Linear Discriminant Analysis: MATLAB Implementation and Algorithm Explanation
MATLAB implementation of Linear Discriminant Analysis (LDA) algorithm with code examples and technical insights
Run-Length Encoding and Decoding Process Implementation
MATLAB implementation of run-length encoding (RLE) and decoding processes, featuring rle function for encoding and rld function for decoding - a simple yet practical data compression technique
MATLAB Implementation of Kalman Filter for MPU6050 Sensor Fusion
A MATLAB implementation of Kalman filtering for MPU6050 that filters gyroscope and accelerometer sampling data, eliminating gyroscope integration drift, temperature drift, and accelerometer transient errors to achieve precise attitude control through sensor fusion algorithms.
Homomorphic Filter Design and Implementation in MATLAB
Implementing filter design techniques in MATLAB with focus on homomorphic filter creation, including key functions and parameter optimization approaches.
Fisher Linear Discriminant: A Core Linear Classification Algorithm
Fisher Linear Discriminant serves as one of the most fundamental linear classification algorithms, operating by projecting d-dimensional samples onto an optimal projection line that maximizes class separability. This article implements the Fisher Linear Discriminant algorithm in MATLAB with detailed code explanations, presenting four distinct threshold selection methodologies for practical application.
MATLAB Image Stitching Program Source Code
MATLAB implementation of image stitching algorithm source code, providing robust tools for various image processing applications including feature detection, homography estimation, and seamless blending
Pavement Crack Detection and Identification System Design
System design for pavement crack detection and recognition using MATLAB with image processing algorithms
MATLAB Implementation of Fuzzy C-Means Clustering Algorithm
MATLAB implementation of Fuzzy C-Means clustering, a fuzzy mathematics-based clustering method for image segmentation. This approach enables cluster analysis results for image analysis and recognition applications, with practical code examples demonstrating centroid initialization and membership function calculations.
Image Registration Algorithm Implemented in MATLAB
This repository provides a MATLAB-based image registration algorithm implementation, serving as a reference and educational resource for learning and research purposes.
Image Texture Feature Extraction
Image texture feature extraction serves as another crucial low-level feature in image processing, implemented using MATLAB with code-focused explanations