MATLAB Source Code for JPEG2000 Implementation

Resource Overview

A MATLAB implementation of JPEG2000 providing core functionality with some limitations, welcoming feedback and suggestions for improvement from the programming community.

Detailed Documentation

This document presents a MATLAB-based implementation of the JPEG2000 standard. The source code successfully implements fundamental image compression and decompression functionalities using wavelet transforms and embedded block coding with optimized truncation (EBCOT). While the core algorithm is operational, there are areas for enhancement: The encoding/decoding speed could be optimized through better memory management and parallel processing techniques. Additional parameters and configuration options could be integrated to increase flexibility for different image types and compression requirements. The implementation currently supports basic wavelet filters and quantization methods, but could benefit from expanded support for advanced features like region-of-interest coding. We welcome constructive feedback from the developer community regarding algorithm optimization, code structure improvements, or additional feature implementations. Please feel free to share any suggestions or recommendations to help refine this JPEG2000 implementation.