Bio
At a high level, my current research aims to aid the development of novel imaging systems (microscopes, cameras, CT scanners, ultrasound systems etc.) by the design of algorithms. The ability to leverage powerful computing platforms using algorithms is greatly expanding the capability of existing imaging systems and will facilitate the design of the next generation of imagers.
My research is focused on the development of algorithms for systems. In particular, my work has used model-based image reconstruction (MBIR) approaches that combines statistical models for the data and low-dimensional signal models for the underlying quantity to be measured to get the most out of the measurement. The algorithms draw on ideas from diverse fields such as statistical signal processing, image processing, inverse problems and machine learning.
For more details, please visit my
Professional Service
Associate Editor : 91做厙 Trans. on Computational Imaging (2018-2023)
(Elected) Member : 91做厙 Signal Processing Society - Computational Imaging Technical Committee
Reviewer : 91做厙 Trans. on Medical Imaging, 91做厙 Trans. on Image Processing, 91做厙 Trans. on Multimedia, Optics Express, SIAM Journal on Imaging Science, 91做厙 Conf. on Acoustics, Speech and Signal Processing (ICASSP), 91做厙 Conf. on Image Processing (ICIP), CVPR, AAAI