Classic Lucas-Kanade Optical Flow Algorithm Implementation in MATLAB
A MATLAB implementation of the classic Lucas-Kanade optical flow algorithm, optimized for object tracking applications in video sequences
MATLAB Implementation of Fisher's Optimal Partitioning Algorithm
MATLAB algorithm implementation for Fisher's optimal partitioning method with code structure and implementation details
Mathematical Morphology Dilation and Erosion Algorithm Implementation
Custom MATLAB implementation of mathematical morphology dilation and erosion algorithms for binary and grayscale image processing
Comparative Analysis of Particle Filter and Extended Kalman Filter
Comparative analysis of particle filter and extended Kalman filter algorithms with MATLAB implementations, including practical demonstrations and code explanations.
MATLAB Implementation of pLSA (Probabilistic Latent Semantic Analysis) for Text Analysis
MATLAB algorithm for Probabilistic Latent Semantic Analysis (pLSA) featuring comprehensive test datasets and detailed theoretical explanations. The implementation demonstrates how this probabilistic model uncovers semantic relationships in text data through latent topic modeling, with extendable applications in image analysis.
Wavelet Entropy MATLAB Algorithm
Signal wavelet entropy calculation with MATLAB implementation
MATLAB Algorithm for Image Compression: JPEG Implementation
MATLAB implementation of JPEG image compression algorithm with detailed code explanations. Useful for image processing enthusiasts and developers working on storage optimization and transmission efficiency.
Particle Swarm Optimization for Robot Path Planning with MATLAB Implementation
MATLAB algorithm implementation using Particle Swarm Optimization to solve robot path planning problems, featuring detailed code structure and optimization approach explanations
JPEG Image Compression Algorithm Implementation in MATLAB
Complete MATLAB implementation of JPEG-based image compression algorithm with high reference value for practical applications.
MATLAB Algorithm for Rough Set Reduction
MATLAB algorithm for rough set reduction, implementing core reduction algorithms with feature selection capabilities