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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：22/0  |  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：21/0  |  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：22/0  |  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：74/0  |  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：70/0  |  提交时间：2023/11/23
Non-line-of-sight imaging  Speckle correlation  White-light illumination  Zernike polynomial fitting  
A Lightweight Remote Sensing Aircraft Object Detection Network Based on Improved YOLOv5n 期刊论文
Remote Sensing, 2024, 卷号: 16, 期号: 5
作者:  Wang, Jiale;  Bai, Zhe;  Zhang, Ximing;  Qiu, Yuehong
Adobe PDF(6634Kb)  |  收藏  |  浏览/下载：20/0  |  提交时间：2024/05/22
deep learning  lightweight network  YOLOv5n  Shufflenet v2  CA  EIoU loss  deformable convolution  
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：30/0  |  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：41/0  |  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：36/0  |  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：26/0  |  提交时间：2024/04/11
wavefront reconstruction  deep learning  phase-shifting interferometry