MATLAB Implementation of Classic KPCA
Classic KPCA program written by the founder of KPCA, providing a learning template with comprehensive kernel function implementations and dimensionality reduction demonstrations.
MATLAB Code Implementation for Image Processing
MATLAB image processing techniques covering histograms, image transforms, spatial filtering (image enhancement using templates), and edge detection operators with practical code implementations.
Image Matching Using Template-Based Methods in MATLAB
Template-based image matching implemented in MATLAB with concise, well-documented code featuring clear explanatory comments
Computation of Gabor Filter Function
Implementation of Gabor filter computation modules. Gabor1.m: Visualizes 4-direction Gabor filter templates through image display. Gabor2.m: Top-level module implementing Gabor filtering on Lena image using 4 directional filters. gabor.m: Plots spatial and frequency domain representations of a single Gabor filter. compute.m: Core Gabor filter computation function (called independently by the above 3 modules which operate separately).
MATLAB Code Implementation for 0-9 Digit Recognition
This project implements 0-9 digit recognition using MATLAB, featuring template-based matching with 10 templates generated per digit, followed by pattern recognition algorithms for number identification.
Face Detection Source Code Algorithm Based on Skin Color and Template Matching
A skin color and template-based face detection algorithm with comprehensive source code implementation
MATLAB Implementation of Edge Detection with Canny Operator
Edge detection source code implemented in MATLAB using the Canny algorithm. The template can be easily modified to adapt other detection algorithms, providing flexibility for different edge detection approaches.
Least Squares Support Vector Machine (LS-SVM) Template
Template for Least Squares Support Vector Machine (LS-SVM) with simulation results and implementation guidance
S-Function Editing Template
S-Function Editing Template - Core Implementation Guide for Custom Simulink Blocks