Explore MATLAB source code curated for "matlab版本" with clean implementations, documentation, and examples.
MATLAB implementation of handwritten Chinese character recognition using convolutional neural networks, capable of classifying 509 character categories including common and rare characters
A practical MATLAB implementation for line detection using Hough transform, currently detecting the longest line segment. Future improvements will include extracting lines from local peak points in the accumulator matrix, enhancing detection accuracy for multiple line segments.
Wind turbine generator models designed for educational applications and grid integration studies, available in multiple MATLAB versions with implementations including control strategies and power system simulations
Enhanced Swarm Intelligence Algorithm, commonly referred to as PSO (Particle Swarm Optimization), featuring dual implementations in C and MATLAB
MATLAB implementation of various image edge detection and segmentation techniques with extensive code annotations. This resource addresses common challenges in understanding execution order and command functionality, providing clear algorithmic explanations for techniques like Sobel, Canny, and watershed segmentation.
Several Capon beamforming algorithm implementations in MATLAB version with code structure explanations
MATLAB source code for estimating Gaussian Mixture Model (GMM) parameters using Expectation-Maximization algorithm, suitable for solving various machine learning problems including clustering, classification, and anomaly detection
MATLAB-based SLIC superpixel segmentation algorithm that divides images into small regions using clustering techniques, providing accurate segmentation of small targets through compactness parameter control and efficient computation.
MATLAB implementation of a SINS trajectory generator for simulating specific force, angular velocity, and other inertial navigation parameters with configurable motion profiles and sensor error models.
This package provides 2D generalized S-transform implementation and test programs for image time-frequency analysis. Developed for MATLAB R2011b on 32-bit Windows 7, the current implementation can process images up to 84x84 pixels with 2GB RAM. The code implements a novel algorithm for two-dimensional time-frequency decomposition using customized Gaussian window functions with frequency-dependent resolution.