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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  
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  
Blood Glucose Concentration Estimation by Raman Spectroscopy based on Particle Swarm Optimized SVR 会议论文
AOPC 2022: Optical Information and Networks, Virtual, Online, China, 2022-12-18
作者:  Jing, Haonan;  Fan, Qi;  Gao, Chi;  Li, Yiru;  Fan, Bozhao;  Hu, Bingliang;  Feng, Yutao;  Wang, Quan
Adobe PDF(526Kb)  |  收藏  |  浏览/下载:87/0  |  提交时间:2023/03/02
blood glucose concentration estimation  Raman spectroscopy  support vector regression  particle swarm optimization  wavelet decomposition  sparse representation  Clark Error Grid  
Retrieval of Water Quality Parameters Based on Near-Surface Remote Sensing and Machine Learning Algorithm 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 21
作者:  Zhao, Yubo;  Yu, Tao;  Hu, Bingliang;  Zhang, Zhoufeng;  Liu, Yuyang;  Liu, Xiao;  Liu, Hong;  Liu, Jiacheng;  Wang, Xueji;  Song, Shuyao
Adobe PDF(6255Kb)  |  收藏  |  浏览/下载:93/0  |  提交时间:2022/12/02
water quality monitoring  near-surface remote sensing  machine learning algorithm  ensemble learning model  
A review of remote sensing for potato traits characterization in precision agriculture 期刊论文
FRONTIERS IN PLANT SCIENCE, 2022, 卷号: 13
作者:  Sun, Chen;  Zhou, Jing;  Ma, Yuchi;  Xu, Yijia;  Pan, Bin;  Zhang, Zhou
Adobe PDF(350Kb)  |  收藏  |  浏览/下载:110/0  |  提交时间:2022/08/31
precision agriculture  remote sensing  satellite imagery  potato  unmanned aerial system  sensors  
Calibration Error Prediction: Ensuring High-Quality Mobile Eye-Tracking 会议论文
Proceedings - ETRA 2022: ACM Symposium on Eye Tracking Research and Applications, Virtual, Online, United states, 2022-06-08
作者:  Li, Beibin;  Snider, J.C.;  Wang, Quan;  Mehta, Sachin;  Foster, Claire;  Barney, Erin;  Shapiro, Linda;  Ventola, Pamela;  Shic, Frederick
Adobe PDF(529Kb)  |  收藏  |  浏览/下载:112/0  |  提交时间:2022/07/25
datasets  neural networks  gaze detection  text tagging  
A hybrid method combining discharge-assisted laser induced breakdown spectroscopy with wavelet transform for trace elemental analysis in liquid targets 期刊论文
JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY, 2022, 卷号: 37, 期号: 6, 页码: 1350-1359
作者:  Xu, Boping;  Liu, Simeng;  Lei, Bingying;  Liu, Yinghua;  Zhang, Wenfu;  Tang, Jie;  Wang, Yishan;  Zhao, Wei;  Duan, Yixiang
Adobe PDF(1236Kb)  |  收藏  |  浏览/下载:114/1  |  提交时间:2022/06/29
Component spectra extraction and quantitative analysis for preservative mixtures by combining terahertz spectroscopy and machine learning 期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2022, 卷号: 271
作者:  Yan, Hui;  Fan, Wenhui;  Chen, Xu;  Wang, Hanqi;  Qin, Chong;  Jiang, Xiaoqiang
Adobe PDF(2170Kb)  |  收藏  |  浏览/下载:182/1  |  提交时间:2022/02/09
Preservative mixtures  Terahertz spectroscopy  Machine learning  SVD  NMF  SVR  
Uav-borne hyperspectral imaging remote sensing system based on acousto-optic tunable filter for water quality monitoring 期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 20
作者:  Liu, Hong;  Yu, Tao;  Hu, Bingliang;  Hou, Xingsong;  Zhang, Zhoufeng;  Liu, Xiao;  Liu, Jiacheng;  Wang, Xueji;  Zhong, Jingjing;  Tan, Zhengxuan;  Xia, Shaoxia;  Qian, Bao
Adobe PDF(115362Kb)  |  收藏  |  浏览/下载:130/1  |  提交时间:2021/11/01
hyperspectral imaging  acousto-optic tunable filter  UAV platform  remote sensing  water quality monitoring  
Prediction of end-of-season tuber yield and tuber set in potatoes using in-season uav-based hyperspectral imagery and machine learning 期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 18, 页码: 1-13
作者:  Sun, Chen;  Feng, Luwei;  Zhang, Zhou;  Ma, Yuchi;  Crosby, Trevor;  Naber, Mack;  Wang, Yi
Adobe PDF(2706Kb)  |  收藏  |  浏览/下载:142/0  |  提交时间:2020/10/26
hyperspectral imaging  machine learning  tuber yield  tuber set  unmanned aerial vehicles