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PaReLab

version 1.0 (3.25 MB) by

Pattern recognition lab, an image classification toolbox using Knn classifier and corss-validation.

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1, Data:

BnuCampus images and annotations.

2, DbInit:

Reading imageset with single or multiple labels into standard interface.

3, FeatureLbp:

Local Binary Pattern & Local Phase Quantization, based on (http://www.cse.oulu.fi/MVG/Downloads/LBPSoftware).

4, FeatureColorDescriptors:

Wrapped Koen's code (http://koen.me/research/colordescriptors/).

5, FeatureAsift:

Based on Yu's code (http://www.cmap.polytechnique.fr/~yu/research/ASIFT/demo.html).

6, FeatureDctQuantZigzag:

Discrete Cosine Transform, including quantization and zigzag-scanning.

7, ScSPM, according to the code by Jianchao Yang @ NEC Research Lab America (Cupertino).

8, KNN classifier:

Divide the training and test images (using cross validation), extract block features from multiple resolutions of each image, find nearest K samples to map their labels to test samples.

Comments and Ratings (2)

how can i run it please?

javad

javad (view profile)

MATLAB Release
MATLAB 7.10 (R2010a)

Download apps, toolboxes, and other File Exchange content using Add-On Explorer in MATLAB.

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PaReLab/

PaReLab/DbAnnot/ClassifierBayes/

PaReLab/DbAnnot/ClassifierKnn/

PaReLab/DbAnnot/ClassifierKnn/ClassifierVoting/

PaReLab/DbAnnot/ClassifierKnn/DbFeaSelection/

PaReLab/DbAnnot/ClassifierKnn/DbMiml/

PaReLab/DbAnnot/ClassifierKnn/Dist/

PaReLab/DbAnnot/ClassifierLsvm/

PaReLab/DbAnnot/ClassifierLsvm/large_scale_svm/

PaReLab/DbAnnot/ClassifierResult/

PaReLab/DbAnnot/ClassifierVisualSynset/

PaReLab/DbAnnot/

PaReLab/DbAnnot/DbDivde/

PaReLab/DbAnnot/DbNdCell/

PaReLab/DbMultiFea/DbFea/DbCache/

PaReLab/DbMultiFea/DbFea/

PaReLab/DbMultiFea/DbFea/FeatureAsift/

PaReLab/DbMultiFea/DbFea/FeatureColorDescriptors/

PaReLab/DbMultiFea/DbFea/FeatureColorDescriptors/colordescriptors21/

PaReLab/DbMultiFea/DbFea/FeatureColorDescriptors/FeatureConcat/

PaReLab/DbMultiFea/DbFea/FeatureColorHist/

PaReLab/DbMultiFea/DbFea/FeatureDctQuantZigzag/

PaReLab/DbMultiFea/DbFea/FeatureLbp/LBPMatlab/

PaReLab/DbMultiFea/DbFea/FeatureLbp/

PaReLab/DbMultiFea/DbFea/FeatureLbp/LPQMatlab/

PaReLab/DbMultiFea/DbFea/FeatureSift/

PaReLab/DbMultiFea/DbFea/FeatureSift/sift/

PaReLab/DbMultiFea/DbFea/ImageNd/ImageBlkproc/

PaReLab/DbMultiFea/DbFea/ImageNd/ImageBlkprocSize/

PaReLab/DbMultiFea/DbFea/ImageNd/ImageBlkprocZmatrix/

PaReLab/DbMultiFea/DbFea/ImageNd/ImageFeatureBag/

PaReLab/DbMultiFea/DbFea/ImageNd/

PaReLab/DbMultiFea/DbFeaDimreduction/

PaReLab/DbMultiFea/DbFeaDimreduction/DimReduction/ICA/

PaReLab/DbMultiFea/DbFeaDimreduction/DimReduction/

PaReLab/DbMultiFea/DbFeaDimreduction/DimReduction/PCA/

PaReLab/DbMultiFea/

PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringAp/Ap/apcluster/

PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringAp/Ap/

PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringKmeans/

PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringKmeans/KmeansDyang/ClusteringProcess_v0.5/

PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringKmeans/KmeansDyang/

PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringPost/

PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringProcessSim/

PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/

PaReLab/DbMultiFea/DbFeaStati/DbFeaDictionary/

PaReLab/DbMultiFea/DbFeaStati/DbFeaDictionary/GetDict/

PaReLab/DbMultiFea/DbFeaStati/DbFeaDictionary/GetWeights/

PaReLab/DbMultiFea/DbFeaStati/DbFeaPdf/PdfEmGmm/

PaReLab/DbMultiFea/DbFeaStati/DbFeaPdf/PdfEmGmm/gmmb/gmmbayestb-v1.0/

PaReLab/DbMultiFea/DbFeaStati/DbFeaPdf/PdfEmGmm/gmmb/

PaReLab/DbMultiFea/DbFeaStati/DbFeaPdf/PdfUbm/

PaReLab/DbMultiFea/DbFeaStati/DbFeaPdf/

PaReLab/DbMultiFea/DbFeaStati/

PaReLab/DbMultiFea/DbInit/

PaReLab/DbMultiFea/DbInit/DbLabels/