Simulation Algorithm for Duffing Oscillator
Simulation algorithm for the Duffing oscillator. By modifying program parameters, different state diagrams can be generated for studying nonlinear system behaviors.
Spatial Domain Filtering of Images Using Five Different Operators
Implementation of spatial domain filtering with five distinct operators to achieve effective image deblurring results through various convolution techniques.
Experimental Report on Medical Image Segmentation (Including Source Code)
Experimental report on medical image segmentation (with source code) featuring: comparative analysis of edge detection using various operators (Sobel, Prewitt, Roberts, Laplacian); threshold-based segmentation; and segmentation discussion using watershed method with implementation insights.
Whale Optimization Algorithm (WOA): A Nature-Inspired Metaheuristic for Single-Objective Optimization Problems
Whale Optimization Algorithm (WOA) is a novel metaheuristic optimization technique designed for solving optimization problems. The algorithm employs three core operators to simulate humpback whales' predatory behaviors: encircling prey, bubble-net feeding, and hunting mechanisms. It is specifically tailored for single-objective optimization tasks. The copyright belongs to the original developers, to whom we extend our respect. Key implementations include mathematical modeling of whale movement patterns and position updates using logarithmic spiral equations.
Local Binary Patterns - An Operator for Describing Image Texture Features
Local Binary Patterns as an operator for describing image texture characteristics with code implementation insights
Image Sharpening Implementation Using MATLAB
MATLAB implementation of image sharpening techniques using various operators including Sobel, Laplacian, and Prewitt filters for edge enhancement and detail processing
Genetic Algorithm Toolbox - Crossover Operation
Genetic Algorithm Toolbox featuring crossover, inheritance, and operators - excellent for optimization problems
Saliency Detection via Graph-Based Manifold Ranking
This code implements the source program described in the paper "Saliency Detection via Graph-Based Manifold Ranking" by Chuan Yang, Lihe Zhang, Huchuan Lu, Ming-Hsuan Yang, and Xiang Ruan. Key feature: Implements Canny edge detection to compute binary edge maps using MATLAB's edge() function with specific threshold parameters.
MATLAB Implementation of Roberts Operator for Edge Detection
Implementation and comparison of edge detection using Roberts, Prewitt, Sobel, Marr, and Canny operators on input images, with performance evaluation against MATLAB's built-in edge detection functions through code analysis and practical demonstrations.
Universal Edge Detection Function
A versatile edge detection function that implements Sobel, Prewitt, Roberts, Marr, and Canny operators through parameter configuration, featuring gradient-based and zero-crossing algorithms for comprehensive edge extraction.