393 citations · 1.4k across the 36 of their papers we have counts for
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cs.CV2018★ 13 cited
Learning to synthesize: splitting and recombining low and high spatial frequencies for image recovery
Mo Deng, Shuai Li, George Barbastathis
Deep Neural Network (DNN)-based image reconstruction, despite many successes, often exhibits uneven fidelity between high and low spatial frequency bands. In this paper we propose…
cs.CV2017★ 3 cited
Lensless computational imaging through deep learning
Ayan Sinha, Justin Lee, Shuai Li +1
Deep learning has been proven to yield reliably generalizable answers to numerous classification and decision tasks. Here, we demonstrate for the first time, to our knowledge, that…
cs.CV2009★ 14 cited
Augmenting Light Field to model Wave Optics effects
Se Baek Oh, George Barbastathis, Ramesh Raskar
The ray-based 4D light field representation cannot be directly used to analyze diffractive or phase--sensitive optical elements. In this paper, we exploit tools from wave optics an…