https://github.com/abdulfatir/bloodanalysisprototype
https://github.com/abdulfatir/bloodanalysisprototype
Last synced: 6 months ago
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- Host: GitHub
- URL: https://github.com/abdulfatir/bloodanalysisprototype
- Owner: abdulfatir
- Created: 2015-03-21T11:23:54.000Z (over 10 years ago)
- Default Branch: master
- Last Pushed: 2015-03-23T20:49:33.000Z (over 10 years ago)
- Last Synced: 2025-02-09T07:41:31.913Z (8 months ago)
- Language: Java
- Size: 156 KB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# bloodanalysisprototype
Simple example/prototype programs for GSoC project by Helikar Lab - Mobile-Based Blood-Sample Image Analysis software.
This repo currently has:
a) MedianFilter.java - A sample implementation of the classic median filter which can be used in step 2 for image pre-processing/noise reduction.
b) IntensityMap.java - Though the project has to be accomplished in 3D (Calculating volumes) this program converts image to a colored intensity map in 2D.
c) OtsuSegmentation.java - An implementation of Otsu's algorithm to find the threshold for segmenting an image into a binary image.
d) Convolution.java - An implementation of Kernel matrix convolution which can be used for different jobs like - blurring, mean filtering, edge detection (sobel etc.)
e) Hough.m - A MATLAB demonstration of usage of Hough Transform for detection of circular areas in image. It uses Canny Edge detection as its first step.
f) Otsu.m - A MATLAB demonstration of Otsu Segmentation.
g) Watershed_Seg.m - A MATLAB demonstration of watershed algorithm for segmentation of image and pattern recognition.