I perform multidisciplinary research in applied computational optics and imaging. Optical imaging traditionally has been focused on producing and processing human interpretable images. This approach is becoming impractical on the collection side, where virtually infinite amounts of optical data can be collected, and on the processing side, where computers rather than humans are used to interpret images. My research focuses on developing new ultrafast computational optics and imaging methods that, by co-designing collection hardware and processing software, extend human and machine vision both quantitatively - improving image parameters soch as resolution - and qualitatively - developing new kinds of capabilities that are beyond what even the best possible traditional image could deliver. I am developing ultrafast computational cameras that can see around corners, through scattering media, and can detect cancerous tissue and evaluate plant health by detecting fluorescence lifetime.
Besides my academic work, I am co-founder of two companies: OnLume develops surgical fluorescence imaging cameras, and Formula Database is a search engine for mathematical equations.
Talha joined our group in September 2018. He received his B.S. degree in chemical engineering and mathematics from the University of Wisconsin-Madison, Madison, WI in 2018. His previous research work involved improving non-line-of-sight image reconstruction using iterative algorithms. Now he is a graduate student in the Electrical and Computer Engineering department, specializing in machine learning and signal processing.
Trevor joined our group in January 2019. He received his B.S. degree in electrical engineering from the University of Wisconsin-Madison, Madison, WI in 2019. His research work involves using single photon sensors for motion deblurring, HDR imaging, and fluorescent lifetime imaging. Now he is a graduate student in the Electrical and Computer Engineering department, specializing in machine learning and signal processing.
Felipe started collaborating with the comp optics group in 2017, and joined the group in 2019. He received his B.S in Applied Math, Engineering and Physics at UW-Madison in 2016. Currently, he is a Ph.D. candidate in computer sciences doing research in computational imaging and time-of-flight cameras.
Yizhou joined our group in June 2019. He is working on Single Photon Imaging.
Alex joined our group in January 2021. He received his B.S degree in electrical engineering in 2018 and M.S. degree in computer science in 2020 from Johns Hopkins University. His research as a master’s student included medical image analysis and deep learning. He is now a PhD student in the Computer Sciences department at UW-Madison. His current research includes computational methods for imaging gamma ray interactions in a scintillator.