Table of Contents
Introduction to Medical Image Segmentation
Introduction
Four Recent Eras of MIA
- 1984
The Era of 2D Analysis
1984 - 1991
Segmentation Advances
Motion Tracking
1992 -1998
Optimization-Based Approaches
Morphological Analysis
1999 and Beyond
Key Challenges for Future
Data Flow
Segmentation
Grayscale Information
Beyond Grayscale
Region Shape Properties
How to Describe the Problem?
How to Describe the Problem?
How to Describe the Problem?
How to Describe the Problem?
How to Describe the Problem?
An Easier Example
Input Slice
PPT Slide
Segmentation Processing
Step 1: Threshold
Segmentation Processing
Step 2: Invert
Segmentation Processing
Step 3: Mark Regions
Segmentation Processing
Step 4: Fill Holes
Step 4: Hole Filling
Step 4: Hole Filling
Results: Good Enough?
Region Shape Properties
Morphological Processing
Morphological Processing
Segmentation Processing
Final Result
Summary
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