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  • 大小: 13.07MB
    文件類型: .zip
    金幣: 1
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    發布日期: 2023-06-29
  • 語言: 其他
  • 標簽: 遙感圖像??

資源簡介

基于超像素合并的遙感圖像多尺度分割,先將圖像進行分割成超像素區域。然后按照一定的合并準則進行合并,參考文獻《A Bilevel Scale-Sets Model for Hierarchical Representation of Large RemoteSensing Images》發表在2016年TGRS上

資源截圖

代碼片段和文件信息

addpath(‘SCoW‘);
addpath(‘SLIC_mex‘);
addpath(‘MergeTool‘);

[filenamepathname]=uigetfile({‘*.bmp‘}‘choose?the?picture‘);
str=[pathname?filename];

%%?File?Paths?and?Parameters
MergeTool?=?‘SuperPixelMerge.exe‘;
SP_label?=?[pathname‘Superpixel.tif‘];
SPMG_label?=?[pathname‘Merge.tif‘];
MG_Criterion?=?0;??%?0?1?2?3
Num_of_Region?=?120;?%?the?number?of?regions?after?region?merging
MG_Shape?=?0.3;
MG_Compact?=?0.5;
%%?

img?=?imread(str);

%%?Spatially-constrained?Watershed?Superpixel
%Watershed?Superpixel?IEEE?ICIP?2015.
%img?=?im2double(img);
%[boundarylabels]?=?SCoW(img(::1)img(::2)img(::3)0.5100);
%%?SLIC?Superpixel
[labels?numlabels]?=?slicmex(img1000015);
%you?can?replace?this?function?use?other?superpixel?method
%%?save?superpixel?map?as?TIF?image
data?=?uint32(labels);
t?=?Tiff(SP_label‘w‘);
%?Setup?tags
tagstruct.ImageLength?????=?size(data1);
tagstruct.ImageWidth??????=?size(data2);
tagstruct.Photometric?????=?Tiff.Photometric.MinIsBlack;
tagstruct.BitsPerSample???=?32;
tagstruct.SamplesPerPixel?=?1;
tagstruct.RowsPerStrip????=?16;
tagstruct.PlanarConfiguration?=?Tiff.PlanarConfiguration.Chunky;
tagstruct.Software????????=?‘MATLAB‘;
t.setTag(tagstruct)
t.write(data);
t.close();
%%?
ShowContours(strSP_label);
%%?Call?the?Superpixel?Merge?tool

%format?the?command?line?input
cd?MergeTool;
cmd_line?=?sprintf(‘%s?%s?%s?%s?%s?%s?%s‘MergeToolstrSP_labelSPMG_labelnum2str(MG_Criterion)num2str(Num_of_Region)?num2str(MG_Shape)?num2str(MG_Compact));
%call?the?Superpixel?Merge?Tool
system(cmd_line);
cd?..;
%%?
ShowContours(strSPMG_label);


?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件?????2202678??2017-03-21?10:42??demo.bmp
?????文件????????1651??2017-06-06?16:02??Demo_Matlab.m
?????目錄???????????0??2017-03-21?10:26??GraphSeg\
?????文件????????5295??2014-02-12?12:59??GraphSeg\binaryHeap.h
?????文件????????9216??2017-03-21?10:17??GraphSeg\BuildGLTree.mexw64
?????目錄???????????0??2017-03-21?10:16??GraphSeg\coherenceFilter\
?????文件????????9898??2014-02-12?12:59??GraphSeg\coherenceFilter\CoherenceFilter.m
?????文件????????1007??2014-02-12?12:59??GraphSeg\coherenceFilter\compile_c_files.m
?????目錄???????????0??2017-03-21?10:16??GraphSeg\coherenceFilter\functions\
?????目錄???????????0??2017-03-21?10:16??GraphSeg\coherenceFilter\functions2D\
?????文件????????6148??2014-02-12?12:59??GraphSeg\coherenceFilter\functions2D\CoherenceFilterStep2D.c
?????文件?????????618??2014-02-12?12:59??GraphSeg\coherenceFilter\functions2D\CoherenceFilterStep2D.m
?????文件???????13418??2014-02-12?12:59??GraphSeg\coherenceFilter\functions2D\CoherenceFilterStep2D_functions.c
?????文件?????????687??2014-02-12?12:59??GraphSeg\coherenceFilter\functions2D\ConstructDiffusionTensor2D.m
?????文件????????2279??2014-02-12?12:59??GraphSeg\coherenceFilter\functions2D\diffusion_scheme_2D_implicit.m
?????文件????????1925??2014-02-12?12:59??GraphSeg\coherenceFilter\functions2D\diffusion_scheme_2D_non_negativity.m
?????文件????????1103??2014-02-12?12:59??GraphSeg\coherenceFilter\functions2D\diffusion_scheme_2D_rotation_invariant.m
?????文件????????1475??2014-02-12?12:59??GraphSeg\coherenceFilter\functions2D\diffusion_scheme_2D_standard.m
?????文件?????????879??2014-02-12?12:59??GraphSeg\coherenceFilter\functions2D\EigenVectors2D.m
?????文件?????????667??2014-02-12?12:59??GraphSeg\coherenceFilter\functions2D\StructureTensor2D.m
?????目錄???????????0??2017-03-21?10:16??GraphSeg\coherenceFilter\functions3D\
?????文件????????6372??2014-02-12?12:59??GraphSeg\coherenceFilter\functions3D\CoherenceFilterStep3D.c
?????文件?????????625??2014-02-12?12:59??GraphSeg\coherenceFilter\functions3D\CoherenceFilterStep3D.m
?????文件???????36356??2014-02-12?12:59??GraphSeg\coherenceFilter\functions3D\CoherenceFilterStep3D_functions.c
?????文件????????3328??2014-02-12?12:59??GraphSeg\coherenceFilter\functions3D\diffusion_scheme_3D_implicit.m
?????文件????????8099??2014-02-12?12:59??GraphSeg\coherenceFilter\functions3D\diffusion_scheme_3D_non_negativity.c
?????文件????????3076??2014-02-12?12:59??GraphSeg\coherenceFilter\functions3D\diffusion_scheme_3D_non_negativity.m
?????文件???????13234??2014-02-12?12:59??GraphSeg\coherenceFilter\functions3D\diffusion_scheme_3D_rotation_invariant.c
?????文件????????1164??2014-02-12?12:59??GraphSeg\coherenceFilter\functions3D\diffusion_scheme_3D_rotation_invariant.m
?????文件????????5912??2014-02-12?12:59??GraphSeg\coherenceFilter\functions3D\diffusion_scheme_3D_standard.c
?????文件????????2653??2014-02-12?12:59??GraphSeg\coherenceFilter\functions3D\diffusion_scheme_3D_standard.m
............此處省略202個文件信息

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