資源簡(jiǎn)介
LK光流法的實(shí)現(xiàn)算法,代碼直接在主程序中就可以運(yùn)行。代碼內(nèi)容包括普通LK光流法,改進(jìn)的金字塔算法,以及根據(jù)光流場(chǎng)計(jì)算下一幀圖像,參考最經(jīng)典的論文Lucas B D, Kanade T. An iterative image registration technique with an application to stereo vision[C]//IJCAI. 1981, 81: 674-679寫的代碼。

代碼片段和文件信息
function?LK1
image1?=?imread(‘image1.png‘);
image2?=?imread(‘image2.png‘);
image1?=?rgb2gray(image1);
image2?=?rgb2gray(image2);
image1?=?single(image1);
image2?=?single(image2);
[dx1dy1]?=?gradient(image1);
[dx2dy2]?=?gradient(image2);
dx?=?1/2*(dx1+dx2);
dy?=?1/2*(dy1+dy2);
dt?=?image1?-?image2;
u?=?zeros(size(image1));?
v?=?zeros(size(image1));
window?=?9;
half?=?floor(window/2);
for?i?=?half+1:size(dx1)-half
????for?j?=?half+1:size(dx2)-half
????????tempdx?=?(dx(i-half:i+half?j-half:j+half))‘;
????????tempdy?=?(dy(i-half:i+half?j-half:j+half))‘;
????????tempdt?=?(dt(i-half:i+half?j-half:j+half))‘;
????????tempdx?=?tempdx(:);?
????????tempdy?=?tempdy(:);?
????????tempdt?=?tempdt(:);???
????????A?=?[tempdx?tempdy];??
????????U?=?-pinv(A‘*A)*A‘*tempdt;???
????????u(ij)=U(1);?
????????v(ij)=U(2);?
????end;?
end;???
result=zeros(size(u1)size(u2)3);
umax?=?0;
vmax?=?0;
umin?=?10000;
vmin?=?10000;
for?i=1:size(u1)
????for?j=1:size(u2)
????????if?(u(ij)>umax)
????????????umax?=?u(ij);
????????end
????????if?(u(ij) ????????????umin?=?u(ij);
????????end
????????if?(v(ij)>vmax)
????????????vmax?=?v(ij);
????????end
????????if?(v(ij) ????????????vmin?=?v(ij);
????????end
????end
end
for?i=1:size(u1)
????for?j=1:size(u2)
????????result(ij3)?=?0.4;
????????result(ij1)?=?(u(ij)-umin)/(umax-umin);
????????result(ij2)?=?(v(ij)-vmin)/(vmax-vmin);
????end
end
figureimshow(result);
result?=?im2uint8(result);
B?=?smooth(result104);
figureimshow(B);
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2013-07-04?10:59??Code\
?????文件??????158936??2013-06-04?09:40??Code\image1.png
?????文件??????159975??2013-06-04?09:41??Code\image2.png
?????文件????????1565??2013-07-01?16:19??Code\LK1.m
?????文件????????3699??2013-07-07?15:02??Code\LK2.m
?????文件????????2237??2013-06-28?14:50??Code\smooth.m
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