MATLAB Image Fusion Toolbox

Resource Overview

MATLAB Image Fusion Toolbox: Implementation of Multi-Source Sensor Image Fusion with Advanced Algorithms

Detailed Documentation

The MATLAB Image Fusion Toolbox is a powerful utility designed to implement various functions and techniques for multi-source sensor image fusion. This toolbox enables efficient fusion of images acquired from different sensors, resulting in more comprehensive and accurate image information. The fused images can be applied across multiple domains including computer vision, image processing, and medical imaging. The toolbox incorporates advanced fusion algorithms such as wavelet transforms, pyramid decomposition, and deep learning-based methods, allowing users to select appropriate techniques based on specific requirements through customizable function parameters. Key functions include fuse_image() for basic fusion operations, register_sensors() for spatial alignment preprocessing, and evaluate_fusion() for quantitative performance analysis using metrics like PSNR and SSIM. With comprehensive documentation and modular code structure, the MATLAB Image Fusion Toolbox serves as an essential resource for effortlessly achieving multi-source sensor image fusion capabilities.