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책 정보
· 분류 : 외국도서 > 기술공학 > 기술공학 > 공학일반
· ISBN : 9780128136577
· 쪽수 : 698쪽
· 출판일 : 2023-09-27
목차
Introduction 1. Historical perspective on Medical Image Analysis 2. Brief Introduction to Medical Imaging Modalities 3. Mathematical Preliminaries and Notation
Image Representation 4. Image Representation and Filtering 5. Multi-scale Image Representation 6. Multi-resolution Image Representation 7. Multi-dimensional Image Representation
Feature Detection, Analysis and Tracking 8. Feature Detection and Texture Analysis 9. Tracking of Salient Points
Image Segmentation 10. Clustering-based Segmentation 11. Statistical Model-based Segmentation 12. Implicit Model-based Segmentation 13. Segmentation of Tree-like Structures
Image Registration 14. Points and Surface Registration 15. Graph Matching 16. Volumetric Rigid Registration 17. Volumetric Non-Rigid Registration 18. Image Mosaicking
Motion, Deformation and Growth Analysis 19. Motion Recovery and Analysis 20. Deformation Recovery and Analysis 21. Development, degeneration, and growth analysis
Medical Image Analysis in Large Scale Databases 22. Detection and counting in large databases 23. Segmentation and classification 24. Population atlases and variability
Design and Validation of Medical Image Analysis Methods 25. Designing Translational Solutions in Medical Image Analysis 26. Assessment of Medical Image Computing Methods
