农机化研究
農機化研究
농궤화연구
JOURNAL OF AGRICULTURAL MECHANIZATION RESEARCH
2015年
10期
1-7,12
,共8页
王海超%高雄%陈铁英%陈智
王海超%高雄%陳鐵英%陳智
왕해초%고웅%진철영%진지
病害检测%光谱技术%图像处理技术%机器视觉
病害檢測%光譜技術%圖像處理技術%機器視覺
병해검측%광보기술%도상처리기술%궤기시각
disease detection%spectroscopy technology%image processing technology%machine vision
精准农药喷洒作业是精细农业中要解决的重要问题之一,喷雾对象的识别和定位是精准农药喷洒作业的核心技术之一。机器视觉与光谱检测是目前最主要的两种自动检测方法。为此,针对国内外在病害检测识别领域研究现状,全面、系统地阐述基于图像处理技术的机器视觉检测法与光谱检测法在病害识别中的研究现状,分析其在病害识别上存在的优缺点。同时,指出今后病害检测的研究方向,使检测系统更具有良好的分割准确性、鲁棒性和实时性,以期实现非结构环境下的病虫害自动检测。
精準農藥噴灑作業是精細農業中要解決的重要問題之一,噴霧對象的識彆和定位是精準農藥噴灑作業的覈心技術之一。機器視覺與光譜檢測是目前最主要的兩種自動檢測方法。為此,針對國內外在病害檢測識彆領域研究現狀,全麵、繫統地闡述基于圖像處理技術的機器視覺檢測法與光譜檢測法在病害識彆中的研究現狀,分析其在病害識彆上存在的優缺點。同時,指齣今後病害檢測的研究方嚮,使檢測繫統更具有良好的分割準確性、魯棒性和實時性,以期實現非結構環境下的病蟲害自動檢測。
정준농약분쇄작업시정세농업중요해결적중요문제지일,분무대상적식별화정위시정준농약분쇄작업적핵심기술지일。궤기시각여광보검측시목전최주요적량충자동검측방법。위차,침대국내외재병해검측식별영역연구현상,전면、계통지천술기우도상처리기술적궤기시각검측법여광보검측법재병해식별중적연구현상,분석기재병해식별상존재적우결점。동시,지출금후병해검측적연구방향,사검측계통경구유량호적분할준학성、로봉성화실시성,이기실현비결구배경하적병충해자동검측。
Precise pesticide spraying operations is one of the important issues to be addressed in precision agriculture , and identifying and locating spray objects are one of the core technologies of precise pesticide spraying operations .Cur-rently machine vision and spectroscopy detection are considered with the most important automatic detection methods .For this reason , according to the research situations at home and abroad in disease detection and recognition areas , compre-hensive and systematic elaborating the research status based on machine vision and optical measurement techniques in the disease identification , analyzing the existence advantages and disadvantages on disease recognition .At the same time , pointing out that Research on Crop Disease Detection ,making the detection system possesses good segmentation accura-cy , robustness and real-time , in order to achieve automatic pests ’ detection under the unstructured environments .