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eess.IV2022★ 16 cited
Ghost translation
Wenhan Ren, Xiaoyu Nie, Tao Peng +1
Artificial intelligence has recently been widely used in computational imaging. The deep neural network (DNN) improves the signal-to-noise ratio of the retrieved images, whose qual…
eess.IV2021★ 5 cited
Deep-learned speckle pattern and its application to ghost imaging
Xiaoyu Nie, Haotian Song, Wenhan Ren +4
In this paper, we present a method for speckle pattern design using deep learning. The speckle patterns possess unique features after experiencing convolutions in Speckle-Net, our…
eess.IV2021★ 21 cited
0.8% Nyquist computational ghost imaging via non-experimental deep learning
Haotian Song, Xiaoyu Nie, Hairong Su +5
We present a framework for computational ghost imaging based on deep learning and customized pink noise speckle patterns. The deep neural network in this work, which can learn the…