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updated 11 months ago

Uncorrelated Multilinear Discriminant Analysis (UMLDA) by Haiping Lu

The codes implement the Uncorrelated Multilinear Discriminant Analysis (UMLDA) algorithm. (dimensionality reduct..., face recognition, feature extraction)

CombR1s=calcR1(allnewfeas,gnd,trainIdx,testIdx)

MaxSWLmds=estMaxSWEV(TX,gndTX)

RUMLDA(TX,gndTX,numP,gamma,MaxSWLmds,iInit)

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updated 2 years ago

Multilinear Principal Component Analysis (MPCA) by Haiping Lu

The codes implement two algorithms: Multilinear Principal Component Analysis (MPCA) and MPCA+LDA. (image processing, video processing, dimensionality reduct...)

MPCA(TX,gndTX,testQ,maxK)

MPCALDA(TX,gndTX,MPCADADim,testQ,maxK)

[GaitDBDir,probes,numprobe]=testData

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updated 2 years ago

Binary Image Watermarking/Data Hiding: Data, Algorithms, and Distortion Measure by Haiping Lu

A package on binary image watermarking/data hiding, including data, algorithms & distortion measure. (watermarking, data hiding, binary image)

DRDValue=CalImDistDRD(OriImg,DistImg,MaskSize)

DesignNoise(ImName,Dimention,IgnoreT,blksize,IncVal,Diffe...

DistTable=CalDisTable(ImName,Dimention)

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updated 2 years ago

Regularized Common Spatial Pattern with Aggregation (R-CSP-A) for EEG Classiļ¬cation by Haiping Lu

The codes implement the Regularized Common Spatial Pattern with Aggregation (R-CSP-A) algorithm. (signal processing, medical, braincomputer interfa...)

FDA.m

W=RegCsp(EEGdata,gnd,genSs,genMs,beta,gamma)

demoR-CSP-Aggr.m

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updated 2 years ago

Uncorrelated Multilinear Principal Component Analysis (UMPCA) by Haiping Lu

The codes implement the Uncorrelated Multilinear Principal Component Analysis (UMPCA) algorithm. (dimensionality reduct..., feature extraction, image processing)

UMPCA(TX,numP)

maxeig(A)

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