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Search results for matlab pca
matlab
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pca
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76 search results found
Lrslibrary
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741
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
Mathematics
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386
数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合
Local Feature Evaluation
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208
Comparative Evaluation of Hand-Crafted and Learned Local Features
Ml Course
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168
Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
Machinelearningex
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159
Coursera上斯坦福大学的机器学习编程作业——Andrew Ng
Miscellaneous R Code
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140
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely superseded by the models-by-example repo.
Ross
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117
Robust Offline Spike Sorter
Robustpca
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109
Robust PCA implementation and examples (Matlab)
Fastrpca
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77
Matlab code for all variants of robust PCA and SPCP
Classifiertoolbox
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75
A MATLAB toolbox for classifier: Version 1.0.7
Brainager
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66
Software for generating a brain-predicted age value, using Gaussian Processes regression, implemented in R
Gift
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57
Group ICA/IVA software (MATLAB)
Tensor Demo
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56
A quickstart guide to tensor decomposition
Patternrecognition_matlab
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39
Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of classification algorithm are implemented: Support Vector Machine (SVM), Gaussian Quadratic Maximum Likelihood and K-nearest neighbors (KNN) and Gaussian Mixt
Palmnet
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31
Source code for the 2019 IEEE TIFS paper "PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition"
Meda Toolbox
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29
Multivariate Exploratory Data Analysis Toolbox for Matlab
Tensor_tools
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29
张量分解算法整理
Combining3dmorphablemodels
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29
Project Page of Combining 3D Morphable Models: A Large scale Face-and-Head Model - [CVPR 2019]
Hrtf Individualization
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28
Head-related Transfer Function Customization Process through Slider using PCA and SH in Matlab
Federated_pca
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27
Federated Principal Component Analysis Revisited!
Astroebsd
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25
AstroEBSD - indexing tool for EBSD patterns
Mppca_denoise
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23
Fair Pca
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23
Code of Fair PCA algorithm introduced in the paper "The Price of Fair PCA: One Extra Dimension"
Mlc_toolbox
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23
A MATLAB/OCTAVE library for Multi-Label Classification
Changedetectionpcakmeans
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20
MATLAB implementation for "Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k-Means Clustering".
Face Recognition
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20
A GPU-accelerated real-time face recognition system based on classical machine learning algorithms
Online_psp_matlab
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19
Benchmark of online PCA algorithms
Grassmann Averages Pca
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19
Robust and scalable PCA using Grassmann averages, in C++ with Matlab bindings
Fit
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18
Fusion ICA Toolbox (MATLAB)
Moses
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17
Streaming, Memory-Limited, r-truncated SVD Revisited!
Ldr
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17
code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research
Projection Pursuit
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16
Code for performing various projection pursuit routines
Digital Image Processing Algorithms
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15
SJTU CS386 Digital Image Processing
Simclda
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13
Prediction of lncRNA-disease associations based on inductive matrix completion
Panoramicrpca
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13
Panoramic robust PCA for foreground-background separation on noisy, free-motion camera video
Bksvd
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13
Fast randomized block Krylov method for the singular value decomposition
Neural Component Analysis
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12
This repository is mainly to show the source code of neural component analysis.
Fusionnet
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12
Source code for the 2019 IEEE CIVEMSA paper "Touchless palmprint and finger texture recognition: A Deep Learning fusion approach"
Pca_music
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12
Matlab code for my paper "Bayesian inference for PCA and MUSIC algorithms with unknown number of sources", IEEE Trans. on signal processing, 2018
Fse
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11
Feature Selection and Extraction
Kpca
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11
Kernel PCA and Pre-Image Reconstruction
Cs229 Machine Learning Solar Energy Predictions
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10
Predicting solar energy using machine learning (LSTM, PCA, boosting). This is our CS 229 project from autumn 2017. Report and poster are included.
Sparsepca
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10
Sparse principal component analysis as a nonlinear eigenproblem
Matlab Kernel Pca
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10
MATLAB Kernel PCA: PCA with training data , projection of new data
Lf Editing
⭐
10
Editing Light Fields
Rock Pca
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9
Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data
Facerecogition_pca_lda
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9
Matlab Code
Frpca_sparse
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9
fast randomized PCA for sparse data
Deep_image_fusion2
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9
Multi-Sensor Image (infrared and visible) Fusion using deep learning framework, Principal Component Analysis, Discrete Wavelet Transform
Ac Pca
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9
AC-PCA: simultaneously performs dimension reduction and adjustment for confounding variation
Lssvm_prediction
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8
Signal prediction by using LSSVM with PSO and PSR
Demo_fusionnet
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8
Demonstration of FusionNet for touchless palmprint and finger texture recognition. Based on the source code for the 2019 IEEE CIVEMSA paper "Touchless palmprint and finger texture recognition: A Deep Learning fusion approach"
Spectral Unmixing Cofactor N Findr Fast N Findr Fast Endmember Extraction
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8
Spectral unmixing; Fast N-FINDR; Fast endmember extraction;
Prostate_cancer_detection
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8
CS 598 - Machine Learning for Signal Processing Project
Mp Pca Denoising
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7
Matlab implementation of Marchenko Pastur denoising (Veraart et al, NeuroImage 142 (2016) 394–406)
Hapod
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7
HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition
Face_recognition
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7
Matlab code for face recognition (CS229 Course Project).
Machine_learning
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7
Machine Learning - Coursera.org
Suppca
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6
Supervised Principal Component Analysis Codes
Facerecgsys
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6
Face Recognition System using Matlab; Algorithms: LBP, PCA, KNN, SVM and Naive Bayes
Unsupervised Distance Metric Learning Toolkits
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6
Unsupervised Distance Metric Learning ToolKits in Matlab
Eeg Clustering
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6
Signal processing and clustering of EEG signals
Epca
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6
ePCA implementation, as described in "ePCA: High Dimensional Exponential Family PCA"
Autoencoder
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6
Reducing the Dimensionality of Data with Neural Network
Tractus
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6
MATLAB functions for PCA-based dynamic ultrasound image analysis
Computervision Localfeatures
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6
Computer Vision - Local Features (HARRIS, MSER, SIFT, PCA-SIFT, GLOH)
Bpls
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5
Bayesian Partial Least Squares
Cuda Rpca Admm
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5
A CUDA implementation of performing Robust PCA for foreground-background separation, using ADMM for optimization.
2dpcal1 S
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5
Scripts for the paper: 2DPCA with L1-norm for simultaneously robust and sparse modelling.
Blog Post About Pca
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5
このページでは、主成分分析について詳しく説明し、MATLABコードによる実装を通した理解の確かめや、
Sacc
⭐
5
Pitch detection by Subband Autocorrelation Classification
Onlinemaxnorm Nips2014
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5
Matlab code for NIPS 2014 work "Online Optimization for Max-Norm Regularization"
Facerecognition
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5
Approach at solving the problem of Face Recognition using dimensionality reduction algorithms like PCA and LDA
Ipsvrg
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5
A light MATLAB package for acceleration of SVRG and Katyusha X by inexact preconditioning.
Change Detection Pca Kmeans
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5
Unsupervised Change Detection Algorithm using PCA and K-Means Clustering
Subsampled Rtr
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5
Subsampled Riemannian trust-region (RTR) algorithms
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