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大小: 1.66M文件類型: .zip金幣: 1下載: 0 次發布日期: 2021-02-12
- 語言: Matlab
- 標簽: 圖像分類??神經網絡??分類??BP??classificati??autoencoder??
資源簡介
BP神經網絡圖像分類程序,代碼很好懂,適合初學者。樣本選的不是很大。
代碼片段和文件信息
clear?all;
%<----------------------------!運用BP網絡進行圖像分類--------------------------->
%讀入樣本10即遙感圖像的背景
I=imread(‘10.jpg‘);
%將樣本圖像降維處理
R=I(::1);
G=I(::2);
B=I(::3);
%灰度值歸一化
R=im2double(R);
G=im2double(G);
B=im2double(B);
[M?N]=size(R);
R=reshape(R‘[1?M*N]);
G=reshape(G‘[1?M*N]);
B=reshape(B‘[1?M*N]);
%初始化輸入矢量P和輸出矢量T
P=[];
T=[];
P=[R;G;B];
T=[0;0;0];
[m?n]=size(P);
T=concur(Tn);
%讀入樣本圖像0
I=imread(‘0.jpg‘);
%將樣本圖像降維處理
R=I(::1);
G=I(::2);
B=I(::3);
%灰度值歸一化
R=im2double(R);
G=im2double(G);
B=im2double(B);
[M?N]=size(R);
R=reshape(R‘[1?M*N]);
G=reshape(G‘[1?M*N]);
B=reshape(B‘[1?M*N]);
P1=[R;G;B];
T1=[0.1;0.3;0.5];
P=[PP1];
[m?n]=size(P1);
T1=concur(T1n);
T=[TT1];
%讀入樣本圖像1
I=imread(‘1.jpg‘);
%將樣本圖像降維處理
R=I(::1);
G=I(::2);
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2013-07-24?18:12??BPNeural?network?image?classification?process\
?????文件?????????686??2011-01-19?11:26??BPNeural?network?image?classification?process\0.jpg
?????文件?????????765??2011-01-19?11:26??BPNeural?network?image?classification?process\1.jpg
?????文件?????????643??2011-01-19?11:26??BPNeural?network?image?classification?process\10.jpg
?????文件?????????741??2011-01-19?11:26??BPNeural?network?image?classification?process\2.jpg
?????文件?????????644??2011-01-19?11:26??BPNeural?network?image?classification?process\3.jpg
?????文件?????????782??2011-01-19?11:26??BPNeural?network?image?classification?process\4.jpg
?????文件?????????726??2011-01-19?11:26??BPNeural?network?image?classification?process\5.jpg
?????文件?????????723??2011-01-19?11:26??BPNeural?network?image?classification?process\6.jpg
?????文件?????????755??2011-01-19?11:26??BPNeural?network?image?classification?process\7.jpg
?????文件?????????969??2011-01-19?11:26??BPNeural?network?image?classification?process\8.jpg
?????文件?????????641??2011-01-19?11:26??BPNeural?network?image?classification?process\9.jpg
?????目錄???????????0??2013-07-24?18:12??BPNeural?network?image?classification?process\bimetric_binary_pso\
?????目錄???????????0??2013-07-24?18:12??BPNeural?network?image?classification?process\bimetric_binary_pso\src\
?????文件????????4026??2008-11-03?21:33??BPNeural?network?image?classification?process\bimetric_binary_pso\src\f_landscape.txt
?????文件?????????505??2008-11-03?21:33??BPNeural?network?image?classification?process\bimetric_binary_pso\src\f_landscape_12_20.txt
?????文件???????32793??2008-11-03?21:33??BPNeural?network?image?classification?process\bimetric_binary_pso\src\main?(avec?edgeFind?etc).c
?????文件???????33356??2009-10-21?09:07??BPNeural?network?image?classification?process\bimetric_binary_pso\src\main.c
?????文件?????????512??2008-11-03?21:33??BPNeural?network?image?classification?process\bimetric_binary_pso\src\Q10.txt
?????文件???????50103??2008-11-03?21:33??BPNeural?network?image?classification?process\bimetric_binary_pso\src\Q100.txt
?????文件???????41601??2008-11-03?21:33??BPNeural?network?image?classification?process\bimetric_binary_pso\src\Q100paper.txt
?????文件?????????474??2008-11-03?21:33??BPNeural?network?image?classification?process\bimetric_binary_pso\src\Q12.txt
?????文件??????????59??2008-11-03?21:33??BPNeural?network?image?classification?process\bimetric_binary_pso\src\Q5.txt
?????文件???????12552??2008-11-03?21:33??BPNeural?network?image?classification?process\bimetric_binary_pso\src\Q50.txt
?????文件?????1250503??2008-11-03?21:33??BPNeural?network?image?classification?process\bimetric_binary_pso\src\Q500.txt
?????文件????????3097??2008-11-03?21:33??BPNeural?network?image?classification?process\bimetric_binary_pso\src\Qr.txt
?????文件????????8018??2013-06-06?16:10??BPNeural?network?image?classification?process\LiChen.asv
?????文件????????8018??2013-06-06?16:10??BPNeural?network?image?classification?process\LiChen.m
?????文件???????25088??2013-06-06?13:51??BPNeural?network?image?classification?process\Thumbs.db
?????文件??????623984??2011-01-19?11:26??BPNeural?network?image?classification?process\tm2000mask.jpg
?????文件???????96641??2011-01-19?11:26??BPNeural?network?image?classification?process\tm2003mask.jpg
............此處省略1個文件信息
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