Data and image domain deep learning for computational imaging

Deep learning has overwhelmingly impacted post-acquisition image-processing tasks, however, there is increasing interest in more tightly coupled computational imaging approaches, where models, computation, and physical sensing are intertwined. This dissertation focuses on how to leverage the express...

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Bibliographic Details
Main Author: Ghani, Muhammad Usman
Other Authors: Karl, W. Clem
Language:en_US
Published: 2021
Subjects:
Online Access:https://hdl.handle.net/2144/41921

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