61Screening naturally mildewed maize kernels based on Raman hyperspectral imaging coupled with machine learning classifiers

作者： Long, Yuan; Bin Zhang; Long, Yuan; Wang, Qingyan; Tian, Xi; Huang, Wenqian; Long, Yuan; Wang, Qingyan; Tian, Xi; Huang, Wenqian; SCI

机构： China Agr Univ, Coll Engn, Beijing 100083, Peoples R China; Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China; Natl Res Ctr Intelligent Equipment Agr, Beijing, Peoples R China;

来源：JOURNAL OF FOOD PROCESS ENGINEERING

关键词： machine learning classifiers; maize kernels; mildew; nondestructive screening; Raman hyperspectral imaging

年份：2022

62Monitoring the major taste components during black tea fermentation using multielement fusion information in decision level

作者： An, Ting; Li, Guanglin; Zhao, Chunjiang; An, Ting; Dong, Chunwang; An, Ting; Wang, Zheli; Fan, Shuxiang; Huang, Wenqian; Tian, Xi; Duan, Dandan; Zhao, Chunjiang; SCI

机构： Southwest Univ, Coll Engn & Technol, Chongqing 400715, Peoples R China; Shandong Acad Agr Sci, Tea Res Inst, Jinan 250033, Peoples R China; Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100097, Peoples R China;

来源：FOOD CHEMISTRY-X

关键词： Black tea; Hyperspectral imaging; Electrical properties; Data fusion; Stacking combination strategy

年份：2023

63Controlled release and antibacterial properties of nanofiber membrane loaded with tea saponin

作者： Chen, Tingwei; Huang, Chuanqing; Ye, Chuanzhen; Li, Lu; Liu, Zeyu; Ye, Yong; Ye, Yong; Huang, Wenqian; Lin, Lin; Lin, Lin; Li, Changzhu; Ye, Yong; SCI

机构： South China Univ Technol, Sch Chem & Chem Engn, Guangzhou 510640, Peoples R China; Zhuhai Inst Modern Ind Innovat, SCUT, Zhuhai 519175, Peoples R China; Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Key Lab Funct Foods,Minist Agr & Rural Affairs, Guangdong Key Lab Agr Prod Proc, Guangzhou, Peoples R China; Jiangsu Univ, Sch Food & Biol Engn, Zhenjiang 212013, Peoples R China; Hunan Acad Forestry, State Key Lab Utilizat Woody Oil Resource, Changsha 410007, Peoples R China; Jiangxi Environm Engn Vocat Coll, Ganzhou 341000, Peoples R China;

来源：INDUSTRIAL CROPS AND PRODUCTS

关键词： Tea saponin; Electrospinning; Controllable release system; Antimicrobial nanofiber; Drug delivery

年份：2023

64Non-destructive detection of single-seed viability in maize using hyperspectral imaging technology and multi-scale 3D convolutional neural network

作者： Fan, Yaoyao; Zhao, Chunjiang; Fan, Yaoyao; An, Ting; Wang, Qingyan; Yang, Guang; Huang, Wenqian; Wang, Zheli; Zhao, Chunjiang; Tian, Xi; SCI

机构： Shenyang Agr Univ, Coll Informat & Elect Engn, Shenyang, Peoples R China; Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing, Peoples R China;

来源：FRONTIERS IN PLANT SCIENCE

关键词： viability detection; maize seeds; hyperspectral imaging; YOLOv7 model; 3D convolution neural network

年份：2023

65Geographical classification of apple based on hyperspectral imaging

作者： Guo, Zhiming; Huang, Wenqian; Chen, Liping; Zhao, Chunjiang; SCI

机构： Beijing Acad Agr & Forestry Sci, Beijing Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China;

来源：SENSING FOR AGRICULTURE AND FOOD QUALITY AND SAFETY V

关键词： hyperspectral imaging geographical origin apple feature extraction support vector machine

年份：2013

66Green synthesis of garlic oil nanoemulsion using ultrasonication technique and its mechanism of antifungal action against Penicillium italicum

作者： Long, Yuan; Huang, Wenqian; Wang, Qingyan; Yang, Guiyan; Long, Yuan; Huang, Wenqian; Wang, Qingyan; Yang, Guiyan; Long, Yuan; Huang, Wenqian; Wang, Qingyan; Yang, Guiyan; Long, Yuan; Huang, Wenqian; Wang, Qingyan; Yang, Guiyan; SCI

机构： Beijing Acad Agr & Forestry Sci, Beijing Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China; Natl Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China; Minist Agr, Key Lab Agriinformat, Beijing 100097, Peoples R China; Beijing Key Lab Intelligent Equipment Technol Agr, Beijing 100097, Peoples R China;

来源：ULTRASONICS SONOCHEMISTRY

关键词： Garlic oil; Nanoemulsion; Ultrasonication technique; Antifungal activity; Fluorescence microscopy; Surface-enhanced Raman spectroscopy

年份：2020

67Identification of the variety of maize seeds based on hyperspectral images coupled with convolutional neural networks and subregional voting

作者： Zhou, Quan; Liang, Dong; Zhou, Quan; Huang, Wenqian; Tian, Xi; Yang, Yi; Zhou, Quan; Huang, Wenqian; Tian, Xi; Yang, Yi; Liang, Dong; SCI

机构： Anhui Univ, Sch Elect & Informat Engn, Hefei 230601, Peoples R China; Beijing Res Ctr Intelligent Equipment Agr, Beijing, Peoples R China; Natl Res Ctr Intelligent Equipment Agr, Beijing, Peoples R China; Anhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, Hefei, Peoples R China;

来源：JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE

关键词： hyperspectral image; maize seed; convolutional neural network; subregional voting; variety identification

68Identification of Maize with Different Moldy Levels Based on Catalase Activity and Data Fusion of Hyperspectral Images

作者： Wang, Wenchao; Yu, Huishan; Wang, Wenchao; Huang, Wenqian; Tian, Xi; Tian, Xi; SCI

机构： Liaocheng Univ, Coll Phys Sci & Informat Engn, Liaocheng 252000, Shandong, Peoples R China; Beijing Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China; China Agr Univ, Coll Engn, Beijing 100083, Peoples R China;

来源：FOODS

关键词： maize; moldy level; catalase activity; hyperspectral image; data fusion; feature selection

年份：2022

69Classification of Aflatoxin B1 Concentration of Single Maize Kernel Based on Near-Infrared Hyperspectral Imaging and Feature Selection

作者： Zhou, Quan; Liang, Dong; Zhou, Quan; Huang, Wenqian; Liang, Dong; Tian, Xi; SCI

机构： Anhui Univ, Natl Engn Res Ctr, Agroecol Big Data Anal & Applicat, Hefei 230601, Anhui, Peoples R China; Beijing Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China;

来源：SENSORS

关键词： hyperspectral image; maize kernel; aflatoxin B1; key wavelength selection; dimensionality reduction

年份：2021

70Fast detection and visualization of early decay in citrus using Vis-NIR hyperspectral imaging

作者： Li, Jiangbo; Huang, Wenqian; Tian, Xi; Wang, Chaopeng; Fan, Shuxiang; Zhao, Chunjiang; Li, Jiangbo; Huang, Wenqian; Tian, Xi; Wang, Chaopeng; Fan, Shuxiang; Zhao, Chunjiang; Li, Jiangbo; Huang, Wenqian; Zhao, Chunjiang; SCI

机构： Beijing Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China; Natl Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China; Beijing Key Lab Intelligent Equipment Technol Agr, Beijing 100097, Peoples R China; Beijing Key Lab Intelligent Equipment Technol ;

来源：COMPUTERS AND ELECTRONICS IN AGRICULTURE

关键词： Fruit detection Citrus fruit Orange Hyperspectral imaging Image processing Decay