GitHub - shreyashampali/TextonBoost: Matlab implementation of TextonBoost algorithm : https://webdocs.cs.ualberta.ca/~btap/readings/papers/CRF_TextonBoost

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
Bk_matlab		Bk_matlab
car		car
README.txt		README.txt
alphaExpansion.m		alphaExpansion.m
classifier.m		classifier.m
generateFilters.m		generateFilters.m
generateTextonFilter.m		generateTextonFilter.m
gentleBoost.m		gentleBoost.m
getFeatureVectorsinImage.m		getFeatureVectorsinImage.m
getTextonMap.m		getTextonMap.m

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1. TextonBoost algorithm (https://webdocs.cs.ualberta.ca/~btap/readings/papers/CRF_TextonBoost_ECCV2006.pdf) implementation in matlab
2. Currently works for single class classification. Multi-class classification not supported
3. Usage :
	1. gentleBoost.m - Classifier training
	2. classifier.m  - Image classification using the classifier trained in gentleBoost.m
	3. generateFilters.m, getTextonMap.m, getFeatureVectorsinImage.m, generateTextonFilter.m and alphaExpansion.m - supporting codes for above two programs
4. Input images : Training and testing images for a particular class should be stored in this directory structure format : "<class_name>/training" and "<class_name>/testing"