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資源簡介

一個詳細CBIR的MATLAB代碼,包括HSV直方圖特征、Haar紋理特征、GIST特征、形狀特征。保證可用。.

資源截圖

代碼片段和文件信息

function?G?=?createGabor(or?n)
%
%?G?=?createGabor(numberOfOrientationsPerScale?n);
%
%?Precomputes?filter?transfer?functions.?All?computations?are?done?on?the
%?Fourier?domain.?
%
%?If?you?call?this?function?without?output?arguments?it?will?show?the
%?tiling?of?the?Fourier?domain.
%
%?Input
%?????numberOfOrientationsPerScale?=?vector?that?contains?the?number?of
%????????????????????????????????orientations?at?each?scale?(from?HF?to?BF)
%?????n?=?imagesize?=?[nrows?ncols]?
%
%?output
%?????G?=?transfer?functions?for?a?jet?of?gabor?filters


Nscales?=?length(or);
Nfilters?=?sum(or);

if?length(n)?==?1
????n?=?[n(1)?n(1)];
end

l=0;
for?i=1:Nscales
????for?j=1:or(i)
????????l=l+1;
????????param(l:)=[.35?.3/(1.85^(i-1))?16*or(i)^2/32^2?pi/(or(i))*(j-1)];
????end
end

%?Frequencies:
%[fx?fy]?=?meshgrid(-n/2:n/2-1);
[fx?fy]?=?meshgrid(-n(2)/2:n(2)/2-1?-n(1)/2:n(1)/2-1);
fr?=?fftshift(sqrt(fx.^2+fy.^2));
t?=?fftshift(angle(fx+sqrt(-1)*fy));

%?Transfer?functions:
G=zeros([n(1)?n(2)?Nfilters]);
for?i=1:Nfilters
????tr=t+param(i4);?
????tr=tr+2*pi*(tr<-pi)-2*pi*(tr>pi);

????G(::i)=exp(-10*param(i1)*(fr/n(2)/param(i2)-1).^2-2*param(i3)*pi*tr.^2);
end


if?nargout?==?0
????figure
????for?i=1:Nfilters
????????contour(fx?fy?fftshift(G(::i))[1?.7?.6]‘r‘);
????????hold?on
????end
????axis(‘on‘);
????axis(‘equal‘);
????axis([-n(2)/2?n(2)/2?-n(1)/2?n(1)/2]);
????axis(‘ij‘);
????xlabel(‘f_x?(cycles?per?image)‘);
????ylabel(‘f_y?(cycles?per?image)‘);
????grid?on;
end


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

?????文件????1952561??2011-11-26?15:20??CBIR\CBIR\distrib\CBIR.exe

?????文件???????1005??2011-11-26?15:20??CBIR\CBIR\distrib\readme.txt

?????文件????1952561??2011-11-26?15:20??CBIR\CBIR\src\CBIR.exe

?????文件?????575242??2011-11-26?15:20??CBIR\CBIR\src\mccExcludedFiles.log

?????文件???????1005??2011-11-26?15:20??CBIR\CBIR\src\readme.txt

?????文件??????52611??2011-11-26?15:19??CBIR\CBIR.prj

?????文件???????1494??2011-11-26?14:35??CBIR\createGabor.m

?????文件???????1048??2011-11-24?13:27??CBIR\DWT2_3layers.m

?????文件???????2003??2011-11-26?14:03??CBIR\HSV_feature.m

?????文件???????7303??2011-11-25?14:42??CBIR\image1.jpg

?????文件???????7396??2011-11-25?14:42??CBIR\image2.jpg

?????文件????????522??2009-11-21?02:21??CBIR\imresizecrop.m

?????文件???????6327??2011-11-26?14:35??CBIR\LMgist.m

?????文件????????320??2011-11-26?14:04??CBIR\load_image.m

?????文件????????454??2011-11-26?14:31??CBIR\main.m

?????文件????????195??2007-08-18?10:35??CBIR\RGB_to_YUV.m

?????文件??????????8??2011-11-26?14:36??CBIR\score.txt

?????文件????????562??2011-11-26?14:31??CBIR\search_GIST.m

?????文件????????329??2011-11-26?14:31??CBIR\search_HSV.m

?????文件????????461??2011-11-26?14:32??CBIR\search_YUV.m

?????目錄??????????0??2011-12-16?20:18??CBIR\CBIR\distrib

?????目錄??????????0??2011-12-16?20:18??CBIR\CBIR\src

?????目錄??????????0??2011-12-16?20:18??CBIR\CBIR

?????目錄??????????0??2011-12-16?20:18??CBIR

-----------?---------??----------?-----??----

??????????????4563407????????????????????24


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