Regular biography
Aggelos Katsaggelos is a Professor in the Department of Electrical Engineering at Northwestern University. He holds affiliations with multiple departments and research centers at the university. His research focuses on advanced imaging techniques, including computational imaging, image restoration, and machine learning applications in medical and cultural heritage imaging. He has contributed to numerous publications and has been involved in projects related to image super-resolution, deep learning for image processing, and the application of machine learning in medical diagnostics. His work has been published in various high-impact journals and conferences.
Scholar-generated biography
Aggelos K Katsaggelos is a Joseph Cummings Professor of Electrical and Computer Engineering (Courtesy CS and Radiology) at Northwestern University. His research focuses on multimedia signal processing and communications, with an emphasis on image and video processing, machine learning, and computational photography. His work includes digital image restoration, video super-resolution, and noise reduction techniques. He has also explored the application of machine learning in imaging problems, such as inverse problems in imaging and automated medical signal analysis. His research integrates advanced signal processing methods with modern machine learning techniques to improve image and video quality and analysis.