Explore MATLAB source code curated for "LBG算法" with clean implementations, documentation, and examples.
This graduation project demonstrates the implementation of vector quantization through the LBG algorithm using MATLAB, focusing on code structure, algorithm workflow, and vector dimension reduction techniques.
LBG Algorithm Implementation: Random Initial Codebook Generation, Training Vector Partitioning for Centroid Calculation and Codebook Updates, Including Empty Cell Removal Procedures
A MATLAB simulation program for vector quantizer computation implementing the LBG algorithm with detailed code implementation and performance analysis.
Implementing LBG algorithm for image compression with histogram display and analysis
The LBG algorithm for hyperspectral remote sensing image compression is a classic approach with robust implementation characteristics.
A straightforward example demonstrating the implementation and principles of the LBG algorithm
MATLAB implementation of vector quantization encoding based on the LBG algorithm with code structure and algorithmic details
MATLAB program for designing vector quantization codebooks using the LBG algorithm, featuring comprehensive code implementation details and algorithm explanations
Linde, Buzo, and Gray (LBG) introduced a vector quantization (VQ) design algorithm utilizing training sequences, which eliminates multidimensional integration requirements. The iterative LBG algorithm processes extensive vector sets per iteration, with key implementations involving codebook initialization, nearest-neighbor classification, and centroid updates for progressive optimization.
Implementation of LBG Algorithm for Vector Quantization Codebook Generation with MATLAB Optimization Techniques