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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  
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:15/0  |  提交时间:2024/04/08
Marine algae  Three-dimensional fluorescence spectroscopy  Convolutional neural network  Multi-label classification  
Inverse design of high efficiency and large bandwidth power splitter for arbitrary power ratio based on deep residual network 期刊论文
Optical and Quantum Electronics, 2024, 卷号: 56, 期号: 4
作者:  Wen, Jin;  Wu, Zhengwei;  Zhang, Hui;  Wang, Qian;  Yu, Huimin;  Zhang, Ying;  Pan, Yu;  Liu, Zhanzhi
Adobe PDF(2757Kb)  |  收藏  |  浏览/下载:36/1  |  提交时间:2024/03/07
Power splitter  Inverse design  Direct binary search  Neural network  
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  
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  
Deep neural network: As the novel pipelines in multiple preprocessing for Raman spectroscopy 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2023, 卷号: 302
作者:  Gao, Chi;  Zhao, Peng;  Fan, Qi;  Jing, Haonan;  Dang, Ruochen;  Sun, Weifeng;  Feng, Yutao;  Hu, Bingliang;  Wang, Quan
Adobe PDF(2962Kb)  |  收藏  |  浏览/下载:72/0  |  提交时间:2023/09/25
Raman spectroscopy  Deep learning  Baseline correction  Spectroscopy denoising  
基于加权特征融合的多尺度遥感影像分类 期刊论文
光子学报, 2023, 卷号: 52, 期号: 11
作者:  程寅翥;  刘松;  王楠;  师悦天;  张耿
Adobe PDF(5813Kb)  |  收藏  |  浏览/下载:64/0  |  提交时间:2024/01/05
光学遥感影像  深度学习  图像分类  卷积神经网络  特征融合  多尺度  
Fingerprint terahertz spectroscopy combined with machine learning for multicomponent mixture analysis 期刊论文
Vibrational Spectroscopy, 2023, 卷号: 128
作者:  Yan, Hui;  Fan, Wen-Hui;  Qin, Chong;  Jiang, Xiao-Qiang;  Zhang, Yu-Ming
Adobe PDF(6336Kb)  |  收藏  |  浏览/下载:35/1  |  提交时间:2023/09/08
Terahertz spectroscopy  Machine learning  Multicomponent mixtures  SMMA  SVR  
Construction, Spectral Modeling, Parameter Inversion-Based Calibration, and Application of an Echelle Spectrometer 期刊论文
SENSORS, 2023, 卷号: 23, 期号: 14
作者:  Wang, Yuming;  Qu, Youshan;  Zhao, Hui;  Fan, Xuewu
Adobe PDF(8646Kb)  |  收藏  |  浏览/下载:79/0  |  提交时间:2023/08/18
echelle spectrometer  genetic simulated annealing  parameter inversion  laser-induced breakdown spectroscopy  calibration  
Underwater active polarization descattering based on a single polarized image 期刊论文
OPTICS EXPRESS, 2023, 卷号: 31, 期号: 13, 页码: 21988-22000
作者:  Li, Haoxiang;  Zhu, Jingping;  Deng, Jinxin;  Guo, Fengqi;  Zhang, Ning;  Sun, Jian;  Hou, Xun
Adobe PDF(3319Kb)  |  收藏  |  浏览/下载:31/0  |  提交时间:2023/08/18