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README.md

README.md

 
 

RGB2Lab.m

RGB2Lab.m

 
 

Untitled.m

Untitled.m

 
 

batchToVisualWords.m

batchToVisualWords.m

 
 

buildRecognitionSystem.m

buildRecognitionSystem.m

 
 

computeDictionary.m

computeDictionary.m

 
 

createFilterBank.m

createFilterBank.m

 
 

dictionary.mat

dictionary.mat

 
 

distanceToSet.m

distanceToSet.m

 
 

driver.m

driver.m

 
 

evaluateRecognitionSystem.m

evaluateRecognitionSystem.m

 
 

extractFilterResponses.m

extractFilterResponses.m

 
 

getFilterBankAndDictionary.m

getFilterBankAndDictionary.m

 
 

getImageFeatures.m

getImageFeatures.m

 
 

getImageFeaturesSPM.m

getImageFeaturesSPM.m

 
 

getVisualWords.m

getVisualWords.m

 
 

guessImage.m

guessImage.m

 
 

vision.mat

vision.mat

 
 

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UB-Scene-Classification

This is the first assignment for UB CSE 573. The task is to try and determine where a photograph was taken. The bag of visual words approach was followed with spatial pyramid matching for classifying the scene into different categories.

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Scene Classification

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spatial-analysis kmeans-clustering scene-recognition

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