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Medial Representations: Mathematics, Algorithms and Applications: Computational Imaging and Vision, cartea 37

Editat de Kaleem Siddiqi, Stephen Pizer
en Limba Engleză Hardback – 29 oct 2008
The last half century has seen the development of many biological or physical t- ories that have explicitly or implicitly involved medial descriptions of objects and other spatial entities in our world. Simultaneously mathematicians have studied the properties of these skeletal descriptions of shape, and, stimulated by the many areas where medial models are useful, computer scientists and engineers have developed numerous algorithms for computing and using these models. We bring this kno- edge and experience together into this book in order to make medial technology more widely understood and used. The book consists of an introductory chapter, two chapters on the major mat- matical results on medial representations, ?ve chapters on algorithms for extracting medial models from boundary or binary image descriptions of objects, and three chapters on applications in image analysis and other areas of study and design. We hope that this book will serve the science and engineering communities using medial models and will provide learning material for students entering this ?eld. We are fortunate to have recruited many of the world leaders in medial theory, algorithms, and applications to write chapters in this book. We thank them for their signi?cant effort in preparing their contributions. We have edited these chapters and have combined them with the ?ve chapters that we have written to produce an integrated whole.
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Specificații

ISBN-13: 9781402086571
ISBN-10: 1402086571
Pagini: 362
Ilustrații: XVII, 439 p.
Dimensiuni: 155 x 235 x 33 mm
Greutate: 0.89 kg
Ediția:2008
Editura: SPRINGER NETHERLANDS
Colecția Springer
Seria Computational Imaging and Vision

Locul publicării:Dordrecht, Netherlands

Public țintă

Research

Cuprins

Mathematics.- Local Forms and Transitions of the Medial Axis.- Geometry and Medial Structure.- Algorithms.- Skeletons via Shocks of Boundary Evolution.- Discrete Skeletons from Distance Transforms in 2D and 3D.- Voronoi Skeletons.- Voronoi Methods for 3D Medial Axis Approximation.- Synthesis, Deformation, and Statistics of 3D Objects via M-Reps.- Applications.- Statistical Applications with Deformable M-Reps.- 3D Model Retrieval Using Medial Surfaces.- From the Infinitely Large to the Infinitely Small.

Textul de pe ultima copertă

The last half century has seen the development of many biological or physical theories that have explicitly or implicitly involved medial descriptions of objects and other spatial entities in our world. Simultaneously mathematicians have studied the properties of these skeletal descriptions of shape, and, stimulated by the many areas where medial models are useful, computer scientists and engineers have developed numerous algorithms for computing and using these models. We bring this knowledge and experience together into this book in order to make medial technology more widely understood and used.
Edited by Prof. K. Siddiqi and Prof. S. Pizer, renowned experts in the field and authors of five of the chapters, this book consists of an introductory chapter, two chapters on the major mathematical results on medial representations, five chapters on algorithms for extracting medial models from boundary or binary image descriptions of objects, and three chapters on applications in image analysis and other areas of study and design. These chapters have been integrated and combined with a mathematics notation appendix and a detailed glossary, bibliography and index. This book will serve the science and engineering communities using medial models and will provide learning material for students entering this field.

Caracteristici

The only consolidated account on medial representations to date Tutorial in nature and written for a general audience Includes mathematical notation appendices, a glossary of terms and a detailed index All of the chapters are written by world leaders in the theory and use of medial representations Organized into 3 logical parts: mathematics, algorithms and applications