Implementation of HOG Features with Algorithm Explanation
Implementation of HOG Features based on INRIA CVPR 2005 Paper with Code-Level Insights
MATLAB Higher-Order Spectral Analysis Toolbox Implementation
This is a higher-order spectral toolbox implementation for MATLAB, which introduces advanced spectral analysis capabilities not available in versions prior to MATLAB 5.3, making it extremely valuable for signal processing applications.
Implementing AMN for Classification Problems Using MATLAB
Implementation of Adaptive Multiscale Nonlinearities (AMN) Method for Classification Problems in MATLAB
MATLAB Implementation of Costas Loop Simulation
This function provides a MATLAB implementation for simulating Costas loops with robust performance characteristics, featuring key algorithmic components for phase recovery and carrier synchronization.
MATLAB Simulation and Implementation of IGBT
MATLAB simulation and implementation of IGBT to deepen understanding of its working principles, facilitating practical applications with detailed modeling approaches and control algorithm explanations.
MATLAB Code Implementation for Echo Cancellation Function
Implementation of echo cancellation functionality using MATLAB code, featuring effective echo elimination with robust performance through adaptive filtering algorithms
MATLAB Implementation of Locally Linear Embedding (LLE) Algorithm
A MATLAB implementation of the Locally Linear Embedding algorithm developed during my master's thesis research, featuring efficient data processing and dimensionality reduction capabilities
Implementation of Co-occurrence Matrix and Feature Extraction Methods
Implementation of co-occurrence matrix and feature extraction methods with modular subroutines for individual feature vector extraction, designed for direct integration into other programs with optimized computational efficiency.
Maximum Likelihood Reconstruction Method
Implementation of maximum likelihood reconstruction approach with applications in tomography reconstruction, including key algorithmic components and optimization techniques.
MATLAB Implementation of Monte Carlo Method
A Monte Carlo simulation program developed as a MATLAB m-file that can be directly debugged and executed