山东农业科学2016，Vol.48Issue(4)：139-144,6.DOI:10.14083/j.issn.1001-4942.2016.04.034
机器视觉在我国农业中的应用研究进展分析
Analysis on Application and Research Progress of Machine Vision in Agriculture in China
摘要
Abstract
The research on machine vision technology in agriculture in China is gradually deepened with the development of image processing,pattern recognition and artificial intelligence technologies.Many a-chievements have been obtained.Based on the full -text database retrieval system of CNKI (China National Knowledge Infrastructure),the statistical analysis is carried out on dissertations and journal articles to study the research progress of machine version in agriculture.It was summarized that the main research topics in-cluded vision measuring,image processing,trajectory tracking and vehicle navigation,pattern recognition and their application and so on,which focused on imageinformation acquisition method,image processing and rec-ognizing algorithm,intelligent navigation algorithm and system integration application,etc.The main academ-ic journals about these topics were the Journal of Agricultural Mechanization Research,the Transactions of the Chinese Society of Agricultural Engineering and the Transactions of the Chinese Society for Agricultural Ma-chinery.The researches on machine vision technology in agriculture were mainly funded by the National Natu-ral Science Foundation,the National High -Tech Research and Development Projects (“863”Projects),the National Sci -Tech Support Plan,the Provincial Key Research Project,the Provincial Natural Science Foun-dation,etc.The research organizations mainly included China Agricultural University,Nanjing Agricultural University,Zhejiang University,South China Agricultural University,Shanxi Agricultural University and Jian-gsu University.But there were still some distances between researches and practical and commercial utiliza-tions in crop growth information measurement,weed recognition,variable control,mechanically intelligent navigation,picking and sorting,etc.To integrate the system of machine vision technology based on the practi-cal developing of agriculture would be the important research direction in future in China.This study provided references for further study on machine vision in agriculture in China.关键词
机器视觉/农业/图像处理/模式识别/视觉导航Key words
Machine vision/Agriculture/Image processing/Pattern recognition/Visual navigation分类
农业科技引用本文复制引用
王风云,郑纪业,唐研,刘延忠,李乔宇,穆元杰,王磊..机器视觉在我国农业中的应用研究进展分析[J].山东农业科学,2016,48(4):139-144,6.基金项目
国家科技支撑计划项目“畜禽养殖监控与智能管理技术研究”（2014BAD08B05－02）；山东省农业重大应用技术创新课题“白灵菇设施生产物联网智能控制及精准管理关键技术的研究与应用”、“食用菌智能化控制关键技术研究与应用” （）
