Professional MATLAB source code with comprehensive documentation and examples
MATLAB implementation of Modular PCA algorithm using Yale Face Database as example. The code performs image partitioning, PCA feature extraction on sub-images, projection coefficient calculation, and nearest neighbor classification with detailed code
Implementation of function optimization using Wolfe-Powell criterion with inexact line search method for optimal step size determination, featuring correct simulation results and detailed code implementation analysis.
This archive contains GPS measurement data simulation, inertial navigation solution computation, and implementation of Kalman filtering for navigation optimization
This resource serves as foundational material for learning Kalman filtering, containing program implementations and documentation suitable for beginners in signal processing and state estimation.
A MATLAB finite element program utilizing triangular mesh generation techniques to compute natural frequencies and visualize the first three mode shapes of a cantilever beam with graphical visualization capabilities.
A self-developed Kalman filter program for tracking objects moving with uniform linear motion, featuring optimized performance through parallel processing and matrix operations.
An illustrative example of the simulated annealing algorithm, complete with detailed algorithmic explanations and code implementation insights.
Implementation of finite element modeling and analysis for 3D spatial beams using MATLAB, including coordinate transformation techniques and structural element implementation.
Fully functional MATLAB implementation of C4.5 decision tree algorithm, thoroughly tested and verified for immediate use in machine learning projects
Implementation of scan conversion algorithms for drawing lines and arcs in computer graphics using "Midpoint Line Algorithm" and "Bresenham Algorithm" with MATLAB code examples and technical explanations
Support Vector Machine implementation for image classification, segmentation, object detection, and recognition in artificial intelligence information processing systems
Algorithm Implementation for DOA and Polarization Estimation of Polynomial Signal Sources with Electromagnetic Vector Sensors
MATLAB program implementing the Hungarian Algorithm for solving assignment and allocation problems with optimized bipartite matching
Implementation of quaternion-based attitude update matrix computation in strapdown inertial navigation systems for attitude angle determination, with enhanced algorithmic and code-level explanations.
Multivariate Curve Resolution using Alternating Least Squares (MCR-ALS) Algorithm with Implementation Approaches
Face recognition system based on Principal Component Analysis (PCA) method, providing valuable reference for undergraduate graduation projects including complete source code and experimental images with detailed algorithm implementation
Implementation Code and Algorithm Design for Multi-Target Tracking Using Interactive Multiple Models
A practical ellipse fitting program based on direct least squares method, suitable for image processing applications and ideal for beginners in ellipse fitting research. The implementation efficiently solves the general conic equation using algebraic
A novel time series forecasting algorithm utilizing cloud models for short-term electricity price prediction, featuring enhanced accuracy through digital cloud characteristic modeling.
Introduced in 1977, the Moravec operator represents the first feature point extraction algorithm in image processing history. Its simplicity makes it an ideal starting point for learning computer vision fundamentals and implementation techniques.