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[(Geometry-Driven Diffusion in Computer Vision )] [Author: Bart M.ter Haar Romeny] [Dec-2010]
- Language: English
- ISBN-10: B00LKDQZ2I
Book Description
Geometry-Driven Diffusion in Computer Vision This seminal book is a primer on geometry-driven, nonlinear diffusion as a promising new paradigm for vision, with an emphasis on the tutorial. It gives a thorough overview of current linear and nonlinear scale-space theory, presenting many viewpoints such as the variational approach, curve evolution and nonlinear diffusion equations. The book is meant for computer vision scientists and students, with a computer science, mathematics or physics background. Appendices explain the terminology. Many illustrated applications are given, e.g. in medical imaging, vector valued (or coupled) diffusion, general image enhancement (e.g. edge preserving noise suppr...
