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Ye receives National Science Foundation CAREER Award

2023-08-21
(Press-News.org)

Jinwei Ye, Assistant Professor, Computer Science, received funding for the project: "CAREER: Towards Polarimetric Visual Understanding." 

In this project, Ye will study how the way surfaces reflect polarized light can be used to help recognize objects more effectively.  

Ye will address the following two questions: (1) How does the polarization of light change after interacting with various types of surfaces? (2) What can polarized light tell us about the kinds of objects that it has interacted with?  

Addressing these questions can lead to significant improvements in machine vision systems by strengthening their capability to do geometric and semantic scene understanding in which shapes are described and named.  

This project will result in new polarization-based vision systems for autonomous navigation and smart manufacturing. It will also produce novel solutions to the challenging problems of imaging and sensing through scattering media, including water, fog, haze, clouds, and bodily tissues. 

Ye will receive total funding of $600,000 from NSF for this award. Funding began in July 2023 and will end in late June 2028. 

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About George Mason University

George Mason University is Virginia's largest public research university. Located near Washington, D.C., Mason enrolls 38,000 students from 130 countries and all 50 states. Mason has grown rapidly over the last half-century and is recognized for its innovation and entrepreneurship, remarkable diversity and commitment to accessibility. Learn more at http://www.gmu.edu.

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[Press-News.org] Ye receives National Science Foundation CAREER Award