yufanana / ImageAnalysis02502

DTU course 02502 Image Analysis, Spring 2023

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ImageAnalysis02502

This repository contains materials used as part of the course 02502 Image Analysis, at DTU in Spring 2023. It features the code I prepared for exercises and exams.

The official repository for the course can be found here.

Exercises

  • 1 - Introduction to image analysis in Python
  • 1b - An introduction to principal component analysis (PCA)
  • 2 - Cameras and Lenses
  • 2b - Change Detection in Videos
  • 3 - Pixelwise operations
  • 4 - Image Filtering
  • 4b - Image Morphology
  • 5 - BLOB Analysis / Connected component analysis and object classification
  • 6 - Pixel classification and object segmentation
  • 6b - Advanced Pixel Classification
  • 7 - Geometric transformations and landmark based registration
  • 8 - Cats, cats, and EigenCats
  • 9 - Advanced Image Registration

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DTU course 02502 Image Analysis, Spring 2023


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Language:Jupyter Notebook 99.9%Language:Python 0.1%Language:MATLAB 0.0%