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資源簡介

單特征 MNIST庫 手寫數字識別實現(matlab),采用粗網格特征進行學習識別,首先提取MNIST數據庫60000個訓練樣本手進行特征提取,然后對10000個測試樣本進行測試,matlab 實現

資源截圖

代碼片段和文件信息

clear;
clc;
directory=uigetdir(‘‘‘選擇學習圖片路徑‘);
ImageNum=60000;
numis=textread(‘study.txt‘‘%1d‘);??%numis?是正確的ImageNum個樣本值
feasum=zeros(1016);??????%10*16的特征之和數組
numsum=zeros(10);???????%0-9的個數,0用10代替
h_w=waitbar(0‘請稍后,正在處理中>>>>>>>>‘);
for?i=1:ImageNum
????impath=fullfile(directory[‘TrainImage_‘?num2str(i‘%05d‘)?‘.bmp‘]);
????rawim=imread(impath);
????xx=find(rawim<150);
????rawim(xx)=0;
????x=find(rawim>=150);
????rawim(x)=255;
????bwim=im2bw(rawim0.5);%二值化
????
????gridnum=[0000000000000000];%保存16個塊的黑色像素個數
????xbase=1;
????ybase=1;
????for?yz=0:3
????????for?xz=0:3??????????%這兩個是4*4的大塊
????????????for?ybase=1:7
????????????????for?xbase=1:7???????%這兩個是在7*7的小塊內
????????????????????if(bwim(yz*7+ybasexz*7+xbase)==0)??%如果是黑色像素
????????????????????????gridnum(yz*4+xz+1)=gridnum(yz*4+xz+1)+1;
????????????????????end
????????????????end
????????????end
????????end
????end
????
????jud=numis(i);
????if?jud==0???????%如果是0,放在第十個
????????jud=10;
????end
????numsum(jud)=numsum(jud)+1;??????%統計0-9的個數
????for?t=1:16
????????feasum(judt)=feasum(judt)+gridnum(t);
????end
????waitbar(i/ImageNum);
end
sum=zeros(10);??????%sum保存0-9所有節點黑色像素總和,用于歸一化
for?i=1:10
????for?j=1:16
????????sum(i)=sum(i)+feasum(ij);
????end
end
feature=zeros(1016);
for?i=1:10
????for?j=1:16
????????feature(ij)=feasum(ij)/sum(i);
????end
end
fid=fopen(‘features.txt‘‘w‘); %將特征值寫到?feature.txt?文件
for?i=1:10
fprintf(fid‘%1.8f?%1.8f?%1.8f?%1.8f?%1.8f?%1.8f?%1.8f?%1.8f?%1.8f?%1.8f?%1.8f?%1.8f?%1.8f?%1.8f?%1.8f?%1.8f\n‘feature(i1)feature(i2)feature(i3)feature(i4)feature(i5)feature(i6)feature(i7)feature(i8)feature(i9)feature(i10)feature(i11)feature(i12)feature(i13)feature(i14)feature(i15)feature(i16));
end
fclose(fid);
close(h_w);

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件???????1760??2011-11-12?10:04??44grid\features.txt

?????文件???????2257??2011-11-12?13:18??44grid\grid-recognition.asv

?????文件???????1860??2011-11-12?09:50??44grid\grid_study.asv

?????文件???????1945??2011-11-12?13:55??44grid\grid_study.m

?????文件??????94416??2011-11-15?18:48??44grid\log.txt

?????文件????1072694??2011-11-15?18:58??44grid\ok.bmp

?????文件???????1654??2011-11-15?18:55??44grid\ok.fig

?????文件????????269??2011-11-12?14:56??44grid\ReadMe.txt

?????文件???????2330??2011-11-15?18:47??44grid\recognition.m

?????文件?????120000??2011-11-10?21:42??44grid\study.txt

?????文件??????20000??2011-11-10?21:32??44grid\test.txt

?????文件???????1320??2011-11-12?19:40??66splitline\features.txt

?????文件???????1989??2011-11-12?16:54??66splitline\grid_study.asv

?????文件??????91112??2011-11-15?18:58??66splitline\log.txt

?????文件????1072694??2011-11-15?19:00??66splitline\ok.bmp

?????文件????????270??2011-11-12?17:23??66splitline\ReadMe.txt

?????文件???????1666??2011-11-12?18:57??66splitline\recognition.asv

?????文件???????2433??2011-11-15?18:57??66splitline\recognition.m

?????文件???????2286??2011-11-12?19:34??66splitline\study.m

?????文件?????120000??2011-11-10?21:42??66splitline\study.txt

?????文件??????20000??2011-11-10?21:32??66splitline\test.txt

?????文件???????5400??2011-11-12?15:17??77grid\features?-?副本.txt

?????文件???????5403??2011-11-12?20:09??77grid\features.txt

?????文件???????1701??2011-11-12?14:20??77grid\grid_study.asv

?????文件???????1710??2011-11-12?20:05??77grid\grid_study.m

?????文件??????59668??2011-11-13?17:05??77grid\log.txt

?????文件????????269??2011-11-12?15:51??77grid\ReadMe.txt

?????文件???????2267??2011-11-12?14:31??77grid\recognition.asv

?????文件???????2277??2011-11-12?20:58??77grid\recognition.m

?????文件?????120000??2011-11-10?21:42??77grid\study.txt

............此處省略47個文件信息

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