Face Recognition on ORL Face Database Using KPCA Method
Implementation of KPCA (Kernel Principal Component Analysis) method for face recognition on the ORL face database with nearest neighbor classifier for classification.
Face Recognition Program Implementing PCA for Dimensionality Reduction
An efficient face recognition program utilizing PCA for dimensionality reduction followed by LDA classification methodology, implemented using the ORL face database with enhanced algorithmic descriptions.
Face Recognition Using KL Transformation
Implementation of face recognition through KL transformation, utilizing the ORL face database. The package includes compressed face database files and a detailed Word-format experiment report with comprehensive analysis. Achieves impressive recognition performance with clear algorithmic explanations and code implementation insights.
MATLAB Implementation for ORL Face Database with PCA Face Recognition
Source Code for Eigenface Construction Using PCA Face Recognition Based on ORL Face Database
Face Recognition Based on Two-Dimensional Principal Component Analysis
Face recognition system using 2D-PCA methodology, implemented and tested on the ORL face database with comprehensive code implementation details
PCA+Fisher Face Recognition with Implementation Details
PCA+Fisher face recognition method tested on ORL face database with promising results, including dimensionality reduction and linear discriminant analysis implementation
MATLAB Implementation Divided into Two Parts: PCA with Rough Sets and Fuzzy Neural Networks
This program consists of two main implementations: Part 1 combines PCA with Rough Sets and Fuzzy Neural Networks for face recognition, while Part 2 integrates PCA, LDA, Rough Sets and Fuzzy Neural Networks for pattern recognition. The implementation includes ORL face database handling, experimental results, and demonstrates practical approaches for dimensionality reduction and classification algorithms.
Face Recognition on ORL Database Using PCA Method with Singular Value Decomposition Theorem
Implementation of PCA-based face recognition on ORL face database using singular value decomposition theorem, with nearest neighbor classifier for image classification
Two-Dimensional 2DPCA Method for Face Recognition
Implementation of face recognition using the two-dimensional 2DPCA approach with ORL face database, featuring code structure and algorithm explanation
MATLAB Implementation for ORL Face Database
MATLAB Implementation for ORL Face Database with PCA-Based Face Recognition