資源簡介
求變形前后的散斑圖的位移,并求所求部分圖像的相關函數,然后用2次曲面擬合求解位移值,精度達亞像素級。

代碼片段和文件信息
close?all;
clc;
clear;
%Iu?=?imread(‘U0V0.bmp彩色TO灰度.jpg‘);
%Id?=?imread(‘U10V10.BMP彩色TO灰度.jpg‘);
Iu?=?imread(‘平移前的圖2.png‘);
Id?=?imread(‘平移后的圖2.png‘);
[mn]=size(Iu);
%取H為以Iu中心為中心的41×41矩陣
H=Iu(m/2-20:m/2+20n/2-20:n/2+20);
tt=0;
for?i?=21:m-21
????
????for?j?=21:n-21
????????
????????J=Id(i-20:i+20j-20:j+20);
???????%求矩陣H和J的相似度系數?
????????R=?corr2(HJ);
???????%如果相關系數大于0,則搜索窗口高h1=i長l1=j?
????????if?R>tt
????????????tt=R;
????????????h1=i;
????????????l1=j;
????????end
????end
end
%像素級坐標XY
%meshgrid生成和H一樣大小的網格矩陣,矩陣X和Y的大小為41×41
[XY]?=?meshgrid(m/2-20:m/2+20n/2-20:n/2+20);
?Pos=[X(:)?Y(:)];
?%生成41×41全零矩陣
?E=zeros(4141);
?
?[Count?Width]?=?size(Pos);
?
D=?zeros(Count4);
tic
for?k?=1:?Count
????????
????????C=E;
????????
????????max=0;
????????
????A=Iu(Pos(k1)-20:Pos(k1)+20Pos(k2)-20:Pos(k2)+20);
????
?for?i?=?Pos(k1)+h1-m/2-1?:?Pos(k1)+h1-m/2+1
????
????for?j?=?Pos(k2)+l1-n/2-1?:?Pos(k2)+l1-n/2+1
????????
????????B=Id(i-20:i+20j-20:j+20);
????????
????????R=?corr2(AB);
????????
????????C(ij)?=?R;
????????
????????if?R>max
???????????max=R;
????????????h=i;
????????????l=j;
????????end
????????
????end
?end
Id=double(Id);
[axxyy]=fit2(xyznmpq)
%[subxsuby]=subpixel(hlC);
D(k:)=[Pos(k1)Pos(k2)suby-Pos(k2)subx-Pos(k1)];
%disp([Pos(k1)Pos(k2)suby-Pos(k2)subx-Pos(k1)]);
end
toc
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2017-11-09?14:24??speckle\
?????文件????????1548??2017-11-07?16:06??speckle\SANBAN.m
?????文件????????1460??2017-10-26?11:31??speckle\subpixel.m
?????文件???????15745??2010-04-29?09:38??speckle\x0y0.bmp彩色TO灰度.jpg
?????文件???????16530??2010-04-29?09:45??speckle\x0y1.BMP彩色TO灰度.jpg
?????文件???????16752??2010-04-29?09:38??speckle\x11y11.BMP彩色TO灰度.jpg
?????文件???????16751??2010-04-29?09:38??speckle\x17y5.BMP彩色TO灰度.jpg
?????文件???????16381??2010-04-29?09:45??speckle\x1y0.BMP彩色TO灰度.jpg
?????文件???????16603??2010-04-29?09:38??speckle\x3y19.BMP彩色TO灰度.jpg
?????文件???????16551??2017-10-31?14:34??speckle\平移前的模擬散斑圖2.png
?????文件???????27829??2017-10-31?14:34??speckle\平移后的模擬散斑圖2.png
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