Scene-Classification/baseline_LLC.m at master · Urmish/Scene-Classification · GitHub

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imageFileList = { 'p1010847.jpg', 'p1010846.jpg','p1010845.jpg','p1010844.jpg','p1010843.jpg'};
imageBaseDir = 'images';
dataBaseDir = 'data';
params.maxImageSize = 1000;
params.gridSpacing = 8;
params.patchSize = 16;
params.dictionarySize = 200;
params.numTextonImages = 50;
params.pyramidLevels = 3;
params.maxImageSize = 1000;
params.gridSpacing = 8;
params.patchSize = 16;
params.dictionarySize = 200;
params.numTextonImages = 50;
params.pyramidLevels = 3;
params.neighbors = 5;
canSkip = 1;
pfig = figure();
GenerateSiftDescriptors( imageFileList, imageBaseDir, dataBaseDir, params, canSkip, pfig );
featureSuffix = '_sift.mat';
CalculateDictionary( imageFileList, imageBaseDir, dataBaseDir, featureSuffix, params, canSkip, pfig );
featureSuffix = '_sift.mat';
pyramid_all = CompilePyramid_LLC( imageFileList, dataBaseDir, featureSuffix, params, pfig );