边丽蘅 - 北京理工大学 - 前沿交叉科学研究院

个人简介

教育背景博士：2013-2018，清华大学，控制科学与工程专业本科：2009-2013，西安电子科技大学大学，电子信息工程专业获奖入选中国科协人才托举工程、北京市优秀人才培养资助计划；荣获SPIE Photonics West国际会议最佳论文奖、中国电子学会优秀博士学位论文、清华大学学术新秀等荣誉奖项

研究领域

计算成像与感知：交叉运用光学、计算机、电子、材料等多门学科，将光学传感与智能计算有机结合，突破经典成像模型的固有局限，实现多维视觉信息的高通量智能获取、分析与理解。具体研究内容包括高维成像（光谱、相位）、多尺度成像、高速成像、抗散射成像、免成像感知等。

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Lintao Peng, Chunli Zhu, Liheng Bian*, 'U-shape transformer for underwater image enhancement,' IEEE Transactions on Image Processing, 2023, vol. xx, no. xx, pp. xx-xx. Rong Yan, Wenli Wang, Yao Hu, Qun Hao*, Liheng Bian*, 'Polarization-dependent metasurface enables near-infrared dual-modal single-pixel sensing,' Nanomaterials, 2023, vol. xx, no. xx, pp. xx-xx. Rong Yan, Shuai Wang, Qiang Jiao, Liheng Bian*, 'Computational spectrometer based on local feature-weighted spectral reconstruction,' Optics Express, 2023, vol. 31, no. 9, pp. 14240-14254. Lintao Peng, Siyu Xie, Tong Qin, Lu Cao, Liheng Bian*, 'Image-free single-pixel object detection,' Optics Letters, 2023, vol. 48, no. 10, pp. 2527-2530. Highlighted by Editor's pick, and reported by Optica News: Researchers detect and classify multiple objects without images. Lu Li, Daoyu Li, Shuai Wang, Qiang Jiao, Liheng Bian*, 'Tuning-free and self-supervised image enhancement against ill exposure,' Optics Express, 2023, vol. 31, no. 6, pp. 10368-10385. Xuyang Chang, Ze Wu, Daoyu Li, Xinrui Zhan, Rong Yan, Liheng Bian*, 'Self-supervised learning for single-pixel imaging via dual-domain constraints,' Optics Letters, 2023, vol. 48, no. 7, pp. 1566-1569. Liheng Bian, Xin Wang, Daoyu Li, Qiuling Ren, Dezhi Zheng*, 'Robust phase unwrapping via non-local regularization,' Optics Letters, 2023, vol. 48, no. 6, pp. 1399-1402. Liheng Bian, Xin Wang, Xuyang Chang, Zhijie Gao, Tong Qin*, 'Phase retrieval via nonlocal complex-domain sparsity,' Optics Letters, 2023, vol. 48, no. 7, pp. 1854-1857. Zhihong Zhang, Yuxiao Cheng, Jinli Suo*, Liheng Bian, Qionghai Dai, 'INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light Conditions,' IEEE Transactions on Image Processing, 2023, vol. 32, pp. 1390-1402. Xuyang Chang, Shaowei Jiang, Yongcun Hu, Guoan Zheng, Liheng Bian*, 'Pixel super-resolved lensless on-chip sensor with scattering multiplexing,' ACS Photonics, 2023, vol. xx, no. xx, pp. xx-xx. Chang Li, Lili Zhang, Zhongling Zhuo, Fei Su, Hexin Li, Siyuan Xu, Ye Liu, Zaifeng Zhang, Yibo Xie, Xue Yu*, Liheng Bian*, Fei Xiao*, 'Artificial intelligence -based recognition for variant pathogenicity of BRCA1 using AlphaFold2-predicted structures,' Theranostics, 2023, vol. 13, no. 1, pp. 391-402. Xinrui Zhan, Chunli Zhu, Zhijie Gao, Shuai Wang, Qiang Jiao, Liheng Bian*, 'Ultrahigh-security single-pixel semantic encryption,' Optics Letters, 2022, vol. 47, no. 23, pp. 6169-6172. Daoyu Li, Zhijie Gao, Liheng Bian*, 'Efficient large-scale single-pixel imaging,' Optics Letters, 2022, vol. 47, no. 21, pp. 5461-5464. 【综述】边丽蘅*, 李道钰, 常旭阳, 索津莉*, '大规模计算重建理论与方法,' 激光与光电子学进展, 2022, vol. 60, no. 2, pp. 0200001. Highlighted by Cover Article. 被选为封面论文。【综述】边丽蘅*, 詹昕蕊, 王华依, 刘海燕, 索津莉*, '单像素高效感知方法概述,' 红外与激光工程, 2022, vol. 51, no. 8, pp. 20220231-1-20220231-20. Lintao Peng, Chunli Zhu, Liheng Bian*, 'U-shape transformer for underwater image enhancement,' European Conference on Computer Vision (ECCV) workshop, 2022, vol. xx, no. xx, pp. xx-xx. Haiyan Liu, Liheng Bian*, Jun Zhang, 'Image-free single-pixel segmentation,' Optics and Laser Technology, 2023, vol. 157, no. 108600, pp. 1-6. Yiming Li, Chunli Zhu, Junxin Peng, Liheng Bian*, 'Fusion-based underwater image enhancement with category-specific color-correction and dehazing,' Optics Express, 2022, vol. 30, no. 19, pp. 33826-33841. Xuyang Chang, Shaowei Jiang, Guoan Zheng, Liheng Bian*, 'Deep distributed optimization for blind diffuser-modulation ptychography,' Optics Letters, 2022, vol. 47, no. 12, pp. 3015-3018. Highlighted by Editor's pick. Xuyang Chang, Liheng Bian*, Yunhui Gao, Liangcai Cao, Jinli Suo, Jun Zhang, 'Plug-and-play pixel super-resolution phase retrieval for digital holography,' Optics Letters, 2022, vol. 47, no. 11, pp. 2658-2661. Xinrui Zhan, Chunli Zhu, Jinli Suo, Liheng Bian*, 'Weighted sampling-adaptive single-pixel sensing,' Optics Letters, 2022, vol. 47, no. 11, pp. 2838-2841. Daoyu Li, Liheng Bian*, Jun Zhang, 'High-speed large-scale imaging using frame decomposition from intrinsic multiplexing of motion,' IEEE Journal of Selected Topics in Signal Processing, 2022, vol. 16, no. 4, pp. 700-712. Liheng Bian*, Huayi Wang, Chunli Zhu, Jun Zhang, 'Image-free multi-character recognition,' Optics Letters, 2022, vol. 47, no. 6, pp. 1343-1346. Meng Li, Liheng Bian*, Jun Zhang, 'Multi-slice coded coherent diffraction imaging,' Optics and Lasers in Engineering, 2022, vol. 151, no. 106929. Lintao Peng, Liheng Bian*, Tiexin Liu, Jun Zhang, 'Agile wide-field imaging with selective high resolution,' Optics Express, 2021, vol. 29, no. 22, pp. 35602-35612. Weihang Zhang, Zhihong Zhang, Liheng Bian, Haoqian Wang, Jinli Suo, Qionghai Dai, 'High axial resolution single molecule localization under dense excitation with a multi-channel deep U-Net ,' Optics Letters, 2021, vol. 46, no. 21, pp. 5477-5480. Liheng Bian*, Yugang Wang, Jun Zhang, 'Generalized MSFA engineering with structural and adaptive nonlocal demosaicing,' IEEE Transactions on Image Processing, 2021, vol. 30, pp. 7867-7877. Xuyang Chang, Liheng Bian*, Jun Zhang, 'Large-scale phase retrieval,' eLight, 2021, vol. 1, no. 4. Highlight News by Gabriel Popescu at Nature Light: Science & Applications. Xi Yang, Pavan Chandra Konda, Shiqi Xu, Liheng Bian, Roarke Horstmeyer, 'Quantized Fourier ptychography with binary images from SPAD cameras,' Photonics Research, 2021, vol. 9, no. 10, pp. 1958-1969. Huiyu Li, Liheng Bian*, Kai Gu, Hao Fu, Gaoling Yang, Haizheng Zhong*, Jun Zhang, 'A near-infrared miniatured quantum dot spectrometer,' Advanced Optical Materials, 2021, 2100376. Meng Li, Liheng Bian*, Guoan Zheng, Andrew Maiden, Yang Liu, Yiming Li, Jinli Suo, Qionghai Dai, Jun Zhang, 'Single-pixel ptychography,' Optics Letters, 2021, vol. 46, no. 7, pp. 1624-1627. Huayi Wang, Liheng Bian*, Jun Zhang, 'Depth acquisition in single-pixel imaging with multiplexed illumination,' Optics Express, 2021, vol. 29, no. 4, pp. 4866-4874. Shikun Zhang, Liheng Bian, Yongyou Zhang, 'High-accuracy inverse optical design by combining machine learning and knowledge-depended optimization,' Journal of Optics, 2020, vol. 22, no. 10, pp. 105802. Meng Li, Liheng Bian*, Jun Zhang, 'Coded coherent diffraction imaging with reduced binary modulations and low dynamic-range detection,' Optics Letters, 2020, vol. 45, no. 16, pp. 4373-4376. Hao Fu, Liheng Bian*, Jun Zhang, 'Single-pixel sensing with optimal binarized modulation,' Optics Letters, 2020, vol. 45, no. 11, pp. 3111-3114. Xiaoxiu Zhu, Liheng Bian*, Hao Fu, Lingxue Wang, Bingsuo Zou, Qionghai Dai, Jun Zhang, Haizheng Zhong*, 'Broadband perovskite quantum dot spectrometer beyond human visual resolution,' Nature Light: Science & Applications, 2020, vol. 9, no. 73. Ying Fu, Yunhao Zou, Liheng Bian, Yuxiang Guo, Hua Huang, 'Illumination modulation for reflective and fluorescent separation,' Optics Letters, 2020, vol. 45, no. 5, pp. 1120-1123. Hao Fu, Liheng Bian*, Xianbin Cao, Jun Zhang, 'Hyperspectral imaging from a raw mosaic image with end-to-end learning,' Optics Express, 2020, vol. 28, no. 1, pp. 314-324. Meng Li, Liheng Bian*, Xianbin Cao, Jun Zhang, 'Noise-robust coded-illumination imaging with low computational complexity,' Optics Express, 2019, vol. 27, no. 10, pp. 14610-14622. Liheng Bian, Jinli Suo, Qionghai Dai and Feng Chen, 'Experimental comparison of single-pixel imaging algorithms,' Journal of the Optical Society of America A, 2017, vol. 35, no. 1, pp. 78-87. Zichao Bian, Soliman Alhudaithy, Zhe Wang, Zibang Zhang, Kaikai Guo, Liheng Bian, Yuji Tomizawa, Peter Satonick, Kazunori Hoshino, and Guoan Zheng, 'Angular light modulator using optical blinds,' Optics Express, 2016, vol. 24, no. 25, pp. 28467-28472. Jun Liao, Liheng Bian, Zichao Bian, Zibang Zhang, Charmi Patel, Kazunori Hoshino, Yonina C. Eladar, and Guoan Zheng, 'Single-frame rapid autofocusing for brightfield and fluorescence whole slide imaging,' Biomedical Optics Express, 2016, vol. 7, no. 11, pp. 4763-4768. Liheng Bian, Guoan Zheng, Kaikai Guo, Jinli Suo, Changhuei Yang, Chen Feng, and Qionghai Dai, 'Motion-corrected Fourier ptychography,' Biomedical Optics Express, 2016, vol. 7, no. 11, pp. 4543-4553. Liheng Bian, Jinli Suo, Xuemei Hu, Feng Chen and Qionghai Dai, 'Efficient single pixel imaging in Fourier space,' Journal of Optics, 2016, vol. 18, no. 8, pp. 085704. Liheng Bian, Jinli Suo, Jaebum Chung, Xiaoze Ou, Changhuei Yang, Feng Chen and Qionghai Dai, 'Fourier ptychographic reconstruction using Poisson maximum likelihood and truncated Wirtinger gradient,' Scientific Reports, 2016, vol. 6, pp. 27384. Liheng Bian, Jinli Suo, Guohai Situ, Ziwei Li, Jingtao Fan, Feng Chen and Qionghai Dai, 'Multispectral imaging using a single bucket detector,' Scientific Reports, 2016, vol. 6, pp. 24752. Jinli Suo, Liheng Bian, Feng Chen and Qionghai Dai, 'Signal-dependent noise removal for color videos using temporal and cross-channel priors,' Journal of Visual Communication and Image Representation, 2016, vol. 36, pp. 130-141. Siyuan Dong, Jun Liao, Kaikai Guo, Liheng Bian, Jinli Suo, and Guoan Zheng, 'Resolution doubling with a reduced number of image acquisitions,' Biomedical Optics Express, 2015, vol. 6, no. 8, pp. 2946-2952. Jinli Suo, Liheng Bian, Yudong Xiao, Yongjin Wang, Lei Zhang and Qionghai Dai, 'A self-synchronized high speed computational ghost imaging system: a leap towards dynamic capturing,' Optics and Laser Technology, 2015, vol 74, pp. 65-71. Xuemei Hu, Jinli Suo, Tao Yue, Liheng Bian and Qionghai Dai, 'Patch-primitive driven compressive ghost imaging,' Optics Express, 2015, vol. 23, no. 9, pp. 11092–11104. Liheng Bian, Jinli Suo, Guoan Zheng, Kaikai Guo, Feng Chen and Qionghai Dai, 'Fourier ptychographic reconstruction using Wirtinger flow optimization,' Optics Express, 2015, vol. 23, no. 4, pp. 4856-4866. Liheng Bian, Jinli Suo, Feng Chen and Qionghai Dai, 'Multiframe denoising of high-speed optical coherence tomography data using interframe and intraframe priors,' Journal of Biomedical Optics, 2015, vol. 20, no. 3, pp. 036006. Liheng Bian, Jinli Suo, Guohai Situ, Guoan Zheng, Feng Chen and Qionghai Dai, 'Content adaptive illumination for Fourier ptychography,' Optics Letters, 2014, vol. 39, no. 23, pp. 6648-6651. Jinli Suo, Liheng Bian, Feng Chen and Qionghai Dai, 'Bispectral coding: compressive and high-quality acquisition of fluorescence and reflectance,' Optics Express, 2014, vol. 22, no. 2, pp. 1697-1712. Jinli Suo, Yue Deng, Liheng Bian and Qionghai Dai, 'Joint Non-Gaussian Denoising and Superresolving of Raw High Frame Rate Videos,' IEEE Transactions on Image Processing, 2014, vol.23, no.3, pp.1154-1168.