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Spectral encoder to extract the efficient features of Raman spectra for reliable and precise quantitative analysis 期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2024, 卷号: 312
作者:  Gao, Chi;  Fan, Qi;  Zhao, Peng;  Sun, Chao;  Dang, Ruochen;  Feng, Yutao;  Hu, Bingliang;  Wang, Quan
Adobe PDF(2752Kb)  |  收藏  |  浏览/下载:13/0  |  提交时间:2024/04/08
Raman spectroscopy  Quantitative analysis  Deep learning  Spectral encoder  Feature extraction  
All-optical neural network nonlinear activation function based on the optical bistability within a micro-ring resonator 期刊论文
Optics Communications, 2024, 卷号: 558
作者:  Zhang, Hui;  Wen, Jin;  Wu, Zhengwei;  Wang, Qian;  Yu, Huimin;  Zhang, Ying;  Pan, Yu;  Yin, Lan;  Wang, Chenglong;  Qu, Shuangchao
Adobe PDF(5029Kb)  |  收藏  |  浏览/下载:13/0  |  提交时间:2024/04/08
Micro-ring resonator  All-optical neural network  Bistability  Nonlinear activation function  
Multiple marine algae identification based on three-dimensional fluorescence spectroscopy and multi-label convolutional neural network 期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2024, 卷号: 311
作者:  Li, Ruizhuo;  Gao, Limin;  Wu, Guojun;  Dong, Jing
Adobe PDF(2740Kb)  |  收藏  |  浏览/下载:14/0  |  提交时间:2024/04/08
Marine algae  Three-dimensional fluorescence spectroscopy  Convolutional neural network  Multi-label classification  
Scalable parallel ultrafast optical random bit generation based on a single chaotic microcomb 期刊论文
LIGHT-SCIENCE & APPLICATIONS, 2024, 卷号: 13, 期号: 1
作者:  Li, Pu;  Li, Qizhi;  Tang, Wenye;  Wang, Weiqiang;  Zhang, Wenfu;  Little, Brent E.;  Chu, Sai Tek;  Shore, K. Alan;  Qin, Yuwen;  Wang, Yuncai
Adobe PDF(1031Kb)  |  收藏  |  浏览/下载:40/0  |  提交时间:2024/04/12
Speckle-correlation-based non-line-of-sight imaging under white-light illumination 期刊论文
Optics and Laser Technology, 2024, 卷号: 170
作者:  Zhou, Meiling;  Zhang, Yang;  Wang, Ping;  Li, Runze;  Peng, Tong;  Min, Junwei;  Yan, Shaohui;  Yao, Baoli
Adobe PDF(4808Kb)  |  收藏  |  浏览/下载:58/0  |  提交时间:2023/11/23
Non-line-of-sight imaging  Speckle correlation  White-light illumination  Zernike polynomial fitting  
Rapid prediction of regenerator performance for regenerative cryogenics cryocooler based on convolutional neural network 期刊论文
INTERNATIONAL JOURNAL OF REFRIGERATION, 2024, 卷号: 158, 页码: 225-237
作者:  Chen, Xiantong;  Li, Shanshan;  Yu, Jun;  Yang, Sen;  Chen, Hao
Adobe PDF(4887Kb)  |  收藏  |  浏览/下载:24/0  |  提交时间:2024/02/29
Convolutional neural network  Deep learning  Regenerator  Cryogenic cooler  REGEN 3.3 software  
A Snapshot Multi-Spectral Demosaicing Method for Multi-Spectral Filter Array Images Based on Channel Attention Network 期刊论文
SENSORS, 2024, 卷号: 24, 期号: 3
作者:  Zhang, Xuejun;  Dai, Yidan;  Zhang, Geng;  Zhang, Xuemin;  Hu, Bingliang
Adobe PDF(2829Kb)  |  收藏  |  浏览/下载:28/0  |  提交时间:2024/03/15
multi-spectral filter array  demosaicing  convolution neural network  
Study on the construction of twisted cosine partially coherent beams and their propagation characteristics 期刊论文
AIP ADVANCES, 2024, 卷号: 14, 期号: 2
作者:  Zhang, Shaohua;  Zhou, Yuan;  Chai, Yutong;  Qu, Jun
Adobe PDF(11121Kb)  |  收藏  |  浏览/下载:24/0  |  提交时间:2024/03/26
Wavefront Reconstruction Using Two-Frame Random Interferometry Based on Swin-Unet 期刊论文
PHOTONICS, 2024, 卷号: 11, 期号: 2
作者:  Shu, Xindong;  Li, Baopeng;  Ma, Zhen
Adobe PDF(9857Kb)  |  收藏  |  浏览/下载:19/0  |  提交时间:2024/04/11
wavefront reconstruction  deep learning  phase-shifting interferometry  
Compressed Spectrum Reconstruction Method Based on Coding Feature Vector Enhancement 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2024, 卷号: 62, 页码: 1-16
作者:  Cao, Chipeng;  Li, Jie;  Wang, Pan;  Qi, Chun
Adobe PDF(5920Kb)  |  收藏  |  浏览/下载:16/0  |  提交时间:2024/02/07
Compressed spectral imaging  encoding feature reconstruction  prior spectral data  vector enhancement