Machine Learning & AI Research
Our lab focuses on developing cutting-edge machine learning algorithms and artificial intelligence systems that solve real-world problems across multiple domains.
Research Focus Areas
Hyperspectral Image Enhancement
Developing advanced algorithms to enhance the quality and information content of hyperspectral imagery by fusing low-resolution hyperspectral data with high-resolution multispectral images, generating high-resolution outputs with improved spatial and spectral details for more accurate remote sensing analysis.
Image Deraining
Creating innovative techniques for removing rain streaks and raindrops from images and videos, improving visibility and enabling better performance of computer vision systems in adverse weather conditions.
Image Dehazing
Developing specialized algorithms to remove haze interference from images, restoring clarity and color fidelity while preserving structural details for improved visibility in applications ranging from photography to autonomous vehicle navigation.
Super Resolution
Developing advanced algorithms to generate high-resolution images from low-resolution inputs, recovering fine details and enhancing visual quality beyond the limitations of capture devices.