Honglin Liu - Publications, H-index & Citations

Honglin Liu

Chinese Academy of Sciences

5H指数

26论文数

136被引数

收录论文 11

发表时间

Physical mechanisms governing generalization and hallucination in deep learning for imaging through scattering media 成像中散射介质深度学习的泛化和幻觉现象的物理机制

Nature Communications

IF15.7

2026-04-23

OAAI

Xuyu Zhang; Tianting Zhong; Haofan Huang; Dawei Zhang; Songlin Zhuang; Shensheng Han; Puxiang Lai; Honglin Liu

Imaging through scattering media with a non-symmetric U-Net 用非对称u-net通过散射介质成像

RESULTS IN OPTICS

IF3

2025-10-01

OAAI

Zhang, Xuyu; Chen, Libang; Zhang, Xuying; Zhang, Dawei; Zhuang, Songlin; Han, Shensheng; Liu, Honglin

Comparison of three spatial interpolation methods in predicting time-dependent toxicities of single substances and mixtures

JOURNAL OF HAZARDOUS MATERIALS

IF11.3

2024-12-01

PREAI

Qu, Rui; Xiong, Yuanzhao; Li, Ruiping; Hu, Jiwen; Liu, Honglin; Huang, Yingping

DeepSLM: Speckle-Licensed Modulation via Deep Adversarial Learning for Authorized Optical Encryption and Decryption

ADVANCED INTELLIGENT SYSTEMS

IF6.1

2024-09-30

OAAI

Huang, Haofan; Zhao, Qi; Li, Huanhao; Zheng, Yuandong; Yu, Zhipeng; Zhong, Tianting; Cheng, Shengfu; Woo, Chi Man; Gao, Yi; Liu, Honglin; Zheng, Yuanjin; Tian, Jie; Lai, Puxiang

Long distance all-optical logic operations through a single multimode fiber empowered by wavefront shaping

PHOTONICS RESEARCH

IF7.2

2024-03-01

OAAI

Yu, Zhipeng; Zhong, Tianting; Li, Huanhao; Li, Haoran; Woo, Chi man; Cheng, Shengfu; Jiao, Shuming; Liu, Honglin; Lu, Chao; Lai, Puxiang

Deep speckle reassignment: towards bootstrapped imaging in complex scattering states with limited speckle grains

OPTICS EXPRESS

IF3.3

2023-05-26

OAAI

Zhu, Shuo; Guo, Enlai; Zhang, Wenjun; Bai, Lianfa; Liu, Honglin; Han, Jing

Physical origin and boundary of scalable imaging through scattering media: a deep learning-based exploration

PHOTONICS RESEARCH

IF7.2

2023-05-26

PREAI

Zhang, Xuyu; Cheng, Shengfu; Gao, Jingjing; Gan, Yu; Song, Chunyuan; Zhang, Dawei; Zhuang, Songlin; Han, Shensheng; Lai, Puxiang; Liu, Honglin

Imaging and positioning through scattering media with double-helix point spread function engineering 基于双螺旋点扩散函数工程的散射介质成像与定位

JOURNAL OF BIOMEDICAL OPTICS

IF2.9

2023-04-25

OAAI

Gao, Jingjing; Wang, Pengwei; Li, Wenwen; Zhang, Xuyu; Song, Chunyuan; Liu, Zhentao; Han, Shensheng; Liu, Honglin

Learning-based super-resolution interpolation for sub-Nyquist sampled laser speckles

PHOTONICS RESEARCH

IF7.2

2023-03-30

OAAI

Li, Huanhao; Yu, Zhipeng; Zhao, Qi; Luo, Yunqi; Cheng, Shengfu; Zhong, Tianting; Woo, Chi Man; Liu, Honglin; Wang, Lihong, V; Zheng, Yuanjin; Lai, Puxiang

Path sampling and integration method to calculate speckle patterns

OPTICS EXPRESS

IF3.3

2023-03-07

OAAI

Song, Chunyuan; Gao, Jingjing; Gan, Yu; Zhang, Xuyu; Han, Shensheng; Wang, Lihong, V; Liu, Honglin

Different channels to transmit information in scattering media

PHOTONIX

IF19.1

2023-02-16

OAAI

Zhang, Xuyu; Gao, Jingjing; Gan, Yu; Song, Chunyuan; Zhang, Dawei; Zhuang, Songlin; Han, Shensheng; Lai, Puxiang; Liu, Honglin

研究方向