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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：21/0  |  提交时间：2024/04/08
Raman spectroscopy  Quantitative analysis  Deep learning  Spectral encoder  Feature extraction  
Scale and pattern adaptive local binary pattern for texture classification[Formula presented] 期刊论文
Expert Systems with Applications, 2024, 卷号: 240
作者:  Hu, Shiqi;  Li, Jie;  Fan, Hongcheng;  Lan, Shaokun;  Pan, Zhibin
Adobe PDF(4581Kb)  |  收藏  |  浏览/下载：43/0  |  提交时间：2024/02/07
Local binary pattern (LBP)  Texture classification  Low dimension  Scale and pattern adaptive selection  Kirsch operator  
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：21/0  |  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：40/1  |  提交时间：2024/03/07
Power splitter  Inverse design  Direct binary search  Neural network  
Pakistan's 2022 floods: Spatial distribution, causes and future trends from Sentinel-1 SAR observations 期刊论文
Remote Sensing of Environment, 2024, 卷号: 304
作者:  Chen, Fang;  Zhang, Meimei;  Zhao, Hang;  Guan, Weigui;  Yang, Aqiang
Adobe PDF(19573Kb)  |  收藏  |  浏览/下载：23/0  |  提交时间：2024/04/10
Flood monitoring  Climate change  Snow melting  Pakistan  Synthetic Aperture Radar (SAR)  
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：13/0  |  提交时间：2024/05/22
deep learning  lightweight network  YOLOv5n  Shufflenet v2  CA  EIoU loss  deformable convolution  
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：29/0  |  提交时间：2024/03/15
Semantic segmentation  Boundary refinement  Progressive supervised learning  Information interaction  
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：60/0  |  提交时间：2024/01/03
Hyperspectrum  Interpretation  Attention  Feature association  Semantic  
Rapid Determination of Positive-Negative Bacterial Infection Based on Micro-Hyperspectral Technology 期刊论文
SENSORS, 2024, 卷号: 24, 期号: 2
作者:  Du, Jian;  Tao, Chenglong;  Qi, Meijie;  Hu, Bingliang;  Zhang, Zhoufeng
Adobe PDF(11828Kb)  |  收藏  |  浏览/下载：58/1  |  提交时间：2024/03/04
micro-hyperspectral technology  bacterial infection  positive-negative determination  spectral feature  directly smeared urine sample  deep learning  
基于光谱-空间注意力残差网络的高光谱图像分类 期刊论文
光子学报, 2023, 卷号: 52, 期号: 12
作者:  汪菲菲;  赵慧洁;  李娜;  李思远;  蔡昱
Adobe PDF(2841Kb)  |  收藏  |  浏览/下载：26/0  |  提交时间：2024/04/07
光谱-空间特征  残差网络  高光谱分类  光谱注意力机制  空间注意力机制