S-Lab for Advanced Intelligence, established in 2020, is a university laboratory at NTU focusing on research and development of cutting-edge AI technologies in computer vision, natural language processing, reinforcement learning, deep learning, and distributed computing. We aim to create impactful applications spanning various strategic areas in partnership with academic, industry, and government organizations.
Content Editing and Generation
Image and Video Understanding
Natural Language Processing
3D Scene Understanding
Mobile Intelligent Photography and Imaging (MIPI) Workshop 2022
Developing and integrating advanced image sensors with novel algorithms in camera systems is prevalent with the increasing demand for computational photography and imaging on mobile platforms. However, the lack of high-quality data for research and the rare opportunity for in-depth exchange of views from industry and academia constrain the development of mobile intelligent photography and imaging (MIPI).
Understanding of Low-quality Multimedia Data (UoLMM) ACM MM Workshop
Low-quality multimedia data (including low-resolution, low-illumination, defects, blurriness, etc.) often pose a challenge to content understanding, as algorithms are mainly developed under ideal conditions (high resolution and good visibility).
To alleviate this problem, data enhancement techniques (super-resolution, low-light enhancement, derain, and inpainting) have been proposed to restore low-quality multimedia data. Efforts are also being made to develop robust content understanding algorithms in adverse weather and poor lighting conditions.