山东农业科学
山東農業科學
산동농업과학
SHANGDONG AGRICULTURAL SCIENCES
2014年
8期
15-18
,共4页
程荣花%马飞%梁亚红%马丽%赵晶茹
程榮花%馬飛%樑亞紅%馬麗%趙晶茹
정영화%마비%량아홍%마려%조정여
叶片%病斑数量%病斑面积%自动化测量%HSV颜色分量过滤
葉片%病斑數量%病斑麵積%自動化測量%HSV顏色分量過濾
협편%병반수량%병반면적%자동화측량%HSV안색분량과려
Leaf%Disease spot number%Disease spot area%Automatic measurement%HSV color compo-nent filtering
本研究以VS.Net2005为开发平台,在Windows XP SP3运行环境下,运用单位面积标定物和数字图像处理技术,实现了植物叶片病斑数量和面积的自动化测量。首先利用高分辨率数码相机对含病斑的活体待测叶片和单位面积标定物进行拍照,根据预先设定获取标定物位置,并统计其像素点数量,然后利用HSV颜色分量过滤及中值滤波除噪获得叶片病斑区域块,统计病斑数量和总像素数量,通过叶病斑区域总像素数量和标定物面积换算,最终自动计算出叶片病斑总面积,效果较好。
本研究以VS.Net2005為開髮平檯,在Windows XP SP3運行環境下,運用單位麵積標定物和數字圖像處理技術,實現瞭植物葉片病斑數量和麵積的自動化測量。首先利用高分辨率數碼相機對含病斑的活體待測葉片和單位麵積標定物進行拍照,根據預先設定穫取標定物位置,併統計其像素點數量,然後利用HSV顏色分量過濾及中值濾波除譟穫得葉片病斑區域塊,統計病斑數量和總像素數量,通過葉病斑區域總像素數量和標定物麵積換算,最終自動計算齣葉片病斑總麵積,效果較好。
본연구이VS.Net2005위개발평태,재Windows XP SP3운행배경하,운용단위면적표정물화수자도상처리기술,실현료식물협편병반수량화면적적자동화측량。수선이용고분변솔수마상궤대함병반적활체대측협편화단위면적표정물진행박조,근거예선설정획취표정물위치,병통계기상소점수량,연후이용HSV안색분량과려급중치려파제조획득협편병반구역괴,통계병반수량화총상소수량,통과협병반구역총상소수량화표정물면적환산,최종자동계산출협편병반총면적,효과교호。
It was realized to automatically measure the plant leaf spot number and area by digital image processing technique using calibration per unit area on the development platform of VS .Net2005 in Windows XP SP3 operating environment .Firstly , the living leaf with disease spots and calibration object per unit area was photographed using high resolution digital camera , and the pixel number of calibration object was counted according to a preset position .Secondly ,the leaf spot area blocks were obtained using the HSV color compo-nent filtering and median filtering;the disease spot number and its total pixels were counted .Finally, the total leaf spot area could be calculated automatically through conversion based on the former statistics .Better effect was obtained .