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Aswin C Sankaranarayanan
Associate Professor, ECE
Carnegie Mellon University
mail.
5000 Forbes Ave,
Porter B24,
Pittsburgh, PA 15213
office. Porter B24
email. saswin -at- andrew .dot. cmu .dot. edu
phone. (412) 268 1087
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this website is no longer update. Please visit the lab website at imagesci.ece.cmu.edu.
research
My research deals with understanding the interaction of light with materials,
devising theories and imaging architectures to capture these interactions, and
finally developing a deeper understanding of the world around us based on these
interactions. While these interactions involve very high-dimensional signals,
there are underlying structures that enable them to be modeled parsimoniously
using low-dimensional models. My research identifies low-dimensional models for
high-dimensional visual signals using both physics-based and learning-based
formulates, and develop imaging architectures and algorithms that exploit these
low-dimensional models for efficient sensing and inference.
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