Regular biography
Robby TANtowi TAN is an Associate Professor in the Department of Computer Science at the National University of Singapore. His research interests include areas such as computer science, with a focus on theoretical and applied computing. He is affiliated with the School of Computing and can be contacted via email at elertt@nus.edu.sg. His professional profile is available at https://www.comp.nus.edu.sg/cs/people/rttan.
Scholar-generated biography
Robby T. Tan is a researcher at the National University of Singapore with expertise in Computer Vision, Machine Learning, and Artificial Intelligence. His work focuses on challenging problems in image restoration, particularly in adverse weather conditions such as rain and haze. He has developed deep learning approaches for tasks like rain detection, removal, and visibility enhancement. His research also extends to 3D human pose estimation, polarization-based inverse rendering, and unsupervised image enhancement techniques. Tan's contributions emphasize the integration of physical models with data-driven methods to improve the robustness of computer vision systems in real-world scenarios.