02502/02503 DTU Image Analysis Exercises

Exercise Theory - LDA

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02502/02503 DTU Image Analysis Exercises

Overview
Overview
Installation and Setup Guide
Installation and Setup Guide
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
6b) Advanced Segmentation (Fisherman's LDA for Segmentation)
6b) Advanced Segmentation (Fisherman's LDA for Segmentation)
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
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 - LDA

Latest Page Update: 23-09-2026

Imports and Functions

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