https://github.com/itzmeanjan/filterit
Image Processing Algorithms implemented from scratch with in-built concurrency support <3
https://github.com/itzmeanjan/filterit
filter filtering image-filtering image-morphing java-image log-transformation mean-filter median-filter median-filtering mode-filter otsu-algorithm otsu-thresholding pixel-transformation rotation segmentation
Last synced: about 2 months ago
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Image Processing Algorithms implemented from scratch with in-built concurrency support <3
- Host: GitHub
- URL: https://github.com/itzmeanjan/filterit
- Owner: itzmeanjan
- License: mit
- Created: 2020-02-23T11:32:59.000Z (about 5 years ago)
- Default Branch: master
- Last Pushed: 2020-05-27T08:09:57.000Z (almost 5 years ago)
- Last Synced: 2024-10-06T13:42:12.357Z (8 months ago)
- Topics: filter, filtering, image-filtering, image-morphing, java-image, log-transformation, mean-filter, median-filter, median-filtering, mode-filter, otsu-algorithm, otsu-thresholding, pixel-transformation, rotation, segmentation
- Language: Java
- Homepage: https://itzmeanjan.github.io/filterIt/
- Size: 38.8 MB
- Stars: 3
- Watchers: 3
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
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README
# filterIt
**Image processing algorithms implemented from scratch in Java, with in-built concurrency support** :heavy_check_mark:
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_Help me in improving it :)_
## usage
This Java library can be used for image processing ops, it has a lot of algorithms implemented
with built-in concurrency support _( using Java thread pool )_. Consider using it in your next project.
Check API documentation, _made with javadoc_, [here](./README.md/#api-documentation).
_Usage example can be found [here](./docs/example.md)._
## download
Get precompiled jar [here](./release/in.itzmeanjan.filterit.jar).
## implementation(s)
Following list denotes algorithms implemented in `filterIt`.
### Spatial Filters _( Concurrency incorporated )_
- [x] [Mean Filter](./docs/meanFilter.md)
- [x] [Median Filter](./docs/medianFilter.md)
- [x] [Mode Filter](./docs/modeFilter.md)
- [x] [Min Filter](./docs/minFilter.md)
### Edge Detection Filters _( Concurrency incorporated )_
- [x] [Sobel Filter](./docs/sobelFilter.md)
- [x] [Prewitt Filter](./docs/prewittFilter.md)
- [ ] Laplacian Filter
- [x] [using Dilation](./docs/edgeDetectionUsingDilation.md)
- [x] [using Erosion](./docs/edgeDetectionUsingErosion.md)
### Gray Scaling
- [x] [Gray Scaling](./docs/grayscaling.md)
### Pixel Transformation _( Concurrency incorporated )_
- [x] [Inverse Transformation](./docs/inverseTransformation.md)
- [x] [Gamma Correction](./docs/gammaCorrection.md)
- [x] [Log Transformation](./docs/logTransformation.md)
- [x] [Inverse Log Transformation](./docs/inverseLogTransformation.md)
- [x] [Histogram Equalization](./docs/histogramEqualization.md)
- [x] [Contrast Stretching](./docs/contrastStretching.md)
### Image Transposition
- [x] [Transposed Image](./docs/transpose.md)
### Rotation _( Concurrency incorporated )_
- Basic Rotation
- [x] [Horizontal Rotation](./docs/horizontalRotation.md)
- [x] [Vertical Rotation](./docs/verticalRotation.md)
- Compound Rotation
- [x] [Clockwise Rotation](./docs/clockwiseRotation.md)
- [x] [Anti-Clockwise Rotation](./docs/antiClockwiseRotation.md)
### Arithmetic Operator(s) _( Concurrency incorporated )_
- [x] [Addition](./docs/additionOp.md)
- [x] [Subtraction](./docs/subtractionOp.md)
- [x] [Multiplication](./docs/multiplicationOp.md)
- [x] [Division](./docs/divisionOp.md)
### Bitwise Operator(s) _( Concurrency incorporated )_
- [x] [Bitwise OR](./docs/bitwiseOROp.md)
- [x] [Bitwise AND](./docs/bitwiseANDOp.md)
- [x] [Bitwise XOR](./docs/bitwiseXOROp.md)
- [x] [Bitwise Right Shift](./docs/bitwiseRightShiftOp.md)
- [x] [Bitwise Left Shift](./docs/bitwiseLeftShiftOp.md)
### Affine Transformation _( Concurrency incorporated )_
- [x] [Translation](./docs/translation.md)
- [x] [Rotation](./docs/rotation.md)
- [x] [Scaling](./docs/scale.md)
### Segmentation
- [x] [Automatic Thresholding](./docs/automaticThresholding.md)
- [x] [Region Growing](./docs/regionGrowing.md)
### Morphological Ops
- [x] [Dilation](./docs/dilation.md)
- [x] [Erosion](./docs/erosion.md)
### Image Smoothing
- [x] [Opening](./docs/opening.md)
- [x] [Closing](./docs/closing.md)
## API documentation
Check [here](https://itzmeanjan.github.io/filterIt/javadoc/)
## contribution
If you want to help me in improving this package, you're very much welcome.
First fork this repo & then clone it into your machine.
Now you can start working on it by creating a new branch.
Finally, submit a PR :wink:
What I'm currently interested in is, **improving concurrency in filters**.
You might consider helping me there.
_Thanking you ..._