Medial representations: mathematics, algorithms and applications

The last half century has seen the development of many biological or physicaltheories 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. The 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. This book will serve the science and engineering communitiesusing medial models and will provide learning material for students entering this field. 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 INDICE: Introduction.- Part I Mathematics. 1. Local Forms and Transitions of the Medial Axis. 2. Geometry and Medial Structure.- Part II Algorithms. 3. Skeletons Via Shocks of Boundary Evolution. 4. Discrete Skeletons from Distance Transforms in 2D and 3D. 5. Voronoi Skeletons. 6. Voronoi Methods for 3D Medial Axis Approximation. 7. Synthesis, Deformation, and Statistics of 3D Objects via M-reps.- Part III Applications. 8. Statistical Applications with Deformable M-Reps. 9. 3D Model Retrieval Using Medial Surfaces. 10. From The Infinitely Large to the Infinitely Small.- A Notation. Glossary. References.

• ISBN: 978-1-4020-8657-1
• Editorial: Springer
• Encuadernacion: Cartoné
• Páginas: 413
• Fecha Publicación: 01/08/2008
• Nº Volúmenes: 1
• Idioma: Inglés