激光技术
激光技術
격광기술
LASER TECHNOLOGY
2014年
5期
603-607
,共5页
梁智锦%王开福%顾国庆%张成斌
樑智錦%王開福%顧國慶%張成斌
량지금%왕개복%고국경%장성빈
图像处理%数字散斑相关%微粒子群优化算法%灰度插值
圖像處理%數字散斑相關%微粒子群優化算法%灰度插值
도상처리%수자산반상관%미입자군우화산법%회도삽치
image processing%digital speckle correlation%particle swarm optimization algorithm%gray interpolation
为了能够通过一步搜索同时得到数字散斑图像中所测点的整像素和亚像素位移信息,采用灰度插值的方法构造了亚像素子区,改进了基于微粒子群算法的数字图像散斑相关方法。对含有平移信息的模拟散斑图和具有应变的模拟散斑图进行相关计算,验证了该方法的适用性;在对具有微小面内位移转动的试件进行测量时,比较了整像素的微粒子群算法和不同量级的灰度插值下的亚像素微粒子群算法。结果表明,基于微粒子群算法的亚像素数字散斑图像相关方法在测量小位移方面具有一定的优越性。
為瞭能夠通過一步搜索同時得到數字散斑圖像中所測點的整像素和亞像素位移信息,採用灰度插值的方法構造瞭亞像素子區,改進瞭基于微粒子群算法的數字圖像散斑相關方法。對含有平移信息的模擬散斑圖和具有應變的模擬散斑圖進行相關計算,驗證瞭該方法的適用性;在對具有微小麵內位移轉動的試件進行測量時,比較瞭整像素的微粒子群算法和不同量級的灰度插值下的亞像素微粒子群算法。結果錶明,基于微粒子群算法的亞像素數字散斑圖像相關方法在測量小位移方麵具有一定的優越性。
위료능구통과일보수색동시득도수자산반도상중소측점적정상소화아상소위이신식,채용회도삽치적방법구조료아상소자구,개진료기우미입자군산법적수자도상산반상관방법。대함유평이신식적모의산반도화구유응변적모의산반도진행상관계산,험증료해방법적괄용성;재대구유미소면내위이전동적시건진행측량시,비교료정상소적미입자군산법화불동량급적회도삽치하적아상소미입자군산법。결과표명,기우미입자군산법적아상소수자산반도상상관방법재측량소위이방면구유일정적우월성。
In order to get the integer pixel displacement information and the sub-pixel displacement information simultaneously at one time , the sub-pixel subarea was constructed by using the method of gray interpolation and the digital image correlation method based on particle swarm optimization algorithm was proposed .The applicability of the method was verified by measuring both the simulated speckle pattern with the translational information and with the strain information . And then, the integer pixel particle swarm algorithm and the sub-pixel of different magnitude interpolation gray particle swarm algorithm were compared by measuring the specimen with tiny rotational displacement .The results show that the particle swarm algorithm based on sub-pixel digital scattered spot image correlation method has advantages for small displacement measurement .