Dr. Huan Zheng Profile

Dr. Huan Zheng

at Zhejiang Univ of Technology

SPIE Involvement:

Author

Publications (6)

SPIE Journal Paper | 14 February 2022

Multiscale deep network for compressive sensing image reconstruction

Zhenbiao Wang, Yali Qin, Huan Zheng, Rongfang Wang

JEI, Vol. 31, Issue 01, 013025, (February 2022) https://doi.org/10.1117/12.10.1117/1.JEI.31.1.013025

KEYWORDS: Image restoration, Compressed sensing, Convolution, Reconstruction algorithms, Image quality, Image processing, Visualization, Image enhancement, Radiofrequency ablation, Image compression

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SPIE Journal Paper | 30 March 2021

Block compressed sensing image reconstruction via deep learning with smoothed projected Landweber

Zemin Pan, Yali Qin, Huan Zheng, Lijia Hou, Hongliang Ren, Yingtian Hu

JEI, Vol. 30, Issue 04, 041402, (March 2021) https://doi.org/10.1117/12.10.1117/1.JEI.30.4.041402

KEYWORDS: Image restoration, Reconstruction algorithms, Compressed sensing, Neural networks, Scanning probe lithography, Visualization, Image quality, Image segmentation, Image processing, Cameras

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Proceedings Article | 10 October 2020 Presentation + Paper

Extraction of Brillouin frequency shift in Brillouin distributed fiber sensors by neighbors-based machine learning

Huan Zheng

Proceedings Volume 11554, 115540G (2020) https://doi.org/10.1117/12.2573346

KEYWORDS: Fiber optics sensors, Machine learning, Artificial neural networks, Data modeling, Temperature metrology, Civil engineering, Aerospace engineering, Neurons, Binary data, Signal to noise ratio

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