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大小: 3KB文件類型: .m金幣: 1下載: 0 次發(fā)布日期: 2021-05-26
- 語言: Matlab
- 標(biāo)簽: 均值漂移??目標(biāo)跟蹤??
資源簡介
均值漂移目標(biāo)跟蹤算法,選定目標(biāo)后,一直跟蹤目標(biāo)
代碼片段和文件信息
function?TargetTracking()
%?第一幀用鼠標(biāo)選擇要跟蹤的物體
%?人為選擇要跟蹤的目標(biāo),雙擊后開始跟蹤
original=imread(‘Car_Data/car001.bmp‘);
figure(1)imshow(original);
[temprect]=imcrop(original);
[ab]=size(temp);
%目標(biāo)中心坐標(biāo)
y(1)=a/2;
y(2)=b/2;
m_wei=zeros(ab);%權(quán)值矩陣
h=y(1)^2+y(2)^2?;%帶寬
%?計算權(quán)值矩陣
for?i=1:a
????for?j=1:b
????????dist=(i-y(1))^2+(j-y(2))^2;
????????m_wei(ij)=1-dist/h;?
????end
end
%?歸一化系數(shù)
C=1/sum(sum(m_wei));
%計算目標(biāo)權(quán)值直方圖
hist1=zeros(14096);
for?i=1:a
????for?j=1:b???
????????quantify=fix(double(temp(ij))/16);
????????q_temp=quantify*16;
????????hist1(q_temp+1)=?hist1(q_temp+1)+m_wei(ij);%計算直方圖統(tǒng)計中每個像素點占的權(quán)重
????end
end
hist1=hist1*C;
rect(3)=ceil(rect(3));%向離它最近的大整數(shù)圓整
rect(4)=ceil(rect(4));
jishu=0;
%?讀取序列圖像
?for?i=1:100;
???????Im=imread([‘Car_Data/car‘fullname(i)‘.bmp‘]);?
???????jishu=jishu+1;
???????num=0;
???????Y=[22];
???????tic
???????%?mean?shift迭代
????while((Y(1)^2+Y(2)^2>0.5)?&&?num<20)???%迭代條件
????????num=num+1;
???????temp1=imcrop(Imrect);?
???????%?計算侯選區(qū)域直方圖???????????????????????????????????????????????????????????????????????????????????????????????????????
???????hist2=zeros(14096);
???????for?i=1:a
?????????for?j=1:b
????????????quantify1=fix(double(temp1(ij))/16);
????????????q_temp1(ij)=quantify1*256;
????????????hist2(q_temp1(ij)+1)=?hist2(q_temp1(ij)+1)+m_wei(ij);
?????????end
???????end
???????hist2=hist2*C;
???????w=weights(hist1hist2);
????????%變量初始化
????????sum_w=0;
????
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