資源簡介
matlab開發-腦瘤的分割。核磁共振圖像中的腦腫瘤可以被檢測出來。

代碼片段和文件信息
function?diff_im?=?anisodiff(im?num_iter?delta_t?kappa?option)
fprintf(‘Removing?noise\n‘);
fprintf(‘Filtering?Completed?!!‘);
%?Convert?input?image?to?double.
im?=?double(im);
%?PDE?(partial?differential?equation)?initial?condition.
diff_im?=?im;
%?Center?pixel?distances.
dx?=?1;
dy?=?1;
dd?=?sqrt(2);
%?2D?convolution?masks?-?finite?differences.
hN?=?[0?1?0;?0?-1?0;?0?0?0];
hS?=?[0?0?0;?0?-1?0;?0?1?0];
hE?=?[0?0?0;?0?-1?1;?0?0?0];
hW?=?[0?0?0;?1?-1?0;?0?0?0];
hNE?=?[0?0?1;?0?-1?0;?0?0?0];
hSE?=?[0?0?0;?0?-1?0;?0?0?1];
hSW?=?[0?0?0;?0?-1?0;?1?0?0];
hNW?=?[1?0?0;?0?-1?0;?0?0?0];
%?Anisotropic?diffusion.
for?t?=?1:num_iter
????????%?Finite?differences.?[imfilter(..‘conv‘)?can?be?replaced?by?conv2(..‘same‘)]
????????nablaN?=?imfilter(diff_imhN‘conv‘);
????????nablaS?=?imfilter(diff_imhS‘conv‘);???
????????nablaW?=?imfilter(diff_imhW‘conv‘);
????????nablaE?=?imfilter(diff_imhE‘conv‘);???
????????nablaNE?=?imfilter(diff_imhNE‘conv‘);
????????nablaSE?=?imfilter(diff_imhSE‘conv‘);???
????????nablaSW?=?imfilter(diff_imhSW‘conv‘);
????????nablaNW?=?imfilter(diff_imhNW‘conv‘);?
????????
????????%?Diffusion?function.
????????if?option?==?1
????????????cN?=?exp(-(nablaN/kappa).^2);
????????????cS?=?exp(-(nablaS/kappa).^2);
????????????cW?=?exp(-(nablaW/kappa).^2);
????????????cE?=?exp(-(nablaE/kappa).^2);
????????????cNE?=?exp(-(nablaNE/kappa).^2);
????????????cSE?=?exp(-(nablaSE/kappa).^2);
????????????cSW?=?exp(-(nablaSW/kappa).^2);
????????????cNW?=?exp(-(nablaNW/kappa).^2);
????????elseif?option?==?2
????????????cN?=?1./(1?+?(nablaN/kappa).^2);
????????????cS?=?1./(1?+?(nablaS/kappa).^2);
????????????cW?=?1./(1?+?(nablaW/kappa).^2);
????????????cE?=?1./(1?+?(nablaE/kappa).^2);
????????????cNE?=?1./(1?+?(nablaNE/kappa).^2);
????????????cSE?=?1./(1?+?(nablaSE/kappa).^2);
????????????cSW?=?1./(1?+?(nablaSW/kappa).^2);
????????????cNW?=?1./(1?+?(nablaNW/kappa).^2);
????????end
????????%?Discrete?PDE?solution.
????????diff_im?=?diff_im?+?...
??????????????????delta_t*(...
??????????????????(1/(dy^2))*cN.*nablaN?+?(1/(dy^2))*cS.*nablaS?+?...
??????????????????(1/(dx^2))*cW.*nablaW?+?(1/(dx^2))*cE.*nablaE?+?...
??????????????????(1/(dd^2))*cNE.*nablaNE?+?(1/(dd^2))*cSE.*nablaSE?+?...
??????????????????(1/(dd^2))*cSW.*nablaSW?+?(1/(dd^2))*cNW.*nablaNW?);
???????????
???????
????????
end
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????42990??2015-06-11?10:03??O.P?final\a.jpg
?????文件???????67172??2015-06-11?10:03??O.P?final\a1.jpg
?????文件????????2415??2015-06-11?10:03??O.P?final\anisodiff.m
?????文件????????1816??2015-06-11?10:03??O.P?final\Asbtmi.m
?????文件????????2065??2015-06-11?10:03??O.P?final\Asbtmi2.m
?????文件?????????779??2015-06-11?10:03??O.P?final\Asbtmi3.m
?????文件????????1474??2015-06-11?10:03??O.P?final\Asbtmi4.m
?????文件????????6907??2015-06-11?10:03??O.P?final\b.jpg
?????文件???????66228??2015-06-11?10:03??O.P?final\b1.jpg
?????文件????????7815??2015-06-11?10:03??O.P?final\c.jpg
?????文件???????69596??2015-06-11?10:03??O.P?final\c1.jpg
?????文件????????1264??2015-06-11?10:03??O.P?final\comp.m
?????文件??????????68??2015-06-11?10:03??O.P?final\desktop.ini
?????文件????????2156??2015-06-11?10:03??O.P?final\falsepositives.m
?????文件????????4773??2015-06-11?10:03??O.P?final\svm.m
?????文件?????????198??2015-06-11?10:03??O.P?final\test.m
?????文件????????1321??2015-06-11?10:03??license.txt
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