A Simple Support Vector Machine Application for Beginners
A beginner-friendly support Vector Machine implementation with practical code examples and algorithm explanations
MATLAB Implementation of Hybrid Frog Leaping Algorithm
A MATLAB program demonstrating the Hybrid Frog Leaping Algorithm, featuring comprehensive code explanations and implementation details particularly beneficial for beginners in optimization algorithms.
MATLAB Object Detection and Recognition Program for Beginners
A comprehensive MATLAB-based object detection and recognition program designed for beginners learning MATLAB programming, featuring complete functionality across various applications
Thinning Algorithm: Hilditch's Algorithm Implementation
A comprehensive guide to Hilditch's thinning algorithm - essential foundational code for beginners in image processing with detailed implementation insights
Simulation of Space-Based Sea Clutter for High-Frequency Ground Wave Radar
Simulation of space-based sea clutter for high-frequency ground wave radar, including first-order and second-order sea clutter models, with code implementation insights for beginners
MUSIC Algorithm for DOA Estimation
MUSIC algorithm implementation for Direction of Arrival (DOA) estimation with clear and straightforward code structure, designed to help beginners deepen their understanding of the MUSIC algorithm's principles and implementation.
Five Particle Filter Simulation Algorithms
Implementation and analysis of five particle filter variants, designed to help beginners understand core algorithms through practical simulation examples with code explanations
Kalman Filter Fault Diagnosis Example
A practical demonstration of fault diagnosis implementation using Kalman Filter algorithms! Highly beneficial for beginners learning state estimation and system monitoring techniques with MATLAB/Simulink code examples.
MATLAB Implementation of UKF Algorithm with Practical Examples
A beginner-friendly Unscented Kalman Filter (UKF) implementation in MATLAB featuring comprehensive examples and detailed code explanations for nonlinear state estimation
A Simple Gaussian Smoothing Filter with MATLAB Implementation
A beginner-friendly MATLAB implementation of Gaussian smoothing filter for digital image processing, featuring algorithm explanations and practical code examples for educational purposes.