superresolution

Physics

Researchers improve chaotic mapping for super-resolution image reconstruction

Illustration of the proposed model. Credit: Sensor (2024). DOI: 10.3390/s24217030 Super-resolution (SR) technology plays a vital role in improving image quality. SR reconstruction aims to generate high-resolution images from low-resolution images. Traditional methods often result in blurry or distorted images. Although advanced techniques such as sparse representations and deep learning-based methods have shown promising results, they still face limitations in…