資源簡(jiǎn)介
本代碼建立高斯混合模型(高斯多模型)(GMM),將其用于計(jì)算機(jī)視覺(jué)領(lǐng)域的視頻目標(biāo)檢測(cè)視頻監(jiān)控運(yùn)動(dòng)檢測(cè)運(yùn)動(dòng)目標(biāo)檢測(cè)視頻目標(biāo)跟蹤等相關(guān)應(yīng)用中。
代碼片段和文件信息
tic;
clear?all;
close?all;
clc;
A?=?VideoReader(‘smoke.avi‘);
LEN?=?A.Numberofframes;%得到視頻的幀數(shù)
for?x?=?1?:?LEN
pic?=??read(Ax);%讀入一張圖片
picture?=?strcat(‘smoke‘?int2str(x)?‘.jpg‘);
pic1?=?pic;%pic1中存放的是處理過(guò)后的彩色圖像
pic_hsv?=?rgb2hsv(pic);
imwrite(pic_hsvpicture‘jpg‘);
s?=?size(pic1);
bw_pic?=?zeros(s(1)?s(2));
for?i?=?1?:?s(1)
????for?j?=?1?:?s(2)
????????if?pic_hsv(i?j?1)?>?0.35?&&?pic_hsv(i?j?1)?0.65?&&?...
???????????pic_hsv(i?j?2)?>?0.06?&&?pic_hsv(i?j?2)?0.3?&&?...
???????????pic_hsv(i?j?3)?>?0.5?&&?pic_hsv(i?j?3)?<=?1;
???????????pic1(i?j?1)?=?255;
???????????pic1(i?j?2?:?3)?=?0;
????????end
????????if?pic1(i?j?1)?==?255?&&?pic1(i?j?2)?==?0
????????????bw_pic(i?j)?=?1;
????????end
????end
end
cov_bw_pic?=?1?-?bw_pic;
fill_pic?=?imfill(cov_bw_pic?‘holes‘);
fill_pic1?=?1?-?fill_pic;
B_pic?=?bwboundaries(fill_pic1);%得到的是一個(gè)P×1的單元
ss?=?size(B_pic);%ss的值就是連通分量的數(shù)量
ss1?=?size(B_pic{1?1});%ss1是一個(gè)大小為m×2的矩陣
max?=?ss1(1);
for?i?=?2?:?ss(1)%找到最大的連通區(qū)域的邊界總個(gè)數(shù)
????ss2?=?size(B_pic{i?1});
????if?ss2(1)>?max
????????max?=?ss2(1);
????end
end
%⑤…………………………將小于最大連通區(qū)域的連通分量邊界賦零
for?k?=?1?:?ss(1
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