Zukić, Dženan: An efficient inflation method for segmentation of medical 3D imagesEine effiziente Inflationsmethode zur Segmentierung von medizinischen 3D Bildern. 2015
Inhalt
- Abstract
- Zusammenfassung
- Contents
- Introduction
- Technical Foundation
- Principle of Operation of MRI Scanner
- Properties and Artifacts of MRI Data
- Segmentation Approaches
- Measuring Precision
- Low-High Values
- Viola-Jones Object Detector
- Medical Background for Brain Tumors
- Related Work for Tumors in MRI
- Motivation for Spine Segmentation
- Spine Related Work
- Fine-Grained System Overview
- Segmentation of Brain Tumors
- Basic Segmentation of Vertebral Bodies
- Overview
- Initialization
- Segmenting the Vertebral Body
- Constrained Subdivision Hierarchy
- Finding Neighboring Vertebrae
- Pose Estimation Using Face-Merging
- Estimation of the Position of the Second Vertebral Body
- Estimating Positions of Other Vertebral Bodies
- Segmentation Correctness Measure
- Conclusion
- Robust Soft-Boundary Segmentation
- Initialized Parallelized Segmentation
- Overview
- Initial Vertebra Detection
- Segmentation of Vertebral Bodies
- Diagnosis
- Parameter Optimization
- Conclusion
- Spine Segmentation Results
- Conclusion
- Bibliography