GitHub - plartoo/product_image_classifier: Code used to classify shoe product images using SIFT and bag-of-word model.

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Code used to classify shoe product images using SIFT and bag-of-word model.

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
canny_edge_test		canny_edge_test
README.txt		README.txt
chi2Dist.m		chi2Dist.m
chi2TestConfusionMatrices.m		chi2TestConfusionMatrices.m
paramSweep.m		paramSweep.m
phogDistances.m		phogDistances.m
plotKeypoints.m		plotKeypoints.m
poster.pdf		poster.pdf
reviewParams.m		reviewParams.m
sigmasRandom.m		sigmasRandom.m
signatureDistances.m		signatureDistances.m
tech_report.pdf		tech_report.pdf
test_ikmeans.m		test_ikmeans.m
writeDescriptionOfRun.m		writeDescriptionOfRun.m

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Some of the critical parts of the MATLAB code that I co-wrote to label different shoe images using bag-of-words model.
There are other dependency files (especially related to extracting SIFT features) that are too much to be included here (this project was completed in 2009).
More detailed explanation and overview can be found in "tech_report.pdf" and "poster.pdf" respectively.