Skeletonization: Theory, Methods and Applications
Editat de Punam K Saha, Gunilla Borgefors, Gabriella Sanniti di Bajaen Limba Engleză Paperback – iun 2017
Part I includes theories and methods unique to skeletonization. Part II includes novel applications including skeleton-based characterization of human trabecular bone micro-architecture, image registration and correspondence establishment in anatomical structures, skeleton-based fast, fully automated generation of vessel tree structure for clinical evaluation of blood vessel systems.
- Offers a complete picture of skeletonization and its application to image processing, computer vision, pattern recognition and biomedical engineering
- Provides an in-depth presentation on various topics of skeletonization, including principles, theory, methods, algorithms, evaluation and real-life applications
- Discusses distance-analysis, geometry, topology, scale and symmetry-analysis in the context of object understanding and analysis using medial axis and skeletonization
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Specificații
ISBN-13: 9780081012918
ISBN-10: 0081012918
Pagini: 412
Dimensiuni: 191 x 235 x 20 mm
Editura: ELSEVIER SCIENCE
ISBN-10: 0081012918
Pagini: 412
Dimensiuni: 191 x 235 x 20 mm
Editura: ELSEVIER SCIENCE
Public țintă
Researchers in electronic engineering, biomedical engineering and computer science researching in image processing, computer vision, pattern recognition, and medical imagingCuprins
1. Skeletonization and its Applications- a Review
2. Multiscale 2D medial axes and 3D surface skeletons by the image foresting transform
3. Fuzzy Skeleton and Skeleton by Influence Zones: A Review
4. Unified Part-Patch Segmentation of Mesh Shapes using Surface Skeletons
5. Improving the Visual Aspect of the Skeleton and Simplifying its Structure
6. Curve Skeletonization using Minimum-Cost Path
7. Parallel skeletonization algorithms in the cubic grid based on critical kernels
8. Critical Kernels, Minimal Non-Simple Sets, and Hereditarily Simple Sets in Binary Images on n-Dimensional Polytopal Complexes
9. Characterization of Trabecular Bone Plate-Rod Micro-Architecture using Skeletonization and Digital Topologic and Geometric Analysis
10. Image Registration and Correspondence Establishment in Anatomical Structures based on Skeletonization
11. Skeletonization: Theory, Methods, and Applications
12. Skeletonization in Natural Images and Its Application to Object Recognition
2. Multiscale 2D medial axes and 3D surface skeletons by the image foresting transform
3. Fuzzy Skeleton and Skeleton by Influence Zones: A Review
4. Unified Part-Patch Segmentation of Mesh Shapes using Surface Skeletons
5. Improving the Visual Aspect of the Skeleton and Simplifying its Structure
6. Curve Skeletonization using Minimum-Cost Path
7. Parallel skeletonization algorithms in the cubic grid based on critical kernels
8. Critical Kernels, Minimal Non-Simple Sets, and Hereditarily Simple Sets in Binary Images on n-Dimensional Polytopal Complexes
9. Characterization of Trabecular Bone Plate-Rod Micro-Architecture using Skeletonization and Digital Topologic and Geometric Analysis
10. Image Registration and Correspondence Establishment in Anatomical Structures based on Skeletonization
11. Skeletonization: Theory, Methods, and Applications
12. Skeletonization in Natural Images and Its Application to Object Recognition