02502/02503 DTU Image Analysis Exercises
Exercise Theory - Advanced Image Registration
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02502/02503 DTU Image Analysis Exercises
Overview
Overview
Installation and Setup Guide
Installation and Setup Guide
Conda and VS Code Setup
Running code from a command line interface
Figures in Notebooks
Data and GitHub
1) Introduction to Image Analysis
1) Introduction to Image Analysis
Imports and Functions
Exercises
1b) Principal Component Analysis (PCA) in Python
1b) Principal Component Analysis (PCA) in Python
Exercises
2) Cameras and Lenses
2) Cameras and Lenses
Exercises
2b) Change Detection in Videos
2b) Change Detection in Videos
Imports and Functions
Exercises
3) Pixelwise Operations
3) Pixelwise Operations
Imports and Functions
Exercises
4) Image Filtering
4) Image Filtering
Imports and Functions
Exercises
4b) Image Morphology
4b) Image Morphology
Imports and Functions
Exercises
5) BLOB Analysis (connected component analysis and object classification)
5) BLOB Analysis (connected component analysis and object classification)
Imports and Functions
Exercises
6) Pixel Classification and Object Segmentation
6) Pixel Classification and Object Segmentation
CT and Housfield Units
Imports and Functions
Exercises
6b) Advanced Segmentation (Fisherman's LDA for Segmentation)
6b) Advanced Segmentation (Fisherman's LDA for Segmentation)
Exercise Theory - LDA
Imports and Functions
Exercises
7) Geometric Transformations and Landmark Based Registration
7) Geometric Transformations and Landmark Based Registration
Imports and Functions
Exercises
8) Cats, Cats, and EigenCats!
8) Cats, Cats, and EigenCats!
Imports and Functions
Exercises
9) Advanced 3D Registration
9) Advanced 3D Registration
Exercise Theory - Advanced Image Registration
Imports and functions
Exercises
10) Viola-Jones Style Object Detection
10) Viola-Jones Style Object Detection
Advice for this exercise
Exercises
11) Camera, Lenses and subpixel averaging (NOT CURRICULUM SPRING 2026)
11) Camera, Lenses and subpixel averaging (NOT CURRICULUM SPRING 2026)
Imports and functions
Exercises
12) Path tracing (NOT CURRICULUM SPRING 2026)
12) Path tracing (NOT CURRICULUM SPRING 2026)
Imports and functions
Exercises
Exercise Theory - Advanced Image Registration
Latest Page Update: 23-09-2026