviews:
"The book is aimed at providing mathematical foundations and algorithms for practitioners, especially engineers . One of the most fascinating parts of the book consists of the applications of discrete Ricci flow pioneered by the authors. . The authors have developed very effective methods of computing the solutions of discrete Ricci flow and have applied them successfully to solve many real world imaging problems." (Bennett Chow, David Glickenstein and Feng Luo, Bulletin of the American Mathematical Society, Vol. 54 (1), January, 2017)
"It provides both theoretical foundations and computational methods for surface Ricci flow, and describes its applications in surface registration and shape analysis. . This monograph is addressed mainly to graduate students and researchers in the fields of computer science, applied mathematics, engineering, and medical imaging. The book is recommended as well for professionals in the fields related to surface registration and shape analysis . ." (Vladimir Balan, Mathematical Reviews, June, 2014)
Reihe
Sprache
Verlagsort
Verlagsgruppe
Illustrationen
49
20 s/w Abbildungen, 49 farbige Abbildungen
XI, 139 p. 69 illus., 49 illus. in color.
Dateigröße
ISBN-13
978-1-4614-8781-4 (9781461487814)
DOI
10.1007/978-1-4614-8781-4
Schweitzer Klassifikation
1. Introduction.- 2. Computational.- 3. Computational Geometry.- 4. Differential Geometry of Surface.- 5. Riemann Surface.- 6. Ricci Flow.- 7. Topological Algorithms.- 8. Harmonic Maps.- 9. Discrete Ricci Flow.- 10. Shape Analysis.- 11. Surface Diffeomorphism.- 12. Medical Imaging Applications.- 13. Computer Vision Applications.- 14. Computer Graphics Applications.- 15. Network Applications.
