Description
In this course, you will learn:
- Design an image segmentatation algorithm
- Extract meaningful data from images
- Understand the elements of image processing
Syllabus:
1. Introduction to Image Analysis
- Introduction to the Course
- Required Materials / Introduction to MIPAR
- Anatomy of an Image
- Image Analysis Workflow
- Practice Images
2. Fast-Track to Algorithm Development
- Introduction to the Fast Track
- Building a Basic Algorithm
- Cleaning a Messy Segmentation
- Noticing and Fixing Variation in an Image
- Highlighting Desired Features in Your Image
- Highlighting Desired Features in Your Image 2
- Removing Distractions from Your Image
- Iterative Refinement of a Segmentation
- Iterative Refinement of a Segmentation 2
- Identifying Large-Scale Structure in an Image
- Characterizing an Image by Multiple Segmentations