Regular biography
Truong Nguyen is a Distinguished Professor in the Electrical and Computer Engineering (ECE) Department at the University of California, San Diego. His research focuses on image and video processing, including 3D video, wavelets, and filter banks, with applications in low-power, low-cost systems for entertainment, surveillance, and defense. His work involves techniques such as temporal interpolation to enhance video quality on wireless systems. Nguyen has contributed to the development of tools and textbooks on wavelets and filter banks, and he holds several patents in these areas. He has also been recognized for his teaching and mentorship, including the Distinguished Teaching Award at UC San Diego in 2019.
Scholar-generated biography
Truong Nguyen is a researcher at UCSD specializing in Video Processing, Image Processing, Wavelets, and Filter Banks. His work focuses on developing advanced signal processing techniques for video and image restoration, enhancement, and analysis. Key contributions include the application of wavelets and filter banks for tasks such as ECG beat detection, video restoration, and image superresolution. Nguyen's research also explores filter bank designs for efficient signal representation and compression, with applications in areas like medical imaging and fault detection. His publications highlight the use of mathematical frameworks such as Lagrangian methods, eigenfilters, and Markov random field models to improve signal processing performance.