https://github.com/wrathofrathma/image-segmentation
This is a quick project displaying image segmentation for a computer science class at Salisbury University.
https://github.com/wrathofrathma/image-segmentation
Last synced: 4 months ago
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This is a quick project displaying image segmentation for a computer science class at Salisbury University.
- Host: GitHub
- URL: https://github.com/wrathofrathma/image-segmentation
- Owner: wrathofrathma
- License: mit
- Created: 2019-05-05T04:08:39.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2019-05-13T04:22:55.000Z (about 6 years ago)
- Last Synced: 2024-12-27T19:29:34.532Z (5 months ago)
- Language: C++
- Homepage:
- Size: 1.59 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# An image segmentation program using graph based algorithms.
Kind of broken mess right now since I ran out of time when converting from a naive approach using local radius around each pixel and adding edges between ones within a certain tolerance to a more mature approach of SLIC. By failing I learned why SLIC uses a 5 dimensional coordinate system in labxy space. It's an easy way to track the location of each cluster as the center changes.
I think the next approach will probably use a slightly different graph layout where the clusters are in the graph acting as the only edges between pixels. It will open up minimum path algorithms.
### Technologies used
* SFML Graphics & Audio libraries for reading & writing the data.
* C++
* Boost graph library