https://github.com/rasmusrpaulsen/dtuimageanalysis

Exercises, data and other material for the DTU course 02502 Image Analysis
https://github.com/rasmusrpaulsen/dtuimageanalysis

analysis cameras image opencv scikit-image

Last synced: 13 days ago
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Exercises, data and other material for the DTU course 02502 Image Analysis

• Host: GitHub
• URL: https://github.com/rasmusrpaulsen/dtuimageanalysis
• Owner: RasmusRPaulsen
• License: cc-by-4.0
• Created: 2022-09-06T18:39:41.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-09-19T06:43:45.000Z (about 2 months ago)
• Last Synced: 2024-10-22T10:35:05.492Z (24 days ago)
• Topics: analysis, cameras, image, opencv, scikit-image
• Language: Python
• Homepage:
• Size: 52.7 MB
• Stars: 34
• Watchers: 3
• Forks: 76
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# DTU Course 02502 Image Analysis

An introductory course to image analysis at the [Technical University of Denmark](https://www.dtu.dk/).

This repository contains exercises and data for the DTU course [02502 Image Analysis](http://courses.compute.dtu.dk/02502/)

## Exercises

- [1 - Introduction to image analysis in Python](exercises/ex1-IntroductionToImageAnalysis)

- [1b - An introduction to principal component analysis (PCA)](exercises/ex1b-PCA)

- [2 - Cameras and Lenses](exercises/ex2-CamerasAndLenses)

- [2b - Change Detection in Videos](exercises/ex2b-ChangeDetectionInVideos)

- [3 - Pixelwise operations](exercises/ex3-PixelwiseOperations)

- [4 - Image Filtering](exercises/ex4-ImageFiltering)

- [4b - Image Morphology](exercises/ex4b-ImageMorphology)

- [5 - BLOB Analysis / Connected component analysis and object classification](exercises/ex5-BLOBAnalysis/)

- [6 - Pixel classification and object segmentation](exercises/ex6-PixelClassificationAndObjectSegmentation)

- [6b - Advanced Pixel Classification](exercises/ex6b-AdvancedPixelClassification)

- [7 - Geometric transformations and landmark based registration](exercises/Ex7-GeometricTransformationsAndRegistration)

- [8 - Cats, cats, and EigenCats](exercises/ex8-CatsCatsCats)

- [9 - Advanced Image Registration](exercises/ex9-AdvancedRegistration)

### Author

Rasmus R. Paulsen. DTU Compute (https://people.compute.dtu.dk/rapa/)

### License

This work is licensed under a

[Creative Commons Attribution 4.0 International License][cc-by].

[![CC BY 4.0][cc-by-image]][cc-by]

[cc-by]: http://creativecommons.org/licenses/by/4.0/

[cc-by-image]: https://i.creativecommons.org/l/by/4.0/88x31.png

[cc-by-shield]: https://img.shields.io/badge/License-CC%20BY%204.0-lightgrey.svg