PaReLab
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.
Cite As
yangdongbjcn (2024). PaReLab (https://www.mathworks.com/matlabcentral/fileexchange/36478-parelab), MATLAB Central File Exchange. Retrieved .
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- AI, Data Science, and Statistics > Statistics and Machine Learning Toolbox > Cluster Analysis and Anomaly Detection > Nearest Neighbors >
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PaReLab/
PaReLab/DbAnnot/
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/DbDivde/
PaReLab/DbAnnot/DbNdCell/
PaReLab/DbMultiFea/
PaReLab/DbMultiFea/DbFea/
PaReLab/DbMultiFea/DbFea/DbCache/
PaReLab/DbMultiFea/DbFea/FeatureAsift/
PaReLab/DbMultiFea/DbFea/FeatureColorDescriptors/
PaReLab/DbMultiFea/DbFea/FeatureColorDescriptors/FeatureConcat/
PaReLab/DbMultiFea/DbFea/FeatureColorDescriptors/colordescriptors21/
PaReLab/DbMultiFea/DbFea/FeatureColorHist/
PaReLab/DbMultiFea/DbFea/FeatureDctQuantZigzag/
PaReLab/DbMultiFea/DbFea/FeatureLbp/
PaReLab/DbMultiFea/DbFea/FeatureLbp/LBPMatlab/
PaReLab/DbMultiFea/DbFea/FeatureLbp/LPQMatlab/
PaReLab/DbMultiFea/DbFea/FeatureSift/
PaReLab/DbMultiFea/DbFea/FeatureSift/sift/
PaReLab/DbMultiFea/DbFea/ImageNd/
PaReLab/DbMultiFea/DbFea/ImageNd/ImageBlkproc/
PaReLab/DbMultiFea/DbFea/ImageNd/ImageBlkprocSize/
PaReLab/DbMultiFea/DbFea/ImageNd/ImageBlkprocZmatrix/
PaReLab/DbMultiFea/DbFea/ImageNd/ImageFeatureBag/
PaReLab/DbMultiFea/DbFeaDimreduction/
PaReLab/DbMultiFea/DbFeaDimreduction/DimReduction/
PaReLab/DbMultiFea/DbFeaDimreduction/DimReduction/ICA/
PaReLab/DbMultiFea/DbFeaDimreduction/DimReduction/PCA/
PaReLab/DbMultiFea/DbFeaStati/
PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/
PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringAp/Ap/
PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringAp/Ap/apcluster/
PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringKmeans/
PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringKmeans/KmeansDyang/
PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringKmeans/KmeansDyang/ClusteringProcess_v0.5/
PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringPost/
PaReLab/DbMultiFea/DbFeaStati/DbFeaClustering/ClusteringProcessSim/
PaReLab/DbMultiFea/DbFeaStati/DbFeaDictionary/
PaReLab/DbMultiFea/DbFeaStati/DbFeaDictionary/GetDict/
PaReLab/DbMultiFea/DbFeaStati/DbFeaDictionary/GetWeights/
PaReLab/DbMultiFea/DbFeaStati/DbFeaPdf/
PaReLab/DbMultiFea/DbFeaStati/DbFeaPdf/PdfEmGmm/
PaReLab/DbMultiFea/DbFeaStati/DbFeaPdf/PdfEmGmm/gmmb/
PaReLab/DbMultiFea/DbFeaStati/DbFeaPdf/PdfEmGmm/gmmb/gmmbayestb-v1.0/
PaReLab/DbMultiFea/DbFeaStati/DbFeaPdf/PdfUbm/
PaReLab/DbMultiFea/DbInit/
PaReLab/DbMultiFea/DbInit/DbLabels/
Version | Published | Release Notes | |
---|---|---|---|
1.0.0.0 |