Dr. Liheng Bian Profile

Dr. Liheng Bian

at Beijing Institute of Technology

SPIE Involvement:

Conference Program Committee | Author

Publications (21)

Proceedings Article | 23 November 2024 Poster + Paper

High-fidelity single-pixel imaging using multihead attention mechanism

Hui Lu, Xinrui Zhan, Liheng Bian

Proceedings Volume 13239, 1323911 (2024) https://doi.org/10.1117/12.3036102

KEYWORDS: Image restoration, Sampling rates, Modulation, Feature extraction, Network architectures, Head, Signal to noise ratio, Education and training, Semantics, Visualization

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Proceedings Article | 23 November 2024 Poster + Paper

Multimodal near-space surveillance system

Jiajun Zhao, Heng Xu, Chongpeng Liu, Liheng Bian

Proceedings Volume 13239, 1323912 (2024) https://doi.org/10.1117/12.3036104

KEYWORDS: Cameras, Surveillance, Video, Data storage, Video surveillance, Image storage, Data acquisition, Surveillance systems

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Proceedings Article | 27 November 2023 Paper

Spectral detection adversary for confronting against spectral-based object detection

Yinuo Zhang, Liheng Bian

Proceedings Volume 12767, 127670A (2023) https://doi.org/10.1117/12.2687108

KEYWORDS: Target recognition, Camouflage, Education and training, Detection and tracking algorithms, Target detection, Spectral models, Quantitative analysis, Imaging spectroscopy, Design and modelling, Mathematical optimization

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Proceedings Article | 27 November 2023 Poster + Paper

Image-free classification via few-shot learning

Songbo Wan, Xuyang Chang, Liheng Bian

Proceedings Volume 12767, 127670X (2023) https://doi.org/10.1117/12.2686474

KEYWORDS: Image classification, Education and training, Image restoration, Image processing, Machine learning, Sampling rates, Data modeling, Deep learning, Image quality, Convolution, Image compression

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Proceedings Article | 27 November 2023 Poster + Paper

Fusion-based infrared single-pixel imaging

Tengyuan Liu, Xuyang Chang, Liheng Bian

Proceedings Volume 12767, 1276719 (2023) https://doi.org/10.1117/12.2687180

KEYWORDS: Image fusion, Infrared imaging, Infrared radiation, Visible radiation, Feature fusion, Cameras, Image restoration, Education and training, Imaging systems, Infrared cameras

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Proceedings Article | 27 November 2023 Poster + Paper

Pixel super-resolved holography with complementary patterns

Rifa Zhao, Yongcun Hu, Xuyang Chang, Liheng Bian

Proceedings Volume 12767, 127670U (2023) https://doi.org/10.1117/12.2685754

KEYWORDS: Image restoration, Holography, Sampling rates, 3D image reconstruction, Reconstruction algorithms, Wavefronts, Signal to noise ratio, Sensors, Phase shift keying, Image resolution

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SPIE Journal Paper | 4 July 2023 Open Access

Complex-domain-enhancing neural network for large-scale coherent imaging

Xuyang Chang, Rifa Zhao, Shaowei Jiang, Cheng Shen, Guoan Zheng, Changhuei Yang, Liheng Bian

APN, Vol. 2, Issue 04, 046006, (July 2023) https://doi.org/10.1117/12.10.1117/1.APN.2.4.046006

KEYWORDS: Neural networks, Wavefronts, Coherence imaging, Biological imaging, Data modeling, Holography, Convolution, Super resolution, Image restoration, Education and training

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Proceedings Article | 4 January 2023 Presentation + Paper

Deep calibration for broadband multispectral filter array

Yuzhe Zhang, Shuai Wang, Qiang Jiao, Liheng Bian

Proceedings Volume 12317, 1231709 (2023) https://doi.org/10.1117/12.2643792

KEYWORDS: Calibration, Cameras, Optical filters, Imaging spectroscopy, Imaging systems, Spectroscopy, Modulation, Hyperspectral imaging, Network architectures

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Proceedings Article | 4 January 2023 Presentation + Paper

Self-supervised learning exposure correction via histogram equalization prior

Lu Li, Daoyu Li, Shuai Wang, Qiang Jiao, Liheng Bian

Proceedings Volume 12317, 1231707 (2023) https://doi.org/10.1117/12.2643015

KEYWORDS: Histograms, Image processing, Image enhancement

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Proceedings Article | 4 January 2023 Presentation + Paper

Structured illumination microscopy with uncertainty quantification

Xiaoqin Zhu, Xuyang Chang, Rifa Zhao, Ze Wu, Shuai Wang, Qiang Jiao, Liheng Bian

Proceedings Volume 12317, 1231706 (2023) https://doi.org/10.1117/12.2644122

KEYWORDS: Super resolution, Reconstruction algorithms, Microscopy, Network architectures, Neural networks, Imaging systems, Data modeling, Reliability, Uncertainty analysis

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Proceedings Article | 4 January 2023 Presentation + Paper

Efficient sparse Fourier single-pixel imaging

Rong Yan, Daoyu Li, Liheng Bian

Proceedings Volume 12317, 1231704 (2023) https://doi.org/10.1117/12.2643470

KEYWORDS: Reconstruction algorithms, Statistical analysis, Fourier transforms

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Proceedings Article | 4 January 2023 Presentation + Paper

Large-scale single-pixel imaging via deep learning

Siyu Xie, Lintao Peng, Liheng Bian

Proceedings Volume 12317, 1231703 (2023) https://doi.org/10.1117/12.2643014

KEYWORDS: Computer programming, Transformers, Image restoration, Image quality, Feature extraction, Sensors, Image resolution, Reconstruction algorithms, Modulation, Convolution

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Proceedings Article | 10 October 2020 Presentation + Paper

Image-free single-pixel sensing

Hao Fu, Liheng Bian, Jinli Suo, Jun Zhang

Proceedings Volume 11550, 1155004 (2020) https://doi.org/10.1117/12.2574902

KEYWORDS: Modulation, Surface plasmons, Image processing, Reconstruction algorithms, Image acquisition, Neural networks, Computer simulations

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Proceedings Article | 18 November 2019 Paper

High-SNR single-pixel phase imaging in the UV+VIS+NIR range

Meng Li, Liheng Bian, Jun Zhang

Proceedings Volume 11187, 111870M (2019) https://doi.org/10.1117/12.2538525

KEYWORDS: Phase imaging, Signal to noise ratio, Sensors, Phase shift keying, Image sensors, Phase modulation, Modulation, Interferometry, Target acquisition, Binary data

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Proceedings Article | 18 November 2019 Paper

Multispectral demosaicing via non-local low-rank regularization

Yugang Wang, Liheng Bian, Jun Zhang

Proceedings Volume 11187, 111870V (2019) https://doi.org/10.1117/12.2538576

KEYWORDS: Reconstruction algorithms, Imaging systems, Optimization (mathematics), Data modeling, Matrices, Compressed sensing, Multispectral imaging, Cameras, Image processing, Optical filters

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Proceedings Article | 18 November 2019 Paper

Single-pixel depth imaging

Huayi Wang, Liheng Bian, Jun Zhang

Proceedings Volume 11187, 111870G (2019) https://doi.org/10.1117/12.2538561

KEYWORDS: Sensors, Modulation, 3D image processing, Imaging systems, 3D acquisition, Composites, 3D metrology, Reconstruction algorithms, Neural networks, Stereoscopy

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Proceedings Article | 18 November 2019 Paper

Fast bundle adjustment using adaptive moment estimation

Tiexin Liu, Liheng Bian, Xianbin Cao, Jun Zhang

Proceedings Volume 11187, 111871R (2019) https://doi.org/10.1117/12.2538745

KEYWORDS: Algorithm development, Reconstruction algorithms, 3D image reconstruction, Electronics, Electronics engineering, Associative arrays, 3D image processing, Astatine, Error analysis, Reliability

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Proceedings Article | 20 February 2018 Presentation + Paper

High-resolution multispectral imaging using a photodiode

Liheng Bian, Jinli Suo, Feng Chen, Qionghai Dai

Proceedings Volume 10505, 1050507 (2018) https://doi.org/10.1117/12.2287614

KEYWORDS: Modulation, Multispectral imaging, Photodiodes, Imaging systems, 3D image processing, Multiplexing, Luminescence, Microscopy, Endoscopy, Spatial light modulators

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Proceedings Article | 31 October 2016 Paper

Single-pixel hyperspectral imaging

Jinli Suo, Yuwang Wang, Liheng Bian, Qionghai Dai

Proceedings Volume 10020, 100200B (2016) https://doi.org/10.1117/12.2247809

KEYWORDS: Multispectral imaging, Hyperspectral imaging, Photons, Sensors, Modulation, Multiplexing, Light sources, Reconstruction algorithms, Digital micromirror devices, Imaging systems

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SPIE Journal Paper | 5 March 2015 Open Access

Multiframe denoising of high-speed optical coherence tomography data using interframe and intraframe priors

Liheng Bian, Jinli Suo, Feng Chen, Qionghai Dai

JBO, Vol. 20, Issue 03, 036006, (March 2015) https://doi.org/10.1117/12.10.1117/1.JBO.20.3.036006

KEYWORDS: Optical coherence tomography, Denoising, Speckle, Wavelets, Image quality, Optimization (mathematics), Image restoration, Algorithm development, Data modeling, Tissues

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Proceedings Article | 3 November 2014 Paper

Light field reconstruction robust to signal dependent noise

Kun Ren, Liheng Bian, Jinli Suo, Qionghai Dai

Proceedings Volume 9273, 92731B (2014) https://doi.org/10.1117/12.2071785

KEYWORDS: Interference (communication), Spatial resolution, Cameras, Denoising, Charge-coupled devices, Signal to noise ratio, Optimization (mathematics), Algorithm development, Reconstruction algorithms, Coded apertures

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Showing 5 of 21 publications

Conference Committee Involvement (3)

Optoelectronic Imaging and Multimedia Technology XI

13 October 2024 | Nantong, Jiangsu, China

Optoelectronic Imaging and Multimedia Technology X

15 October 2023 | Beijing, China

Optoelectronic Imaging and Multimedia Technology IX

5 December 2022 | Online Only, China

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