101The Application of Machine Learning Models Based on Leaf Spectral Reflectance for Estimating the Nitrogen Nutrient Index in Maize

作者： Chen, Bo; Zhao, Chunjiang; Chen, Bo; Lu, Xianju; Yu, Shuan; Gu, Shenghao; Huang, Guanmin; Guo, Xinyu; Zhao, Chunjiang; Chen, Bo; Lu, Xianju; Yu, Shuan; Gu, Shenghao; Huang, Guanmin; Guo, Xinyu; Zhao, Chunjiang; SCI

机构： Jilin Agr Univ, Coll Resources & Environm, Changchun 130118, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing Key Lab Digital Plant, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100097, Peoples R China;

来源：AGRICULTURE-BASEL

关键词： summer maize; nitrogen nutrient index; leaf spectral reflection; effective band; machine learning

年份：2022

102Depth Ranging Performance Evaluation and Improvement for RGB-D Cameras on Field-Based High-Throughput Phenotyping Robots

作者： Fan, Zhengqiang; Sun, Na; Qiu, Quan; Li, Tao; Zhao, Chunjiang; SCI

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

来源：2021 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS)

年份：2021

103Design and Experiment of an Automatic Row-Oriented Spraying System Based on Machine Vision for Early-Stage Maize Corps

作者： Zheng, Kang; Zhai, Changyuan; Zhao, Chunjiang; Zheng, Kang; Han, Changjie; Zhao, Xueguan; Zhai, Changyuan; He, Yakai; Zhao, Chunjiang; SCI

机构： Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China; Xinjiang Agr Univ, Coll Mech & Elect Engn, Urumqi 830052, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Chinese Acad Agr Mechanizat Sci Grp Co Ltd, Beijing 100083, Peoples R China; Jiangsu Univ, Coll Agr Engn, Zhenjiang 530004, Peoples R China;

来源：AGRICULTURE-BASEL

关键词： maize; machine vision; pesticide application; navigation tracking

年份：2023

104Hyperspectral remote sensing for tobacco quality estimation, yield prediction, and stress detection: A review of applications and methods

作者： Zhang, Mingzheng; Zhu, Qingzhen; Zhao, Chunjiang; Zhang, Mingzheng; Chen, Tian'en; Chen, Dong; Wang, Cong; Wu, Wenbiao; Zhao, Chunjiang; Chen, Tian'en; Gu, Xiaohe; Chen, Dong; Wang, Cong; Wu, Wenbiao; Zhao, Chunjiang; Chen, Tian'en; Gu, Xiaohe; Chen, Dong; Wang, Cong; Wu, Wenbiao; Zhao, Chunjiang; SCI

机构： Jiangsu Univ, Sch Agr Engn, Zhenjiang, Jiangsu, Peoples R China; Nongxin Smart Agr Res Inst, Technol Ctr, Nanjing, Jiangsu, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Informat Engn Dept, Beijing, Peoples R China; Beijing Acad Agr & Forestry Sci, Res Ctr Informat Technol, Beijing, Peoples R China;

来源：FRONTIERS IN PLANT SCIENCE

关键词： tobacco; hyperspectral remote sensing; quality estimation; yield prediction; stress detection; vegetation index; machine learning

年份：2023

105Recognition of wheat rusts in a field environment based on improved DenseNet

作者： Chang, Shenglong; Cheng, Jinpeng; Fan, Zehua; Ma, Xinming; Li, Yong; Zhao, Chunjiang; Chang, Shenglong; Yang, Guijun; Cheng, Jinpeng; Fan, Zehua; Yang, Xiaodong; Zhao, Chunjiang; SCI

机构： Henan Agr Univ, Coll Agron, Zhengzhou 450002, Peoples R China; Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Key Lab Quantitat Remote Sensing Agr, Minist Agr & Rural Affairs, Beijing 100097, Peoples R China;

来源：BIOSYSTEMS ENGINEERING

关键词： Plant disease; Wheat rust; Image processing; Deep learning; Computer vision (CV); DenseNet

年份：2024

106GCVC: Graph Convolution Vector Distribution Calibration for Fish Group Activity Recognition

作者： Zhao, Zhenxi; Zhao, Chunjiang; Zhao, Zhenxi; Yang, Xinting; Zhou, Chao; Zhao, Chunjiang; Zhao, Zhenxi; Yang, Xinting; Zhou, Chao; Zhao, Chunjiang; Zhao, Zhenxi; Yang, Xinting; Zhou, Chao; Zhao, Chunjiang; Liu, Jintao; SCI

机构： NorthWest A&F Univ, Coll Informat Engn, Yangling 712100, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Res Ctr Informat Technol, Beijing 100097, Peoples R China; Natl Engn Lab Agriprod Qual Traceabil, Beijing 100097, Peoples R China; Univ Almeria, Sch Engn, Almeria 04120, Spain;

来源：IEEE TRANSACTIONS ON MULTIMEDIA

关键词： Fish; Feature extraction; Activity recognition; Calibration; Adhesives; Training; Convolution; Graph convolution vector calibration; fish group activity; activity feature vector calibration; fish activity dataset

年份：2024

107Adaptive precision cutting method for rootstock grafting of melons: modeling, analysis, and validation

作者： Chen, Shan; Zhao, Chunjiang; Chen, Shan; Jiang, Kai; Zheng, Wengang; Jia, Dongdong; Zhao, Chunjiang; Jiang, Kai; Zheng, Wengang; Jia, Dongdong; Zhao, Chunjiang; SCI

机构： Shihezi Univ, Coll Mech & Elect Engn, Shihezi 832003, Xinjiang, Peoples R China; Beijing Acad Agr & Forestry Sci, Res Ctr Intelligent Equipment, Beijing 100097, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China;

来源：COMPUTERS AND ELECTRONICS IN AGRICULTURE

关键词： Melon; Grafting robot; Adaptive cutting; Rootstock pith cavity; Machine vision

年份：2024

108Long-range infrared absorption spectroscopy and fast mass spectrometry for rapid online measurements of volatile organic compounds from black tea fermentation

作者： Yang, Chongshan; Li, Guanglin; Zhao, Chunjiang; Fu, Xinglan; Yang, Chongshan; Jiao, Leizi; Wen, Xuelin; Lin, Peng; Duan, Dandan; Zhao, Chunjiang; Dong, Daming; Yang, Chongshan; Jiao, Leizi; Wen, Xuelin; Lin, Peng; Duan, Dandan; Dong, Daming; Dong, Chunwang; SCI

机构： Southwest Univ, Coll Engn & Technol, Chongqing 400715, Peoples R China; Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China; Minist Agr & Rural Affairs, Key Lab Agr Sensors, Beijing 100097, Peoples R China; Shandong Acad Agr Sci, Tea Res Inst, Jinan 250000, Peoples R China;

来源：FOOD CHEMISTRY

关键词： Black tea fermentation; Volatile organic compounds; Proton transfer reaction mass spectrometry; Fourier transform infrared spectroscopy; Principal component analysis; Extreme learning machine

年份：2024

109Navigation line extraction algorithm for corn spraying robot based on YOLOv8s-CornNet

作者： Guo, Peiliang; Diao, Zhihua; Ma, Shushuai; He, Zhendong; Zhao, Suna; Zhao, Chunjiang; Li, Jiangbo; Zhang, Ruirui; Yang, Ranbing; Zhang, Baohua; SCI

机构： Zhengzhou Univ Light Ind, Coll Elect & Informat Engn, Zhengzhou 450002, Peoples R China; Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Res Ctr Intelligent Equipment, Beijing, Peoples R China; Hainan Univ, Coll Mech & Elect Engn, Haikou, Peoples R China; Nanjing Agr Univ, Coll Artificial Intelligence, Nanjing, Peoples R China;

来源：JOURNAL OF FIELD ROBOTICS

关键词： agricultural robotics; computer vision; deep learning; navigation line extraction; network lightweight

年份：2024

110An ultra-lightweight method for individual identification of cow-back pattern images in an open image set

作者： Wang, Rong; Gao, Ronghua; Li, Qifeng; Zhao, Chunjiang; Ding, Luyu; Yu, Ligen; Ma, Weihong; Wang, Rong; Zhao, Chunjiang; Gao, Ronghua; Li, Qifeng; Zhao, Chunjiang; Ding, Luyu; Yu, Ligen; Ma, Weihong; Ru, Lin; SCI

机构： Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100097, Peoples R China; Northwest A&F Univ, Coll Informat Engn, Yangling 712100, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Heilongjiang Bayi Agr Univ, Coll Civil Engn & Water Conservancy, Daqing 163319, Peoples R China;

来源：EXPERT SYSTEMS WITH APPLICATIONS

关键词： Cow-back pattern; Cow recognition; LightCowsNet; Open image set; Deep learning

年份：2024