Face-Recognition-Using-PCA
Face Recognizer
An implementation of Principal Components Analysis algorithm in MATLAB for facial recognition
Implemented Principal Components Analysis algorithm in MATLAB for face recognition. Compared two faces by projecting the images into Eigenface space and measure the Euclidean distance between them
56 stars
3 watching
15 forks
Language: Matlab
last commit: over 7 years ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
david-guo/face_recognize | An implementation of PCA-based face recognition in MATLAB using a GUI | 200 |
jaimeivancervantes/facerecognition | This project implements techniques for face recognition using PCA, Fisher's LDA, and SVMs. | 39 |
xiaoyang-rebecca/patternrecognition_matlab | An investigation into feature reduction and classification methods for pattern recognition using various techniques such as PCA, LDA, and SVM. | 71 |
maoxu/joint_bayesian | Realizes an algorithm from a Bayesian face recognition paper using Matlab. | 36 |
dlaptev/robustpca | A Matlab implementation of Robust Principal Component Analysis (PCA) with an ADMM optimization method for matrix factorization. | 196 |
mljs/pca | Tool for reducing dimensionality of data by identifying and preserving the most informative directions. | 97 |
zhanglaplace/paperpaper | A collection of papers and research on facial expression recognition, face verification, object detection, and paper/ book recognition using deep learning techniques. | 23 |
georg-jung/explain-face-rec | An interactive tutorial on face recognition technology using .NET and Blazor | 15 |
xiaohangzhan/face_recognition_framework | A face recognition framework with convenient training, evaluation and feature extraction functions. | 250 |
clcarwin/sphereface_pytorch | A PyTorch implementation of the SphereFace face recognition algorithm. | 715 |
irvingmeng/magface | Provides a framework and tools for face recognition and quality assessment using deep learning models. | 628 |
stephenbeckr/fastrpca | Matlab code implementing variants of robust PCA and SPCP algorithms | 116 |
zhzhanp/tcdcn-face-alignment | Facial landmark detection using deep multi-task learning in Matlab | 232 |
andylamp/federated_pca | An algorithm for performing dimensionality reduction on decentralized data with differential privacy guarantees | 38 |
pachterlab/pcca | A software project that performs statistical analysis on biological data using Principal Component Correlation Analysis (PCCA) and related methods. | 18 |