README.rtf

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{\fdbmajor\f31522\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}{\fdbmajor\f31523\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}{\fdbmajor\f31524\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}
{\fdbmajor\f31525\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}{\fdbmajor\f31526\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}{\fhimajor\f31528\fbidi \fswiss\fcharset238\fprq2 Calibri Light CE;}
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{\fbimajor\f31543\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}{\fbimajor\f31544\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}{\fbimajor\f31545\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}
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{\fdbminor\f31558\fbidi \froman\fcharset238\fprq2 Times New Roman CE;}{\fdbminor\f31559\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;}{\fdbminor\f31561\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}
{\fdbminor\f31562\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}{\fdbminor\f31563\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}{\fdbminor\f31564\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}
{\fdbminor\f31565\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}{\fdbminor\f31566\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}{\fhiminor\f31568\fbidi \fswiss\fcharset238\fprq2 Calibri CE;}
{\fhiminor\f31569\fbidi \fswiss\fcharset204\fprq2 Calibri Cyr;}{\fhiminor\f31571\fbidi \fswiss\fcharset161\fprq2 Calibri Greek;}{\fhiminor\f31572\fbidi \fswiss\fcharset162\fprq2 Calibri Tur;}
{\fhiminor\f31575\fbidi \fswiss\fcharset186\fprq2 Calibri Baltic;}{\fhiminor\f31576\fbidi \fswiss\fcharset163\fprq2 Calibri (Vietnamese);}{\fbiminor\f31578\fbidi \froman\fcharset238\fprq2 Times New Roman CE;}
{\fbiminor\f31579\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;}{\fbiminor\f31581\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}{\fbiminor\f31582\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}
{\fbiminor\f31583\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}{\fbiminor\f31584\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}{\fbiminor\f31585\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}
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\rtlch\fcs1 \ab\af0\afs44 \ltrch\fcs0 \b\fs44\cf19\lang1033\langfe2052\loch\af13\hich\af13\dbch\af13\langfenp2052\insrsid11435697 
\par }{\rtlch\fcs1 \ab\af0\afs44 \ltrch\fcs0 \b\fs44\cf19\insrsid11435697\charrsid11435697 \hich\af31506\dbch\af31505\loch\f31506 by online 3D sparsifying transform learning}{\rtlch\fcs1 \ab\af0\afs44 \ltrch\fcs0 \b\fs44\cf19\insrsid13453004 
\par }\pard\plain \ltrpar\s15\ql \li0\ri0\sa200\sl276\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid2715985\contextualspace \rtlch\fcs1 \af0\afs22\alang1037 \ltrch\fcs0 
\fs22\lang1033\langfe1033\loch\af31506\hich\af31506\dbch\af31505\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid11435697 \hich\af31506\dbch\af31505\loch\f31506 VIDOSAT}{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid2715985 
\hich\af31506\dbch\af31505\loch\f31506  is a formulation and an algorithm that adaptively learns }{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid4340936 \hich\af31506\dbch\af31505\loch\f31506 
a structured overcomplete sparsifying transform with block cosparsity, or equivalently a union of square sparsifying transforms,}{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid2715985 \hich\af31506\dbch\af31505\loch\f31506  and simultaneously}{\rtlch\fcs1 \af0 
\ltrch\fcs0 \insrsid4340936 \hich\af31506\dbch\af31505\loch\f31506  clusters the data via sparse coding}{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid2715985 \hich\af31506\dbch\af31505\loch\f31506 , as described in the following}{\rtlch\fcs1 \af0 \ltrch\fcs0 
\insrsid677156 \hich\af31506\dbch\af31505\loch\f31506  }{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid2715985 \loch\af31506\dbch\af31505\hich\f31506 \'93}{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid11435697 \hich\af31506\dbch\af31505\loch\f31506 VIDOSAT}{\rtlch\fcs1 
\af0 \ltrch\fcs0 \insrsid4340936 \loch\af31506\dbch\af31505\hich\f31506 \'94}{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid677156 \hich\af31506\dbch\af31505\loch\f31506  }{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid14689622 \hich\af31506\dbch\af31505\loch\f31506 paper}
{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid2715985 \hich\af31506\dbch\af31505\loch\f31506 :
\par {\listtext\pard\plain\ltrpar \rtlch\fcs1 \af0\afs22 \ltrch\fcs0 \f37\fs22\lang1033\langfe1033\langfenp1033\insrsid72440 \hich\af37\dbch\af31505\loch\f37 [1]\tab}}\pard\plain \ltrpar\ql \fi-360\li720\ri0\sa200\sl276\slmult1
\nowidctlpar\wrapdefault\faauto\ls3\rin0\lin720\itap0\pararsid11435697 \rtlch\fcs1 \af0\afs22\alang1025 \ltrch\fcs0 \fs22\lang1033\langfe1033\loch\af31506\hich\af31506\dbch\af31505\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\insrsid72440 \hich\af37\dbch\af31505\loch\f37 B. Wen,}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid72440\charrsid10831366 \hich\af37\dbch\af31505\loch\f37  S}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid72440 .}{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\insrsid72440\charrsid10831366 \hich\af37\dbch\af31505\loch\f37  Ravishank\hich\af37\dbch\af31505\loch\f37 ar, and Y}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid72440 .}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid72440\charrsid10831366 
\hich\af37\dbch\af31505\loch\f37  Bresler. }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid72440 \loch\af37\dbch\af31505\hich\f37 \'93}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11435697\charrsid11435697 \hich\af37\dbch\af31505\loch\f37 
Video denoising by online 3D sparsifying transform learning}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid72440\charrsid13260658 \hich\af37\dbch\af31505\loch\f37 ."}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid72440\charrsid10831366 
\hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid72440\charrsid13260658 \hich\af37\dbch\af31505\loch\f37 IEEE International Conference on}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid72440 \hich\af37\dbch\af31505\loch\f37 
 Image Processing (ICIP), pp. }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11435697\charrsid11435697 \hich\af37\dbch\af31505\loch\f37 118 - 122}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 , 2015}{\rtlch\fcs1 \af37 
\ltrch\fcs0 \f37\insrsid72440\charrsid11500556 .}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid72440 
\par }\pard \ltrpar\ql \li0\ri0\sa200\sl276\slmult1\nowidctlpar\wrapdefault\faauto\rin0\lin0\itap0\pararsid11500556 {\rtlch\fcs1 \af37\afs28 \ltrch\fcs0 \f37\fs28\cf6\insrsid11500556 \hich\af37\dbch\af31505\loch\f37 
*************************************************************
\par }{\rtlch\fcs1 \af37\afs28 \ltrch\fcs0 \f37\fs28\cf6\insrsid15030965 \hich\af37\dbch\af31505\loch\f37 T}{\rtlch\fcs1 \af37\afs28 \ltrch\fcs0 \f37\fs28\cf6\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 HIS PAPER}{\rtlch\fcs1 \af37\afs28 \ltrch\fcs0 
\f37\fs28\cf6\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37  SHOULD BE CITED IN ANY PUBLICATION OR PRESENTATION THAT USES ANY OF THE }{\rtlch\fcs1 \af37\afs28 \ltrch\fcs0 \f37\fs28\cf6\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 
VIDOSAT}{\rtlch\fcs1 \af37\afs28 \ltrch\fcs0 \f37\fs28\cf6\insrsid11500556 \hich\af37\dbch\af31505\loch\f37  SOFTWARE }{\rtlch\fcs1 \af37\afs28 \ltrch\fcs0 \f37\fs28\cf6\lang9\langfe1033\langnp9\insrsid11500556\charrsid11500556 
\hich\af37\dbch\af31505\loch\f37 PACKAGE IN THIS DIRECTORY, OR ANY FUTURE VERSION CREATED FROM IT.}{\rtlch\fcs1 \af37\afs28 \ltrch\fcs0 \f37\fs28\cf6\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37  
\par }{\rtlch\fcs1 \af37\afs28 \ltrch\fcs0 \f37\fs28\cf6\insrsid11500556 \hich\af37\dbch\af31505\loch\f37 *************************************************************}{\rtlch\fcs1 \af37\afs28 \ltrch\fcs0 \f37\fs28\cf6\insrsid11500556\charrsid11500556 
\par {\listtext\pard\plain\ltrpar \rtlch\fcs1 \ab\af37\afs22 \ltrch\fcs0 \f3\fs22\lang1033\langfe1033\langfenp1033\insrsid11435697 \loch\af3\dbch\af31505\hich\f3 \'b7\tab}}\pard \ltrpar\ql \fi-360\li360\ri0\sa200\sl276\slmult1
\nowidctlpar\wrapdefault\faauto\ls4\rin0\lin360\itap0\pararsid11500556 {\rtlch\fcs1 \ab\af37 \ltrch\fcs0 \b\f37\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 VIDOSAT}{\rtlch\fcs1 \ab\af37 \ltrch\fcs0 \b\f37\insrsid11500556 
\hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37 is a}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid4996931 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 
\ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37 collection of}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid4996931 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 
\hich\af37\dbch\af31505\loch\f37 Matlab}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid2715985 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37 
functions that implement the}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid2715985 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 VIDOSAT}{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37  algorithm presented in the above paper.}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556 
\par {\listtext\pard\plain\ltrpar \rtlch\fcs1 \af37\afs22 \ltrch\fcs0 \f3\fs22\lang1033\langfe1033\langfenp1033\insrsid11500556\charrsid11500556 \loch\af3\dbch\af31505\hich\f3 \'b7\tab}}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 \~}{
\rtlch\fcs1 \ab\af37 \ltrch\fcs0 \b\f37\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 VIDOSAT}{\rtlch\fcs1 \ab\af37 \ltrch\fcs0 \b\f37\insrsid11500556 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37 includes}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556 
\par {\listtext\pard\plain\ltrpar \rtlch\fcs1 \af37\afs22 \ltrch\fcs0 \f2\fs22\lang1033\langfe1033\langfenp1033\insrsid11500556\charrsid11500556 \hich\af2\dbch\af31505\loch\f2 o\tab}}\pard \ltrpar\ql \fi-360\li1080\ri0\sa200\sl276\slmult1
\nowidctlpar\wrapdefault\faauto\ls4\ilvl1\rin0\lin1080\itap0\pararsid11500556 {\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37 A collection of the}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid1713982 
\hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 VIDOSAT}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37 Matlab}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 
\hich\af37\dbch\af31505\loch\f37 functions.}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556 
\par {\listtext\pard\plain\ltrpar \rtlch\fcs1 \af37\afs22 \ltrch\fcs0 \f2\fs22\lang1033\langfe1033\langfenp1033\insrsid12925752 \hich\af2\dbch\af31505\loch\f2 o\tab}}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid12925752 \hich\af37\dbch\af31505\loch\f37 
Example data}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37  that enable}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid13264553 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37 to replicate}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid12925752 \hich\af37\dbch\af31505\loch\f37  the example of}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 
\hich\af37\dbch\af31505\loch\f37  the results presented in the }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 VIDOSAT}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 
\hich\af37\dbch\af31505\loch\f37  paper.}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556 
\par }\pard \ltrpar\ql \li0\ri0\sa200\sl276\slmult1\nowidctlpar\wrapdefault\faauto\rin0\lin0\itap0\pararsid11500556 {\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 \loch\af37\dbch\af31505\hich\f37 \'b7\~\~\~\~\~\~\~\~
\hich\af37\dbch\af31505\loch\f37 If you have any}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37 questions on }{
\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 VIDOSAT}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid11500556\charrsid11500556 \hich\af37\dbch\af31505\loch\f37 , you are welcome to contact the authors.
\par }\pard\plain \ltrpar\s15\ql \li0\ri0\sa200\sl276\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid10891007\contextualspace \rtlch\fcs1 \af0\afs22\alang1037 \ltrch\fcs0 
\fs22\lang1033\langfe1033\loch\af31506\hich\af31506\dbch\af31505\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \ab\af0\afs28 \ltrch\fcs0 \b\fs28\insrsid10891007\charrsid10891007 {\*\bkmkstart Acknowledgements}\hich\af31506\dbch\af31505\loch\f31506 
ACKNOWLEDGEMENTS{\*\bkmkend Acknowledgements}
\par }{\rtlch\fcs1 \af0 \ltrch\fcs0 \ul\insrsid10891007 \hich\af31506\dbch\af31505\loch\f31506 Contributors: 
\par {\listtext\pard\plain\ltrpar \s15 \rtlch\fcs1 \af0\afs22\alang1037 \ltrch\fcs0 \f3\fs22\lang1033\langfe1033\langfenp1033\insrsid7760985 \loch\af3\dbch\af31505\hich\f3 \'b7\tab}}\pard \ltrpar\s15\ql \fi-360\li720\ri0\sa200\sl276\slmult1
\widctlpar\wrapdefault\aspalpha\aspnum\faauto\ls11\adjustright\rin0\lin720\itap0\pararsid10891007\contextualspace {\field{\*\fldinst {\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid7760985 \hich\af31506\dbch\af31505\loch\f31506 
HYPERLINK "http://web.engr.illinois.edu/~bwen3"}{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid7760985 {\*\datafield 
00d0c9ea79f9bace118c8200aa004ba90b0200000003000000e0c9ea79f9bace118c8200aa004ba90b6000000068007400740070003a002f002f007700650062002e0065006e00670072002e0069006c006c0069006e006f00690073002e006500640075002f007e006200770065006e0033000000795881f43b1d7f48af2c
825dc485276300000000a5ab00000000ff6900028500}}}{\fldrslt {\rtlch\fcs1 \af0 \ltrch\fcs0 \cs16\ul\cf17\insrsid7760985\charrsid7760985 \hich\af31506\dbch\af31505\loch\f31506 Bihan Wen}}}\sectd \ltrsect\linex0\sectdefaultcl\sftnbj {\rtlch\fcs1 \af0 
\ltrch\fcs0 \insrsid7760985 
\par {\listtext\pard\plain\ltrpar \s15 \rtlch\fcs1 \af0\afs22\alang1037 \ltrch\fcs0 \f3\fs22\lang1033\langfe1033\langfenp1033\insrsid10891007 \loch\af3\dbch\af31505\hich\f3 \'b7\tab}}{\field\fldedit{\*\fldinst {\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid10891007 
\hich\af31506\dbch\af31505\loch\f31506  HYPERLINK "http://www.ece.illinois.edu/directory/profile.asp?ravisha3" }{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid9569687 {\*\datafield 
00d0c9ea79f9bace118c8200aa004ba90b0200000003000000e0c9ea79f9bace118c8200aa004ba90b8e00000068007400740070003a002f002f007700770077002e006500630065002e0069006c006c0069006e006f00690073002e006500640075002f006400690072006500630074006f00720079002f00700072006f00
660069006c0065002e006100730070003f00720061007600690073006800610033000000795881f43b1d7f48af2c825dc485276300000000a5ab00000036003500020000}}}{\fldrslt {\rtlch\fcs1 \af0 \ltrch\fcs0 \cs16\ul\cf17\insrsid10891007 \hich\af31506\dbch\af31505\loch\f31506 
Saiprasad Ravishankar}}}\sectd \ltrsect\linex0\sectdefaultcl\sftnbj {\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid10891007 
\par {\listtext\pard\plain\ltrpar \s15 \rtlch\fcs1 \af0\afs22\alang1037 \ltrch\fcs0 \f3\fs22\lang1033\langfe1033\langfenp1033\insrsid10891007 \loch\af3\dbch\af31505\hich\f3 \'b7\tab}}{\field\fldedit{\*\fldinst {\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid10891007 
\hich\af31506\dbch\af31505\loch\f31506  HYPERLINK "http://www.ifp.illinois.edu/~yoram/" }{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid9569687 {\*\datafield 
00d0c9ea79f9bace118c8200aa004ba90b0200000003000000e0c9ea79f9bace118c8200aa004ba90b6000000068007400740070003a002f002f007700770077002e006900660070002e0069006c006c0069006e006f00690073002e006500640075002f007e0079006f00720061006d002f000000795881f43b1d7f48af2c
825dc485276300000000a5ab00005c00720302800000}}}{\fldrslt {\rtlch\fcs1 \af0 \ltrch\fcs0 \cs16\ul\cf17\insrsid10891007 \hich\af31506\dbch\af31505\loch\f31506 Yoram Bresler}}}\sectd \ltrsect\linex0\sectdefaultcl\sftnbj {\rtlch\fcs1 \af0 \ltrch\fcs0 
\insrsid10891007 
\par }\pard \ltrpar\s15\ql \li0\ri0\sa200\sl276\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid10891007\contextualspace {\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid10891007 \hich\af31506\dbch\af31505\loch\f31506 
The development of this software was supported in part by the National Science Foundation (NSF) under grants CCF 06-35234 and CCF 10-18660.
\par 
\par 
\par }\pard \ltrpar\s15\ql \li0\ri0\sb240\sa120\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid10891007\contextualspace {\rtlch\fcs1 \ab\af0\afs28 \ltrch\fcs0 \b\fs28\insrsid10891007\charrsid10891007 {\*\bkmkstart Contact}
\hich\af31506\dbch\af31505\loch\f31506 CONTACT
\par }\pard\plain \ltrpar\ql \li0\ri0\sa160\sl259\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid10891007 \rtlch\fcs1 \af0\afs22\alang1025 \ltrch\fcs0 
\fs22\lang1033\langfe1033\loch\af31506\hich\af31506\dbch\af31505\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid10891007 {\*\bkmkend Contact}\hich\af31506\dbch\af31505\loch\f31506 
Email is the best way to contact us. Our email addresses are:
\par }{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid12153608 \hich\af31506\dbch\af31505\loch\f31506 Bihan Wen: }{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid6037685 \hich\af31506\dbch\af31505\loch\f31506 bihan.wen.UIUC}{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid12153608 
\hich\af31506\dbch\af31505\loch\f31506  AT gmail DOT com
\par }{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid10891007 \hich\af31506\dbch\af31505\loch\f31506 Saiprasad Ravishankar: sairavi45 AT gmail DOT com
\par \hich\af31506\dbch\af31505\loch\f31506 Yoram Bresler: ybresler AT Illinois DOT edu
\par }\pard \ltrpar\ql \li0\ri0\sl259\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid10891007 {\rtlch\fcs1 \af0 \ltrch\fcs0 \ul\insrsid10891007 \hich\af31506\dbch\af31505\loch\f31506 Address:}{\rtlch\fcs1 \af0 
\ltrch\fcs0 \insrsid10891007 \tab \hich\af31506\dbch\af31505\loch\f31506 Yoram Bresler}{\rtlch\fcs1 \af0 \ltrch\fcs0 \ul\insrsid10891007 
\par }{\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid10891007 \tab \tab \hich\af31506\dbch\af31505\loch\f31506 Coordinated Science Laboratory}{\rtlch\fcs1 \af0 \ltrch\fcs0 \ul\insrsid10891007 
\par }\pard \ltrpar\ql \li0\ri0\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid10891007 {\rtlch\fcs1 \af0 \ltrch\fcs0 \insrsid10891007 \tab \tab \hich\af31506\dbch\af31505\loch\f31506 1308 West Main Street
\par \tab \tab \hich\af31506\dbch\af31505\loch\f31506 Urbana, IL 61801
\par \tab \tab \hich\af31506\dbch\af31505\loch\f31506 USA
\par }\pard \ltrpar\ql \li0\ri0\sa200\sl276\slmult1\nowidctlpar\wrapdefault\faauto\rin0\lin0\itap0\pararsid6819933 {\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\insrsid2715985 
\par }\pard \ltrpar\ql \li0\ri0\sa200\sl276\slmult1\nowidctlpar\wrapdefault\faauto\rin0\lin0\itap0 {\rtlch\fcs1 \ab\af37\afs28 \ltrch\fcs0 \b\f37\fs28\lang9\langfe1033\langnp9\insrsid6819933\charrsid6819933 \hich\af37\dbch\af31505\loch\f37 DOCUMENTATION
\par }{\rtlch\fcs1 \af37\afs24 \ltrch\fcs0 \b\f37\fs24\ul\lang9\langfe1033\langnp9\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 VIDOSAT}{\rtlch\fcs1 \af37\afs24 \ltrch\fcs0 \b\f37\fs24\ul\lang9\langfe1033\langnp9\insrsid5975068 
\hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37\afs24 \ltrch\fcs0 \b\f37\fs24\ul\lang9\langfe1033\langnp9\insrsid1078917\charrsid1078917 \hich\af37\dbch\af31505\loch\f37 Description}{\rtlch\fcs1 \af37 \ltrch\fcs0 
\b\f37\lang9\langfe1033\langnp9\insrsid1078917\charrsid1078917 \hich\af37\dbch\af31505\loch\f37 :}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid1078917 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 VIDOSAT}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid13453004 \hich\af37\dbch\af31505\loch\f37  is a}{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid11237183 \hich\af37\dbch\af31505\loch\f37 n online video denoising}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid13453004 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid11237183 \hich\af37\dbch\af31505\loch\f37 algorithm}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid5975068\charrsid5975068 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid11237183 \hich\af37\dbch\af31505\loch\f37 by adaptively learning}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid5975068\charrsid5975068 \hich\af37\dbch\af31505\loch\f37  a }{\rtlch\fcs1 \af37 
\ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid11237183 \hich\af37\dbch\af31505\loch\f37 3D }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid5975068\charrsid5975068 \hich\af37\dbch\af31505\loch\f37 sparsifying transform }{
\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid11237183 \hich\af37\dbch\af31505\loch\f37 online}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid5975068 .}{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid13453004 
\par }\pard \ltrpar\ql \li0\ri0\sa160\sl259\slmult1\nowidctlpar\wrapdefault\faauto\rin0\lin0\itap0\pararsid6819933 {\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6819933 \hich\af37\dbch\af31505\loch\f37 
The following is a very brief description of the MATLAB files, which can be used to simulate the various experimental scenarios in our }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 VIDOSAT}{
\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6819933 \hich\af37\dbch\af31505\loch\f37  Paper [1]. Please read the specific MATLAB files for detailed information about them. }{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid6037685 
\par 
\par }\pard \ltrpar\ql \li0\ri0\sa200\sl276\slmult1\nowidctlpar\wrapdefault\faauto\rin0\lin0\itap0\pararsid6037685 {\rtlch\fcs1 \ab\af37\afs24 \ltrch\fcs0 \b\f37\fs24\ul\lang9\langfe1033\langnp9\insrsid6037685\charrsid6698960 \hich\af37\dbch\af31505\loch\f37 
MAIN AND SIMULATION CODE}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6037685 \hich\af37\dbch\af31505\loch\f37 :
\par }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6037685\charrsid2715985 \hich\af37\dbch\af31505\loch\f37 1.\tab }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 VIDOSAT}{
\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid8545530 \hich\af37\dbch\af31505\loch\f37 _}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid11237183 \hich\af37\dbch\af31505\loch\f37 video}{\rtlch\fcs1 \af37 
\ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid8545530 \hich\af37\dbch\af31505\loch\f37 denoising}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6037685\charrsid2715985 \hich\af37\dbch\af31505\loch\f37 .m - accepts }{\rtlch\fcs1 
\af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid8545530 \hich\af37\dbch\af31505\loch\f37 gray-scale }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid11237183 \hich\af37\dbch\af31505\loch\f37 video}{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid8545530 \hich\af37\dbch\af31505\loch\f37  with additive Gaussian noise and simulation parameters as inputs, and generates the learned }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid11435697 
\hich\af37\dbch\af31505\loch\f37 VIDOSAT}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid8545530 \hich\af37\dbch\af31505\loch\f37 , as well as the denoised }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid11237183 
\hich\af37\dbch\af31505\loch\f37 video}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid8545530 \hich\af37\dbch\af31505\loch\f37  estimate by }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid11435697 
\hich\af37\dbch\af31505\loch\f37 VIDOSAT}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid8545530 .}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6037685\charrsid2715985 
\par }{\rtlch\fcs1 \ab\af37\afs24 \ltrch\fcs0 \b\f37\fs24\ul\lang9\langfe1033\langnp9\insrsid6037685\charrsid15609438 \hich\af37\dbch\af31505\loch\f37 PARAMETER SETTINGS}{\rtlch\fcs1 \ab\af37 \ltrch\fcs0 \b\f37\lang9\langfe1033\langnp9\insrsid6037685 
\hich\af37\dbch\af31505\loch\f37 :}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6037685 
\par }\pard \ltrpar\ql \li0\ri0\sa160\sl259\slmult1\nowidctlpar\wrapdefault\faauto\rin0\lin0\itap0\pararsid6037685 {\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6037685 \hich\af37\dbch\af31505\loch\f37 
All the above matlab files have various parameters that need to be carefully/optimally set at the time of use. Examples of parameter values are given }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid8814268 
\hich\af37\dbch\af31505\loch\f37 \hich\f37 by the Matlab functions \'93}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid11435697 \hich\af37\dbch\af31505\loch\f37 VIDOSAT}{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid8814268\charrsid8814268 \hich\af37\dbch\af31505\loch\f37 _}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid2318243 \hich\af37\dbch\af31505\loch\f37 video}{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid8814268\charrsid8814268 \hich\af37\dbch\af31505\loch\f37 denoise_param}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid8814268 \hich\af37\dbch\af31505\loch\f37 .m}{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid2318243 \loch\af37\dbch\af31505\hich\f37 \'94\loch\f37 \hich\f37  and \'93}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid2318243\charrsid2318243 \hich\af37\dbch\af31505\loch\f37 
getVIDOSAT_multipass_param.m}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid2318243 \loch\af37\dbch\af31505\hich\f37 \'94\loch\f37 , }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6037685 
\hich\af37\dbch\af31505\loch\f37 but these may n\hich\af37\dbch\af31505\loch\f37 ot necessarily provide the best or even acceptable performance for your data.
\par }\pard \ltrpar\ql \li0\ri0\sa200\sl276\slmult1\nowidctlpar\wrapdefault\faauto\rin0\lin0\itap0\pararsid6037685 {\rtlch\fcs1 \af37\afs24 \ltrch\fcs0 \b\f37\fs24\ul\lang9\langfe1033\langnp9\insrsid6037685 \hich\af37\dbch\af31505\loch\f37 DATA}{\rtlch\fcs1 
\af37\afs24 \ltrch\fcs0 \b\f37\fs24\lang9\langfe1033\langnp9\insrsid6037685 \hich\af37\dbch\af31505\loch\f37 : 
\par }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6037685 \hich\af37\dbch\af31505\loch\f37 The folder }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid9913743 \loch\af37\dbch\af31505\hich\f37 \endash }{\rtlch\fcs1 
\af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6037685 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid9913743 \hich\af37\dbch\af31505\loch\f37 demo_data}{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid6037685 \hich\af37\dbch\af31505\loch\f37  - contains }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid2515490 \hich\af37\dbch\af31505\loch\f37 a}{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid6037685 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid7541017 \hich\af37\dbch\af31505\loch\f37 sample data that }{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid2515490 \hich\af37\dbch\af31505\loch\f37 is}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid7541017 \hich\af37\dbch\af31505\loch\f37  used for our demo scripts}{\rtlch\fcs1 \af37 \ltrch\fcs0 
\f37\lang9\langfe1033\langnp9\insrsid6037685 .}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid7541017 \hich\af37\dbch\af31505\loch\f37  Th}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid2515490 
\hich\af37\dbch\af31505\loch\f37 e}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid7541017 \hich\af37\dbch\af31505\loch\f37  demo data }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid2515490 
\hich\af37\dbch\af31505\loch\f37 is}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid7541017 \hich\af37\dbch\af31505\loch\f37  also used in our }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid11435697 
\hich\af37\dbch\af31505\loch\f37 VIDOSAT}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid2515490 \hich\af37\dbch\af31505\loch\f37  paper}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid7541017 
\hich\af37\dbch\af31505\loch\f37  [1].}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6037685 \hich\af37\dbch\af31505\loch\f37  }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid12978466 
\par }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid7541017 \hich\af37\dbch\af31505\loch\f37 The full data that can be used t}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid14689622 \hich\af37\dbch\af31505\loch\f37 
o reproduce our results in [1}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid7541017 \hich\af37\dbch\af31505\loch\f37 ] can be }{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6371502 
\hich\af37\dbch\af31505\loch\f37 provided upon request.}{\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid6037685\charrsid15609438 
\par }\pard\plain \ltrpar\s15\ql \li0\ri0\nowidctlpar\wrapdefault\faauto\rin0\lin0\itap0\pararsid2715985\contextualspace \rtlch\fcs1 \af0\afs22\alang1037 \ltrch\fcs0 
\fs22\lang1033\langfe1033\loch\af31506\hich\af31506\dbch\af31505\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \af37 \ltrch\fcs0 \f37\lang9\langfe1033\langnp9\insrsid2715985\charrsid6819933 
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\lsdpriority47 \lsdlocked0 List Table 2 Accent 3;\lsdpriority48 \lsdlocked0 List Table 3 Accent 3;\lsdpriority49 \lsdlocked0 List Table 4 Accent 3;\lsdpriority50 \lsdlocked0 List Table 5 Dark Accent 3;
\lsdpriority51 \lsdlocked0 List Table 6 Colorful Accent 3;\lsdpriority52 \lsdlocked0 List Table 7 Colorful Accent 3;\lsdpriority46 \lsdlocked0 List Table 1 Light Accent 4;\lsdpriority47 \lsdlocked0 List Table 2 Accent 4;
\lsdpriority48 \lsdlocked0 List Table 3 Accent 4;\lsdpriority49 \lsdlocked0 List Table 4 Accent 4;\lsdpriority50 \lsdlocked0 List Table 5 Dark Accent 4;\lsdpriority51 \lsdlocked0 List Table 6 Colorful Accent 4;
\lsdpriority52 \lsdlocked0 List Table 7 Colorful Accent 4;\lsdpriority46 \lsdlocked0 List Table 1 Light Accent 5;\lsdpriority47 \lsdlocked0 List Table 2 Accent 5;\lsdpriority48 \lsdlocked0 List Table 3 Accent 5;
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