Dr. Hui Qiao Profile

Dr. Hui Qiao

at Tsinghua Univ

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Publications (2)

SPIE Journal Paper | 9 April 2021 Open Access

Deep learning in photoacoustic imaging: a review

Handi Deng, Hui Qiao, Qionghai Dai, Cheng Ma

JBO, Vol. 26, Issue 04, 040901, (April 2021) https://doi.org/10.1117/12.10.1117/1.JBO.26.4.040901

KEYWORDS: Data modeling, Image quality, Image segmentation, Image processing, Signal detection, Photoacoustic imaging, Image restoration, Model-based design, In vivo imaging, 3D modeling

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SPIE Journal Paper | 14 June 2018 Open Access

GPU-based deep convolutional neural network for tomographic phase microscopy with ℓ₁ fitting and regularization

Hui Qiao, Jiamin Wu, Xiaoxu Li, Morteza Shoreh, Jingtao Fan, Qionghai Dai

JBO, Vol. 23, Issue 06, 066003, (June 2018) https://doi.org/10.1117/12.10.1117/1.JBO.23.6.066003

KEYWORDS: Tomography, Signal to noise ratio, Refractive index, Microscopy, Convolutional neural networks, Reconstruction algorithms, Beam propagation method, Optimization (mathematics), Biomedical optics, Neural networks

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