https://github.com/dito97/canny
Digital Signal and Image Processing (90520) final project at UniGe
https://github.com/dito97/canny
Last synced: about 1 year ago
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Digital Signal and Image Processing (90520) final project at UniGe
- Host: GitHub
- URL: https://github.com/dito97/canny
- Owner: DiTo97
- Created: 2021-06-15T11:05:49.000Z (about 5 years ago)
- Default Branch: master
- Last Pushed: 2021-06-15T12:39:16.000Z (about 5 years ago)
- Last Synced: 2025-04-03T12:56:49.830Z (about 1 year ago)
- Language: Jupyter Notebook
- Homepage:
- Size: 19.4 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Image segmentation
An in-depth overview of the problem of image segmentation within the digital image processing chain. The paper describes various approaches to image segmentation, i.e., region-oriented, line-oriented and hybrid approaches, and later focuses on edge detection as an example of image segmentation by analyzing Canny's ideal formal edge detector introduced in J. Canny, A Computational Approach to Edge Detection, 1986.
## Folder struccture
- `notebook` folder contains a Jupyter notebook with a Canny edge detector's implementation from scratch and related experiments against OpenCV's base implementation;
- `report` folder contains an overview of image segmentation with an edge detection perspective.