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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：11/0  |  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：11/0  |  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：12/0  |  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：34/1  |  提交时间：2024/03/07
Power splitter  Inverse design  Direct binary search  Neural network  
Interaction semantic segmentation network via progressive supervised learning 期刊论文
MACHINE VISION AND APPLICATIONS, 2024, 卷号: 35, 期号: 2
作者:  Zhao, Ruini;  Xie, Meilin;  Feng, Xubin;  Guo, Min;  Su, Xiuqin;  Zhang, Ping
Adobe PDF(2144Kb)  |  收藏  |  浏览/下载：19/0  |  提交时间：2024/03/15
Semantic segmentation  Boundary refinement  Progressive supervised learning  Information interaction  
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  
Duplex-Hierarchy Representation Learning for Remote Sensing Image Classification 期刊论文
Sensors, 2024, 卷号: 24, 期号: 4
作者:  Yuan, Xiaobin;  Zhu, Jingping;  Lei, Hao;  Peng, Shengjun;  Wang, Weidong;  Li, Xiaobin
Adobe PDF(2754Kb)  |  收藏  |  浏览/下载：14/0  |  提交时间：2024/04/08
remote sensing image classification  duplex hierarchy  discriminative representation  confusion score  
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：24/0  |  提交时间：2024/03/15
multi-spectral filter array  demosaicing  convolution neural network  
Multilevel-based algorithm for hyperspectral image interpretation 期刊论文
Computers and Electrical Engineering, 2024, 卷号: 113
作者:  Qiu, Shi;  Ye, Huping;  Liao, Xiaohan;  Zhang, Benyue;  Zhang, Miao;  Zeng, Zimu
Adobe PDF(3776Kb)  |  收藏  |  浏览/下载：48/0  |  提交时间：2024/01/03
Hyperspectrum  Interpretation  Attention  Feature association  Semantic  
Space advanced technology demonstration satellite 期刊论文
Science China Technological Sciences, 2024, 卷号: 67, 期号: 1, 页码: 240-258
作者:  Zhang, XiaoFeng;  Chen, Wen;  Zhu, XiaoCheng;  Meng, Na;  He, JunWang;  Bi, XingZi;  Zhang, YongHe;  Shi, Qi;  Li, Fei;  Liu, Rui;  Feng, ZhengGong;  Liu, Liu;  Li, JinSong;  Wu, HaiChen;  Xu, DongXiao;  Li, TaiJie;  Huang, JiangJiang;  Liu, Shuo;  Li, TianTong;  Yu, XianSheng;  Gao, Yang;  Zhou, Heng;  Ban, HanYu;  Zhang, YanLi;  Zhang, YueTing;  Yang, YingQuan;  He, Tao;  Duan, XuLiang;  Chen, Xin;  Wang, YaMin;  Sun, AnTai;  Zhang, KuoXiang;  Sun, Ying;  Wang, YaoBin;  Fan, ChengCheng;  Xiong, ShaoLin;  Li, XinQiao;  Wen, XiangYang;  Ling, ZhiXing;  Sun, XiaoJin;  Zhang, Chen;  Bai, XianYong;  Wang, ZhanShan;  Deng, YuanYong;  Tian, Hui;  Yang, JianFeng;  Xue, HongBo;  Sang, Peng;  Liu, JinGuo;  Zheng, HuiLong;  Zhu, Xiang;  He, JianWu;  Li, Hui;  Xu, LuXiang;  Xu, ShuYan;  Chen, WenWu;  Liu, ZhenDong;  Wang, ZhaoLi;  Mao, XiangLong;  Gao, Rong;  Li, ZongXuan;  Ding, GuoPeng;  Wang, XinYu;  Dou, RunJiang;  Weng, LuBin;  Luo, Hao;  Wang, YaPing;  Liang, XianFeng;  Fang, ZiRuo
Adobe PDF(5283Kb)  |  收藏  |  浏览/下载：65/0  |  提交时间：2024/02/01
SATech-01  spacecraft design  scientific instruments  on-orbit performance