MATLAB Image Registration: Algorithm Implementation with Source Code
Original MATLAB implementation for image registration supporting multiple formats including JPEG, PNG, and BMP with comprehensive code descriptions
MATLAB Implementation of KNN Algorithm
Implementation of k-nearest neighbors clustering algorithm in MATLAB with code explanations and practical techniques
MATLAB Implementation of ISODATA Algorithm with Iris Dataset Classification
A detailed MATLAB implementation of the ISODATA clustering algorithm applied to the Iris dataset, featuring comprehensive code annotations and reliable performance metrics including high accuracy and computational efficiency.
Definition of Communication Frame Format with MATLAB Implementation
Defines communication frame format with MATLAB implementation featuring customizable Barker code length and sliding correlation method for frame acquisition at the receiver
MATLAB Implementation of Communication Principles: Huffman Coding Algorithm
A communication principles experiment demonstrating the implementation process of Huffman coding with detailed explanations and code-related descriptions
SIFT Corner Detection and Matching in Images
MATLAB code implementation for SIFT-based corner detection and feature matching, fully tested and verified for correct operation with detailed algorithm explanations
Kernel Principal Component Analysis with Polynomial Kernel Function
MATLAB implementation of Kernel PCA using polynomial kernel function with detailed comments for clear understanding. This code demonstrates dimensionality reduction and data visualization techniques.
MATLAB Implementation Example of Backpropagation Network with Levenberg-Marquardt Algorithm
A MATLAB example demonstrating Backpropagation Network implementation using Levenberg-Marquardt algorithm for enhanced training speed and superior performance in pattern recognition applications
MATLAB Implementation of Snakes Algorithm
MATLAB code for Snakes algorithm with detailed implementation guide and parameter explanations for active contour models
MATLAB Implementation of EMD Decomposition with Signal Analysis Features
An EMD decomposition program featuring instantaneous frequency calculation, instantaneous amplitude extraction, marginal spectrum analysis, and Hilbert spectrum visualization with MATLAB implementation