Skeletonization: Theory, Methods and Applications
Editat de Punam K Saha, Gunilla Borgefors, Gabriella Sanniti di Bajaen Limba Engleză Paperback – 31 mai 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