红外与激光工程
紅外與激光工程
홍외여격광공정
INFRARED AND LASER ENGINEERING
2014年
3期
1009-1015
,共7页
王冬冬%张炜%金国锋%杨正伟%田干
王鼕鼕%張煒%金國鋒%楊正偉%田榦
왕동동%장위%금국봉%양정위%전간
突变理论%尖点突变模型%热波检测%图像分割
突變理論%尖點突變模型%熱波檢測%圖像分割
돌변이론%첨점돌변모형%열파검측%도상분할
catastrophic theory%cusp catastrophic model%thermal waving inspection%image segmentation
图像分割是实现热波检测缺陷定量识别的关键。根据有缺陷区域与无缺陷区域图像灰度值不连续变化的特点,提出一种基于尖点突变理论的分割方法,在计算图像幅值和相位的基础上,通过建立尖点突变模型及相应的坐标变换,将系统变量进行归一化处理,根据处理后的尖点突变模型的判决式标记热波图像中像素值突变的点,提取突变点的骨架,对其膨胀和填充运算实现缺陷的分割。最后通过试验验证了该方法的可行性。
圖像分割是實現熱波檢測缺陷定量識彆的關鍵。根據有缺陷區域與無缺陷區域圖像灰度值不連續變化的特點,提齣一種基于尖點突變理論的分割方法,在計算圖像幅值和相位的基礎上,通過建立尖點突變模型及相應的坐標變換,將繫統變量進行歸一化處理,根據處理後的尖點突變模型的判決式標記熱波圖像中像素值突變的點,提取突變點的骨架,對其膨脹和填充運算實現缺陷的分割。最後通過試驗驗證瞭該方法的可行性。
도상분할시실현열파검측결함정량식별적관건。근거유결함구역여무결함구역도상회도치불련속변화적특점,제출일충기우첨점돌변이론적분할방법,재계산도상폭치화상위적기출상,통과건립첨점돌변모형급상응적좌표변환,장계통변량진행귀일화처리,근거처리후적첨점돌변모형적판결식표기열파도상중상소치돌변적점,제취돌변점적골가,대기팽창화전충운산실현결함적분할。최후통과시험험증료해방법적가행성。
Image segmentation is the key technique to achieve the quantitative identification in the thermal waving inspection. An image segmentation method was advanced based on the cusp catastrophic theory according to the characteristics of discontinuous change between the region with defect and without defect in thermal images. The amplitude and phase of the image were computed at first, then the model of the cusp catastrophic was established and the corresponding transform of coordinate was studied, the variable of the system was dealt with unitarity. The salutatory dots were signed based on the judicative formula of the cusp catastrophic model after the unitariness, the framework of the salutatory dots was picked up to realize the segmentation of the thermal waving images through the operation of the expansion and fill. At last the experiments were carried out to prove the feasibility of this method.