Explore MATLAB source code curated for "人脸检测" with clean implementations, documentation, and examples.
This MATLAB-based algorithm implements face detection and recognition using PCA (Principal Component Analysis) for the recognition component, featuring a GUI interface - simply execute facedec.m to run the complete system
Skin detection using Gaussian skin color model for face detection applications with implementation insights
Implementation of face detection using skin color segmentation with false region exclusion and feature validation techniques
The system consists of the following components: capturing images using a computer's built-in camera, face detection, storing detected face images in a database, and performing face recognition using input photos. This program implements face detection through a skin color recognition approach, where the facial skin color range is defined as 100≤B≤120 and 140≤R≤160. Pixels within this range are set to white while the remaining pixels are set to black. The algorithm employs the imerode function for spherical erosion and applies median filtering to achieve smoothing effects. Finally, after scaling, binarization, and various processing stages, regions with fewer than 1000 white pixels are discarded. Image segmentation incorporates Euler numbers to eliminate background areas resembling facial colors.
Face detection system using eigenface methodology, implemented with MATLAB programming
A comprehensive MATLAB source code for RGB-based face detection, providing valuable resources for enthusiasts and researchers working in facial recognition domains. Includes algorithm implementation details and practical coding examples.
Yale Database, PCA, SVM, MATLAB Implementation - Comprehensive Guide to Face Detection, Feature Extraction, and Recognition Algorithms
This program performs automated face detection on input images, utilizing robust computer vision techniques for reliable performance. Key features include efficient Haar cascade classifiers or deep learning-based approaches for accurate facial region identification.
MATLAB implementation of horizontal and vertical image projection techniques with applications in face detection systems.
MATLAB source code for face detection algorithm including test images for validation and performance analysis