Prof. Guanglin Yang Profile

Prof. Guanglin Yang

at Peking Univ

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Author

Publications (9)

SPIE Journal Paper | 4 May 2023

Fast transmission of computer-generated hologram with compressed sensing and quantum-inspired neural network

Gengkun Luo, Guanglin Yang, Haiyan Xie

OE, Vol. 62, Issue 05, 053101, (May 2023) https://doi.org/10.1117/12.10.1117/1.OE.62.5.053101

KEYWORDS: Computer generated holography, Chromium, Image compression, Image restoration, Compressed sensing, Reconstruction algorithms, 3D image reconstruction, Image quality, Optical transmission, Optical engineering

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SPIE Journal Paper | 23 November 2021

Optimization scheme of stereogram synthesis algorithm with wide-activated deep residual network super-resolution for cylindrical grating display

Zheqiang Wang, Guanglin Yang, Haiyan Xie

OE, Vol. 60, Issue 11, 113101, (November 2021) https://doi.org/10.1117/12.10.1117/1.OE.60.11.113101

KEYWORDS: Stereo holograms, Image quality, Super resolution, Optimization (mathematics), Composites, 3D displays, 3D image processing, Image processing, Optical engineering, Image resolution

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Proceedings Article | 9 October 2021 Poster + Paper

A method for compressing computer-generated hologram using genetic algorithm optimized quantum-inspired neural network

Jingyuan Ma, Guanglin Yang, Haiyan Xie

Proceedings Volume 11898, 118981Z (2021) https://doi.org/10.1117/12.2602666

KEYWORDS: Computer generated holography, Neural networks, Genetic algorithms, Neurons, Holograms, Image compression, Image quality, 3D image reconstruction, Optimization (mathematics)

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Proceedings Article | 9 October 2021 Poster + Paper

Computer generated hologram compression with attention-based deep convolutional neural network

Zhelun Shen, Guanglin Yang, Haiyan Xie

Proceedings Volume 11898, 118981Y (2021) https://doi.org/10.1117/12.2602659

KEYWORDS: Holograms, Convolutional neural networks, Computer generated holography, 3D image reconstruction, Image compression, Image restoration, Network architectures, Image quality, Holography, Visualization

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Proceedings Article | 18 November 2019 Paper

Incoherent digital holography with four-step phase-shifting interference

Guanglin Yang, Peng Jiang, Yue Sun, Haiyan Xie

Proceedings Volume 11188, 111881M (2019) https://doi.org/10.1117/12.2535774

KEYWORDS: Phase shifts, Digital holography, Holograms, Holography, Image quality, Phase interferometry, Spatial light modulators, 3D image reconstruction, Phase shift keying, Charge-coupled devices

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SPIE Journal Paper | 24 May 2019

Optimized initial weight in quantum-inspired neural network for compressing computer-generated holograms

Shenhua Hou, Guanglin Yang, Haiyan Xie

OE, Vol. 58, Issue 05, 053105, (May 2019) https://doi.org/10.1117/12.10.1117/1.OE.58.5.053105

KEYWORDS: Computer generated holography, Image compression, Image quality, Neural networks, Neurons, 3D image reconstruction, Chromium, Image processing, Quantum communications, Convolutional neural networks

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SPIE Journal Paper | 21 February 2017

Method of computer-generated hologram compression and transmission using quantum back-propagation neural network

Mengjia Liu, Guanglin Yang, Haiyan Xie

OE, Vol. 56, Issue 02, 023104, (February 2017) https://doi.org/10.1117/12.10.1117/1.OE.56.2.023104

KEYWORDS: Computer generated holography, Image compression, Neurons, 3D image reconstruction, Image processing, Neural networks, Quantum computing, Image quality, Image transmission, Quantum information

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SPIE Journal Paper | 1 September 2011

Optimization scheme for synthesizing kinoform with genetic algorithm

Ruifeng Zheng, Guanglin Yang, Haiyan Xie

OE, Vol. 50, Issue 09, 097004, (September 2011) https://doi.org/10.1117/12.10.1117/1.3621516

KEYWORDS: Computer generated holography, Optimization (mathematics), Genetic algorithms, Quantization, Reconstruction algorithms, Fourier transforms, Optical engineering, Electronics engineering, Computer science, Diffraction

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SPIE Journal Paper | 1 June 2007 Open Access

Computer-generated hologram watermarking resilient to rotation and scaling

Min Liu, Guanglin Yang, Haiyan Xie, Mingyao Xia, Jianbin Hu, Hongbin Zha

OE, Vol. 46, Issue 06, 060501, (June 2007) https://doi.org/10.1117/12.10.1117/1.2744330

KEYWORDS: Digital watermarking, Computer generated holography, 3D image reconstruction, Image enhancement, Image quality, Image registration, Associative arrays, Holograms, Fourier transforms, Holography

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