vivekarvind / face_recognition_PCA_LDA_KNN_KernelSVM_Dimensionality_Reduction
This project focuses on face recognition problem with respect to 5-fold cross validation, dimensionality reduction based on benchmark algorithms like K – Nearest Neighbor, Principal Component Analysis, Linear Discriminant Analysis and Kernel Support Vector Machine
☆8Updated 9 years ago
Alternatives and similar repositories for face_recognition_PCA_LDA_KNN_KernelSVM_Dimensionality_Reduction
Users that are interested in face_recognition_PCA_LDA_KNN_KernelSVM_Dimensionality_Reduction are comparing it to the libraries listed below
Sorting:
- Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approa…☆72Updated 3 years ago
- a simple test for understanding the theory of GAN, [matlab code]☆12Updated 7 years ago
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆24Updated 10 years ago
- ☆16Updated 7 years ago
- power spectrum using fft, waveforms and amplitude spectrums for delta, alpha, gamma, beta and theta bands☆12Updated 8 years ago
- Principal Component Analysis☆26Updated 9 years ago
- ALOT dataset ,multi-class SVM,AdaBoost,K-SVD,LBP,HOG,Gabor☆24Updated 6 years ago
- Using CNN features, SVM classifier and Transfer Learning☆12Updated 9 years ago
- Feature Selection and Extraction☆19Updated 9 years ago
- Source codes for paper "Enhanced sparse period-group lasso for bearing fault diagnosis"☆18Updated 5 years ago
- ECG signal denoising using Ensemble Empirical Mode Decomposition and R peak detection (cardiac frequency) using Hilbert Transform.☆70Updated 6 years ago
- Matlab implementation of a Generative Adversarial Network☆23Updated 7 years ago
- 利用最小二乘支持向量机进行分类器建模,改进鲸鱼算法(基于冯洛伊曼拓扑的鲸鱼算法)进行超参数寻优☆40Updated 5 years ago
- Wavelet transform and SVM are used to identify awake or sleep based on EEG signal.☆18Updated 2 years ago
- Kernel Sparse Representation for Time Series Classification☆17Updated 10 years ago
- Familiarization with Higher Order Statistics (Spectra) and ARMA (Autoregressive Moving Average) models. Time Frequency Analysis technique…☆10Updated 3 years ago
- Regularized K-SVD Algorithm☆46Updated 8 years ago
- from https://github.com/fuzimaoxinan/Tensorflow-Deep-Neural-Networks☆7Updated 7 years ago
- Linear Discriminant Analysis based on Matlab☆18Updated 8 years ago
- 使用遗传算法优化支持向量机/Optimization of support vector machine using genetic algorithm☆38Updated 3 years ago
- Example code for how to write an SVM classifier in MATLAB☆31Updated 11 years ago
- This repository contains the source code for four oversampling methods that I wrote in MATLAB: 1) SMOTE 2) Borderline SMOTE 3) Safe Level…☆36Updated 8 years ago
- Magnetic resonance imaging (MRI) images are known to be sparse. This is an implementation using non-convex penalty function that encourag…☆19Updated 5 years ago
- about how to use CNN with one dimensional signal☆29Updated 6 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆87Updated 2 years ago
- 基于cnn和lstm的动作视频序列识别☆15Updated 6 years ago
- Using Bayesian optimization to optimaze the network of CNN,which is used in fault diagnosis☆15Updated 3 years ago
- Used as transfer learning deep learning toolbox for matlab☆13Updated 9 years ago
- 对比PCA、基于LDA改进的PCA、NMF、LNMF、FNMF以及基于稀疏矩阵的判别(SRC)的人脸识别☆14Updated 6 years ago
- Classify various radiology images into respective categories.Being done using various shape and texture features for feature extraction a…☆10Updated 8 years ago