MATLAB Implementation of Support Vector Machine (SVM) Code
MATLAB program for Support Vector Machine (SVM) implementation, demonstrating the fundamental SVM architecture with core algorithm workflow
Image Denoising Algorithm Implementation
Implementation of an image denoising algorithm from recent international conference papers, highly effective for natural image noise reduction. Suitable for both practical applications and further research/learning with detailed code structure and algorithm explanations.
MATLAB Implementation of FIR Filter with Code-Related Descriptions
FIR Filter Design: Customize filter type (low-pass, high-pass, or band-pass) and specifications (passband cutoff frequency, passband ripple, stopband cutoff frequency, stopband attenuation), select appropriate window functions based on specifications, design FIR filters using the window design method, and validate performance against predetermined specifications through MATLAB code implementation.
Implementation of Newman Algorithm for Zachary Network Partitioning in Complex Networks
Implementation of Newman algorithm for Zachary network partitioning in complex networks, containing two files. Newman_Zachary implements the community detection algorithm, while Zachary-E provides the experimental dataset for testing.
Implementation of MIMO-OFDM System with 16QAM Modulation
Modified MATLAB implementation of a 16QAM-based MIMO-OFDM system with supporting graphical evidence demonstrating system performance and signal characteristics.
Wavelet Analysis Theory and MATLAB R2007 Implementation
Wavelet Transform Source Code Collection - Complete source code from Ge Zhexue's book "Wavelet Analysis Theory and MATLAB R2007 Implementation". Contains extensive examples and typical applications with practical code implementations covering key wavelet algorithms and MATLAB functions. Ideal resource for wavelet beginners and applied engineers looking to understand wavelet decomposition, reconstruction, and applications through working code examples.
MATLAB Implementation of Adaboost_M1 Algorithm
A MATLAB implementation of the Adaboost_M1 algorithm designed for bundling multiple classifiers, representing a fundamental Boosting approach in machine learning
MATLAB Implementation of Particle Swarm Optimization Algorithm
Particle Swarm Optimization Algorithm implementation in MATLAB - a useful resource for optimization tasks and computational intelligence applications, featuring code explanations for velocity updates, position tracking, and fitness evaluation.
JPEG MATLAB Toolbox: Implementation of JPEG Encoding and Decoding
MATLAB implementation of JPEG encoding and decoding using a specialized toolbox for experimental purposes, featuring complete code workflow and algorithm demonstration
Synthetic Aperture Radar Imaging Algorithms and Implementation
Supplemental materials for Synthetic Aperture Radar Imaging Algorithms and Implementation CD-ROM, including CD data format specifications and MATLAB programs for reading CD data, featuring implementations of various SAR processing algorithms with detailed code explanations.