红外技术
紅外技術
홍외기술
INFRARED TECHNOLOGY
2014年
7期
596-599
,共4页
徐向军%王生鹏%纪青春%刘东方%钱卫东%余杰%闫亚静
徐嚮軍%王生鵬%紀青春%劉東方%錢衛東%餘傑%閆亞靜
서향군%왕생붕%기청춘%류동방%전위동%여걸%염아정
绝缘子%红外图像%高斯尺度空间%GHT%图像识别
絕緣子%紅外圖像%高斯呎度空間%GHT%圖像識彆
절연자%홍외도상%고사척도공간%GHT%도상식별
insulator%infrared image%Gaussian scale-space%GHT%image recognition
绝缘子作为输电线路中用量庞大的部件,其状态对输电线路的稳定运行至关重要。针对现场红外图像中绝缘子的识别问题,设计了一种高斯尺度空间 GHT 方法,基于此,提出了一种基于高斯尺度空间 GHT 的绝缘子红外图像的识别方法。首先利用形态学方法滤除图像中的小块和噪音,基于Canny检测算子提取图像边缘;然后对模板进行高斯尺度空间分解,将分解结果和输入图像进行基于GHT 的模板匹配;最后结合绝缘子的形状特征值识别出绝缘子。实验结果表明该方法可以准确地识别出绝缘子,并为后期绝缘子的故障诊断提供依据。
絕緣子作為輸電線路中用量龐大的部件,其狀態對輸電線路的穩定運行至關重要。針對現場紅外圖像中絕緣子的識彆問題,設計瞭一種高斯呎度空間 GHT 方法,基于此,提齣瞭一種基于高斯呎度空間 GHT 的絕緣子紅外圖像的識彆方法。首先利用形態學方法濾除圖像中的小塊和譟音,基于Canny檢測算子提取圖像邊緣;然後對模闆進行高斯呎度空間分解,將分解結果和輸入圖像進行基于GHT 的模闆匹配;最後結閤絕緣子的形狀特徵值識彆齣絕緣子。實驗結果錶明該方法可以準確地識彆齣絕緣子,併為後期絕緣子的故障診斷提供依據。
절연자작위수전선로중용량방대적부건,기상태대수전선로적은정운행지관중요。침대현장홍외도상중절연자적식별문제,설계료일충고사척도공간 GHT 방법,기우차,제출료일충기우고사척도공간 GHT 적절연자홍외도상적식별방법。수선이용형태학방법려제도상중적소괴화조음,기우Canny검측산자제취도상변연;연후대모판진행고사척도공간분해,장분해결과화수입도상진행기우GHT 적모판필배;최후결합절연자적형상특정치식별출절연자。실험결과표명해방법가이준학지식별출절연자,병위후기절연자적고장진단제공의거。
The status of insulator is important for the stable operation of the transmission line as the number of insulator is large. Aiming at the recognition problem of insulator in the infrared image on site, a method of Gaussian scale-space and GHT was designed, and then a kind of method about insulator's recognition in infrared images based on Gaussian scale-space and GHT was put forward. Firstly, small pieces and noises in images were filtered based on morphological method, and then the edge of image was extracted based on Canny detection operator. Secondly, the Gaussian scale-space of template and the input image were matched based on GHT. Finally insulator was identified according to the characteristic value of the shape of the insulator. The experimental results show that the method can identify the insulator accurately and provide the basis for fault diagnosis of insulator.