OUR CODE

prelim_351_project_demo_polyps.m:

Simple code to classify sun/moon images

Progress_update.m:

Shows efforts to process and extract features from normal/malignant mammograms

FINAL_CODE

Takes in flipped images, then Gabor filters them, histogram equalizes, and extracts all stats, then classifies. Also includes algorithm to iterate through features

Binarization:

Code using binarization to zero out background of histogram equalized image

Code Repository: Text

FILES

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PRELIMINARY DEMO

Basic Image Classification for Sun and Moon Images

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DATASET

Mammogram Images

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PROGRESS UPDATE CODE

Demonstrates potential pre-processing and feature extraction methods

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FINAL CODE

Extracts image histogram, GLCM, and FFT features

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BINARIZATION

Zeros out background of histogram equalized images

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Code Repository: Files