LAMPIRAN LISTING PROGRAM

Transcripción

1 1. depan.m (Antarmuka Home) LAMPIRAN LISTING PROGRAM function varargout = depan(varargin) gui_singleton = 1; gui_state = struct('gui_name', mfilename,... 'gui_singleton', gui_singleton,... 'gui_layoutfcn', [],... 'gui_callback', []); if nargin && ischar(varargin{1}) gui_state.gui_callback = str2func(varargin{1}); if nargout [varargout{1:nargout}] = gui_mainfcn(gui_state, varargin{:}); else gui_mainfcn(gui_state, varargin{:});. function depan_openingfcn(hobject, eventdata, handles, varargin) handles.output = hobject; guidata(hobject, handles); function varargout = depan_outputfcn(hobject, eventdata, handles) a=imread('fak.jpg'); axes(handles.axes3); imshow(a) varargout{1} = handles.output; function Train_Callback(hObject, eventdata, handles) proses % ---- function Test_Callback(hObject, eventdata, handles) Test % ---- function help_callback(hobject, eventdata, handles) help

2 % ---- function about_callback(hobject, eventdata, handles) about % ---- function Exit_Callback(hObject, eventdata, handles) respon=keluar('title','konfirmasi Keluar'); switch lower(respon) case 'tidak' case 'ya' close % --- Executes during object creation, after setting all properties. function axes_createfcn(hobject, eventdata, handles) 2. proses.m (Antarmuka Train) function varargout = proses(varargin) gui_singleton = 1; gui_state = struct('gui_name', mfilename,... 'gui_singleton', gui_singleton,... 'gui_layoutfcn', [],... 'gui_callback', []); if nargin && ischar(varargin{1}) gui_state.gui_callback = str2func(varargin{1}); if nargout [varargout{1:nargout}] = gui_mainfcn(gui_state, varargin{:}); else gui_mainfcn(gui_state, varargin{:}); % --- Executes just before proses is made visible. function proses_openingfcn(hobject, eventdata, handles, varargin) handles.output = hobject; guidata(hobject, handles); % --- Outputs from this function are returned to the command line. function varargout = proses_outputfcn(hobject, eventdata, handles)

3 varargout{1} = handles.output; % --- Executes on button press in pushbutton1. function pushbutton1_callback(hobject, eventdata, handles) gb1=imread('yayang1.jpg'); gb2=imread('reni1.jpg'); gb3=imread('danny1.jpg'); gb4=imread('angga1.jpg'); gb5=imread('hayatun1.jpg'); gb6=imread('intan1.jpg'); gb7=imread('janwandi1.jpg'); gb8=imread('rasyid1.jpg'); gb9=imread('agus1.jpg'); gb10=imread('umri1.jpg'); gb11=imread('nurhennida1.jpg'); gb12=imread('rivai1.jpg'); gb13=imread('singgih1.jpg'); gb14=imread('teguh1.jpg'); gb15=imread('teti1.jpg'); gb16=imread('fajrul1.jpg'); gb17=imread('amalya1.jpg'); gb18=imread('vito1.jpg'); gb19=imread('sunfirst1.jpg'); gb20=imread('johanes1.jpg'); axes(handles.axes1); imshow(gb1) axes(handles.axes2); imshow(gb2) axes(handles.axes3); imshow(gb3) axes(handles.axes4); imshow(gb4) axes(handles.axes5); imshow(gb5) axes(handles.axes6); imshow(gb6) axes(handles.axes7); imshow(gb7) axes(handles.axes8); imshow(gb8) axes(handles.axes9); imshow(gb9) axes(handles.axes10); imshow(gb10) axes(handles.axes11); imshow(gb11) axes(handles.axes12); imshow(gb12) axes(handles.axes13); imshow(gb13) axes(handles.axes14); imshow(gb14) axes(handles.axes15); imshow(gb15) axes(handles.axes16); imshow(gb16) axes(handles.axes17); imshow(gb17) axes(handles.axes18); imshow(gb18) axes(handles.axes19); imshow(gb19) axes(handles.axes20); imshow(gb20) % --- Executes on button press in pushbutton2. function pushbutton2_callback(hobject, eventdata, handles) gb1 =getimage(handles.axes1);

4 gb2 =getimage(handles.axes2); gb3 =getimage(handles.axes3); gb4 =getimage(handles.axes4); gb5 =getimage(handles.axes5); gb6 =getimage(handles.axes6); gb7 =getimage(handles.axes7); gb8 =getimage(handles.axes8); gb9 =getimage(handles.axes9); gb10 =getimage(handles.axes10); gb11 =getimage(handles.axes11); gb12 =getimage(handles.axes12); gb13 =getimage(handles.axes13); gb14 =getimage(handles.axes14); gb15 =getimage(handles.axes15); gb16 =getimage(handles.axes16); gb17 =getimage(handles.axes17); gb18 =getimage(handles.axes18); gb19 =getimage(handles.axes19); gb20 =getimage(handles.axes20); gb1= imresize(gb1,[ ]); gb2= imresize(gb2,[ ]); gb3= imresize(gb3,[ ]); gb4= imresize(gb4,[ ]); gb5= imresize(gb5,[ ]); gb6= imresize(gb6,[ ]); gb7= imresize(gb7,[ ]); gb8= imresize(gb8,[ ]); gb9= imresize(gb9,[ ]); gb10= imresize(gb10,[ ]); gb11= imresize(gb11,[ ]); gb12= imresize(gb12,[ ]); gb13= imresize(gb13,[ ]); gb14= imresize(gb14,[ ]); gb15= imresize(gb15,[ ]); gb16= imresize(gb16,[ ]); gb17= imresize(gb17,[ ]); gb18= imresize(gb18,[ ]); gb19= imresize(gb19,[ ]); gb20= imresize(gb20,[ ]); axes(handles.axes1); imshow(gb1) axes(handles.axes2); imshow(gb2) axes(handles.axes3); imshow(gb3) axes(handles.axes4); imshow(gb4) axes(handles.axes5); imshow(gb5) axes(handles.axes6); imshow(gb6) axes(handles.axes7); imshow(gb7) axes(handles.axes8); imshow(gb8) axes(handles.axes9); imshow(gb9)

5 axes(handles.axes10); imshow(gb10) axes(handles.axes11); imshow(gb11) axes(handles.axes12); imshow(gb12) axes(handles.axes13); imshow(gb13) axes(handles.axes14); imshow(gb14) axes(handles.axes15); imshow(gb15) axes(handles.axes16); imshow(gb16) axes(handles.axes17); imshow(gb17) axes(handles.axes18); imshow(gb18) axes(handles.axes19); imshow(gb19) axes(handles.axes20); imshow(gb20) % --- Executes on button press in pushbutton3. function pushbutton3_callback(hobject, eventdata, handles) gb1 =getimage(handles.axes1); gb2 =getimage(handles.axes2); gb3 =getimage(handles.axes3); gb4 =getimage(handles.axes4); gb5 =getimage(handles.axes5); gb6 =getimage(handles.axes6); gb7 =getimage(handles.axes7); gb8 =getimage(handles.axes8); gb9 =getimage(handles.axes9); gb10 =getimage(handles.axes10); gb11 =getimage(handles.axes11); gb12 =getimage(handles.axes12); gb13 =getimage(handles.axes13); gb14 =getimage(handles.axes14); gb15 =getimage(handles.axes15); gb16 =getimage(handles.axes16); gb17 =getimage(handles.axes17); gb18 =getimage(handles.axes18); gb19 =getimage(handles.axes19); gb20 =getimage(handles.axes20); citra_double1=double(gb1); citra_double2=double(gb2); citra_double3=double(gb3); citra_double4=double(gb4); citra_double5=double(gb5); citra_double6=double(gb6); citra_double7=double(gb7); citra_double8=double(gb8); citra_double9=double(gb9); citra_double10=double(gb10); citra_double11=double(gb11); citra_double12=double(gb12); citra_double13=double(gb13); citra_double14=double(gb14);

6 citra_double15=double(gb15); citra_double16=double(gb16); citra_double17=double(gb17); citra_double18=double(gb18); citra_double19=double(gb19); citra_double20=double(gb20); [b k c]=size(citra_double1); semua_elemen1=citra_double1(x,y,1)+citra_double1(x,y,2)+ citra_double1(x,y,3); gray_mean1(x,y)=semua_elemen1/3; semua_elemen2=citra_double2(x,y,1)+citra_double2(x,y,2)+ citra_double2(x,y,3); gray_mean2(x,y)=semua_elemen2/3; semua_elemen3=citra_double3(x,y,1)+citra_double3(x,y,2)+ citra_double3(x,y,3); gray_mean3(x,y)=semua_elemen3/3; semua_elemen4=citra_double4(x,y,1)+citra_double4(x,y,2)+ citra_double4(x,y,3); gray_mean4(x,y)=semua_elemen4/3; semua_elemen5=citra_double5(x,y,1)+citra_double5(x,y,2)+ citra_double5(x,y,3); gray_mean5(x,y)=semua_elemen5/3; semua_elemen6=citra_double6(x,y,1)+citra_double6(x,y,2)+ citra_double6(x,y,3); gray_mean6(x,y)=semua_elemen6/3; semua_elemen7=citra_double7(x,y,1)+citra_double7(x,y,2)+ citra_double7(x,y,3); gray_mean7(x,y)=semua_elemen7/3; semua_elemen8=citra_double8(x,y,1)+citra_double8(x,y,2)+ citra_double8(x,y,3); gray_mean8(x,y)=semua_elemen8/3; semua_elemen9=citra_double9(x,y,1)+citra_double9(x,y,2)+ citra_double9(x,y,3); gray_mean9(x,y)=semua_elemen9/3; semua_elemen10=citra_double10(x,y,1)+citra_double10(x,y,2)+ citra_double10(x,y,3);

7 gray_mean10(x,y)=semua_elemen10/3; semua_elemen11=citra_double11(x,y,1)+citra_double11(x,y,2)+ citra_double11(x,y,3); gray_mean11(x,y)=semua_elemen11/3; semua_elemen12=citra_double12(x,y,1)+citra_double12(x,y,2)+ citra_double12(x,y,3); gray_mean12(x,y)=semua_elemen12/3; semua_elemen13=citra_double13(x,y,1)+citra_double13(x,y,2)+ citra_double13(x,y,3); gray_mean13(x,y)=semua_elemen13/3; semua_elemen14=citra_double14(x,y,1)+citra_double14(x,y,2)+ citra_double14(x,y,3); gray_mean14(x,y)=semua_elemen14/3; semua_elemen15=citra_double15(x,y,1)+citra_double15(x,y,2)+ citra_double15(x,y,3); gray_mean15(x,y)=semua_elemen15/3; semua_elemen16=citra_double16(x,y,1)+citra_double16(x,y,2)+ citra_double16(x,y,3); gray_mean16(x,y)=semua_elemen16/3; semua_elemen17=citra_double17(x,y,1)+citra_double17(x,y,2)+ citra_double17(x,y,3); gray_mean17(x,y)=semua_elemen17/3; semua_elemen18=citra_double18(x,y,1)+citra_double18(x,y,2)+ citra_double18(x,y,3); gray_mean18(x,y)=semua_elemen18/3; semua_elemen19=citra_double19(x,y,1)+citra_double19(x,y,2)+ citra_double19(x,y,3); gray_mean19(x,y)=semua_elemen19/3; semua_elemen20=citra_double20(x,y,1)+citra_double20(x,y,2)+ citra_double20(x,y,3); gray_mean20(x,y)=semua_elemen20/3; gb1=uint8(gray_mean1); gb2=uint8(gray_mean2); gb3=uint8(gray_mean3); gb4=uint8(gray_mean4); gb5=uint8(gray_mean5);

8 gb6=uint8(gray_mean6); gb7=uint8(gray_mean7); gb8=uint8(gray_mean8); gb9=uint8(gray_mean9); gb10=uint8(gray_mean10); gb11=uint8(gray_mean11); gb12=uint8(gray_mean12); gb13=uint8(gray_mean13); gb14=uint8(gray_mean14); gb15=uint8(gray_mean15); gb16=uint8(gray_mean16); gb17=uint8(gray_mean17); gb18=uint8(gray_mean18); gb19=uint8(gray_mean19); gb20=uint8(gray_mean20); axes(handles.axes1); imshow(gb1) axes(handles.axes2); imshow(gb2) axes(handles.axes3); imshow(gb3) axes(handles.axes4); imshow(gb4) axes(handles.axes5); imshow(gb5) axes(handles.axes6); imshow(gb6) axes(handles.axes7); imshow(gb7) axes(handles.axes8); imshow(gb8) axes(handles.axes9); imshow(gb9) axes(handles.axes10); imshow(gb10) axes(handles.axes11); imshow(gb11) axes(handles.axes12); imshow(gb12) axes(handles.axes13); imshow(gb13) axes(handles.axes14); imshow(gb14) axes(handles.axes15); imshow(gb15) axes(handles.axes16); imshow(gb16) axes(handles.axes17); imshow(gb17) axes(handles.axes18); imshow(gb18) axes(handles.axes19); imshow(gb19) axes(handles.axes20); imshow(gb20) % --- Executes on button press in pushbutton4. function pushbutton4_callback(hobject, eventdata, handles) gb1 =getimage(handles.axes1); gb2 =getimage(handles.axes2); gb3 =getimage(handles.axes3); gb4 =getimage(handles.axes4); gb5 =getimage(handles.axes5); gb6 =getimage(handles.axes6); gb7 =getimage(handles.axes7); gb8 =getimage(handles.axes8); gb9 =getimage(handles.axes9); gb10 =getimage(handles.axes10); gb11 =getimage(handles.axes11);

9 gb12 =getimage(handles.axes12); gb13 =getimage(handles.axes13); gb14 =getimage(handles.axes14); gb15 =getimage(handles.axes15); gb16 =getimage(handles.axes16); gb17 =getimage(handles.axes17); gb18 =getimage(handles.axes18); gb19 =getimage(handles.axes19); gb20 =getimage(handles.axes20); h=fspecial('unsharp'); h1=imfilter(gb1,h); h2=imfilter(gb2,h); h3=imfilter(gb3,h); h4=imfilter(gb4,h); h5=imfilter(gb5,h); h6=imfilter(gb6,h); h7=imfilter(gb7,h); h8=imfilter(gb8,h); h9=imfilter(gb9,h); h10=imfilter(gb10,h); h11=imfilter(gb11,h); h12=imfilter(gb12,h); h13=imfilter(gb13,h); h14=imfilter(gb14,h); h15=imfilter(gb15,h); h16=imfilter(gb16,h); h17=imfilter(gb17,h); h18=imfilter(gb18,h); h19=imfilter(gb19,h); h20=imfilter(gb20,h); axes(handles.axes1); imshow(h1) axes(handles.axes2); imshow(h2) axes(handles.axes3); imshow(h3) axes(handles.axes4); imshow(h4) axes(handles.axes5); imshow(h5) axes(handles.axes6); imshow(h6) axes(handles.axes7); imshow(h7) axes(handles.axes8); imshow(h8) axes(handles.axes9); imshow(h9) axes(handles.axes10); imshow(h10) axes(handles.axes11); imshow(h11) axes(handles.axes12); imshow(h12) axes(handles.axes13); imshow(h13) axes(handles.axes14); imshow(h14) axes(handles.axes15); imshow(h15) axes(handles.axes16); imshow(h16) axes(handles.axes17); imshow(h17) axes(handles.axes18); imshow(h18)

10 axes(handles.axes19); imshow(h19) axes(handles.axes20); imshow(h20) % --- Executes on button press in pushbutton5. function pushbutton5_callback(hobject, eventdata, handles) gb1 =getimage(handles.axes1); gb2 =getimage(handles.axes2); gb3 =getimage(handles.axes3); gb4 =getimage(handles.axes4); gb5 =getimage(handles.axes5); gb6 =getimage(handles.axes6); gb7 =getimage(handles.axes7); gb8 =getimage(handles.axes8); gb9 =getimage(handles.axes9); gb10 =getimage(handles.axes10); gb11 =getimage(handles.axes11); gb12 =getimage(handles.axes12); gb13 =getimage(handles.axes13); gb14 =getimage(handles.axes14); gb15 =getimage(handles.axes15); gb16 =getimage(handles.axes16); gb17 =getimage(handles.axes17); gb18 =getimage(handles.axes18); gb19 =getimage(handles.axes19); gb20 =getimage(handles.axes20); gb1=(edge(gb1,'canny',0.17)); gb2=(edge(gb2,'canny',0.17)); gb3=(edge(gb3,'canny',0.17)); gb4=(edge(gb4,'canny',0.17)); gb5=(edge(gb5,'canny',0.17)); gb6=(edge(gb6,'canny',0.17)); gb7=(edge(gb7,'canny',0.17)); gb8=(edge(gb8,'canny',0.17)); gb9=(edge(gb9,'canny',0.17)); gb10=(edge(gb10,'canny',0.17)); gb11=(edge(gb11,'canny',0.17)); gb12=(edge(gb12,'canny',0.17)); gb13=(edge(gb13,'canny',0.17)); gb14=(edge(gb14,'canny',0.17)); gb15=(edge(gb15,'canny',0.17)); gb16=(edge(gb16,'canny',0.17)); gb17=(edge(gb17,'canny',0.17)); gb18=(edge(gb18,'canny',0.17)); gb19=(edge(gb19,'canny',0.17)); gb20=(edge(gb20,'canny',0.17)); [b k]=size(gb1); if gb1(x,y)==0

11 gb1(x,y)=1; elseif gb1(x,y)>0 gb1(x,y)=0; [b k]=size(gb2); if gb2(x,y)==0 gb2(x,y)=1; elseif gb2(x,y)>0 gb2(x,y)=0; [b k]=size(gb3); if gb3(x,y)==0 gb3(x,y)=1; elseif gb3(x,y)>0 gb3(x,y)=0; [b k]=size(gb4); if gb4(x,y)==0 gb4(x,y)=1; elseif gb4(x,y)>0 gb4(x,y)=0; [b k]=size(gb5); if gb5(x,y)==0 gb5(x,y)=1; elseif gb5(x,y)>0 gb5(x,y)=0;

12 [b k]=size(gb6); if gb6(x,y)==0 gb6(x,y)=1; elseif gb6(x,y)>0 gb6(x,y)=0; [b k]=size(gb7); if gb7(x,y)==0 gb7(x,y)=1; elseif gb7(x,y)>0 gb7(x,y)=0; [b k]=size(gb8); if gb8(x,y)==0 gb8(x,y)=1; elseif gb8(x,y)>0 gb8(x,y)=0; [b k]=size(gb9); if gb9(x,y)==0 gb9(x,y)=1; elseif gb9(x,y)>0 gb9(x,y)=0; [b k]=size(gb10); if gb10(x,y)==0 gb10(x,y)=1; elseif gb10(x,y)>0

13 gb10(x,y)=0; [b k]=size(gb11); if gb11(x,y)==0 gb11(x,y)=1; elseif gb11(x,y)>0 gb11(x,y)=0; [b k]=size(gb12); if gb12(x,y)==0 gb12(x,y)=1; elseif gb12(x,y)>0 gb12(x,y)=0; [b k]=size(gb13); if gb13(x,y)==0 gb13(x,y)=1; elseif gb13(x,y)>0 gb13(x,y)=0; [b k]=size(gb14); if gb14(x,y)==0 gb14(x,y)=1; elseif gb14(x,y)>0 gb14(x,y)=0; [b k]=size(gb15);

14 if gb15(x,y)==0 gb15(x,y)=1; elseif gb15(x,y)>0 gb15(x,y)=0; [b k]=size(gb16); if gb16(x,y)==0 gb16(x,y)=1; elseif gb16(x,y)>0 gb16(x,y)=0; [b k]=size(gb17); if gb17(x,y)==0 gb17(x,y)=1; elseif gb17(x,y)>0 gb17(x,y)=0; [b k]=size(gb18); if gb18(x,y)==0 gb18(x,y)=1; elseif gb18(x,y)>0 gb18(x,y)=0; [b k]=size(gb19); if gb19(x,y)==0 gb19(x,y)=1; elseif gb19(x,y)>0 gb19(x,y)=0;

15 [b k]=size(gb20); if gb20(x,y)==0 gb20(x,y)=1; elseif gb20(x,y)>0 gb20(x,y)=0; axes(handles.axes1);imshow(gb1) axes(handles.axes2);imshow(gb2) axes(handles.axes3);imshow(gb3) axes(handles.axes4);imshow(gb4) axes(handles.axes5);imshow(gb5) axes(handles.axes6);imshow(gb6) axes(handles.axes7);imshow(gb7) axes(handles.axes8);imshow(gb8) axes(handles.axes9);imshow(gb9) axes(handles.axes10);imshow(gb10) axes(handles.axes11);imshow(gb11) axes(handles.axes12);imshow(gb12) axes(handles.axes13);imshow(gb13) axes(handles.axes14);imshow(gb14) axes(handles.axes15);imshow(gb15) axes(handles.axes16);imshow(gb16) axes(handles.axes17);imshow(gb17) axes(handles.axes18);imshow(gb18) axes(handles.axes19);imshow(gb19) axes(handles.axes20);imshow(gb20) % --- Executes on button press in pushbutton6. function pushbutton6_callback(hobject, eventdata, handles) gb1 =getimage(handles.axes1); gb2 =getimage(handles.axes2); gb3 =getimage(handles.axes3); gb4 =getimage(handles.axes4); gb5 =getimage(handles.axes5); gb6 =getimage(handles.axes6); gb7 =getimage(handles.axes7); gb8 =getimage(handles.axes8); gb9 =getimage(handles.axes9); gb10 =getimage(handles.axes10); gb11 =getimage(handles.axes11); gb12 =getimage(handles.axes12);

16 gb13 =getimage(handles.axes13); gb14 =getimage(handles.axes14); gb15 =getimage(handles.axes15); gb16 =getimage(handles.axes16); gb17 =getimage(handles.axes17); gb18 =getimage(handles.axes18); gb19 =getimage(handles.axes19); gb20 =getimage(handles.axes20); gb1=double(reshape(gb1,1,60000)); gb2=double(reshape(gb2,1,60000)); gb3=double(reshape(gb3,1,60000)); gb4=double(reshape(gb4,1,60000)); gb5=double(reshape(gb5,1,60000)); gb6=double(reshape(gb6,1,60000)); gb7=double(reshape(gb7,1,60000)); gb8=double(reshape(gb8,1,60000)); gb9=double(reshape(gb9,1,60000)); gb10=double(reshape(gb10,1,60000)); gb11=double(reshape(gb11,1,60000)); gb12=double(reshape(gb12,1,60000)); gb13=double(reshape(gb13,1,60000)); gb14=double(reshape(gb14,1,60000)); gb15=double(reshape(gb15,1,60000)); gb16=double(reshape(gb16,1,60000)); gb17=double(reshape(gb17,1,60000)); gb18=double(reshape(gb18,1,60000)); gb19=double(reshape(gb19,1,60000)); gb20=double(reshape(gb20,1,60000)); t1=[ ]; t2=[ ]; t3=[ ]; t4=[ ]; t5=[ ]; t6=[ ]; t7=[ ]; t8=[ ]; t9=[ ]; t10=[ ]; t11=[ ]; t12=[ ]; t13=[ ]; t14=[ ]; t15=[ ]; t16=[ ]; t17=[ ]; t18=[ ]; t19=[ ]; t20=[ ];

17 t=[t1;t2;t3;t4;t5;t6;t7;t8;t9;t10;t11;t12;t13;t14;t15;t16;t17; t18;t19;t20]; s =[gb1;gb2;gb3;gb4;gb5;gb6;gb7;gb8;gb9;gb10;gb11;gb12;gb13;gb14 ;gb15;gb16;gb17;gb18;gb19;gb20]; ya=2*t-1; xa=2*s-1; w=zeros(60000,11); xlswrite('pelatihan.xlsx',w,'bobot','a1:k60000'); nilai_y = xa*w; [r k]=size(nilai_y); for i=1:r for j=1:k if nilai_y(i,j)<=0; nilai_y(i,j)=-1; else nilai_y(i,j)>0; nilai_y(i,j)=1; disp(nilai_y) h=msgbox('train finish and weight is saved','information'); function Home_Callback(hObject, eventdata, handles) depan % ---- function Train_Callback(hObject, eventdata, handles) proses % ---- function Test_Callback(hObject, eventdata, handles) Test % ---- function Help_Callback(hObject, eventdata, handles) help % ---- function About_Callback(hObject, eventdata, handles)

18 about % ---- function Exit_Callback(hObject, eventdata, handles) respon=keluar('title','konfirmasi Keluar'); switch lower(respon) case 'tidak' case 'ya' close 3. test.m (Antarmuka Test) function varargout = Test(varargin) gui_singleton = 1; gui_state = struct('gui_name', mfilename,... 'gui_singleton', gui_singleton,... 'gui_layoutfcn', [],... 'gui_callback', []); if nargin && ischar(varargin{1}) gui_state.gui_callback = str2func(varargin{1}); if nargout [varargout{1:nargout}] = gui_mainfcn(gui_state, varargin{:}); else gui_mainfcn(gui_state, varargin{:}); function Test_OpeningFcn(hObject, eventdata, handles, varargin) handles.output = hobject; guidata(hobject, handles); % --- Outputs from this function are returned to the command line. function varargout = Test_OutputFcn(hObject, eventdata, handles) varargout{1} = handles.output; % --- Executes on button press in pushbutton1. function pushbutton1_callback(hobject, eventdata, handles) [nama_file,nama_path] = uigetfile({'*.jpg','file jpeg (*.jpg)'},'buka File Citra');

19 if ~isequal(nama_file,0) gbr=imread(fullfile(nama_path,nama_file)) axes(handles.axes1); imshow(gbr); else return; ; % --- Executes on button press in pushbutton2. function pushbutton2_callback(hobject, eventdata, handles) citra=getimage(handles.axes1); citra=imresize(citra,[ ]); citra_double=double(citra); [b k c]=size(citra_double); semua_elemen1=citra_double(x,y,1)+citra_double(x,y,2)+ citra_double(x,y,3); gray_mean1(x,y)=semua_elemen1/3; gbr=uint8(gray_mean1); h=fspecial('unsharp'); m=imfilter(gbr,h); m1=imfilter(m,h); m2=imfilter(m1,h); %m3=imfilter(m2,h); %m4=imfilter(m3,h); gb1=(edge(m2,'canny',0.17)); [b k]=size(gb1); if gb1(x,y)==0 gb1(x,y)=1; elseif gb1(x,y)>0 gb1(x,y)=0; gbr=double(reshape(gb1,1,60000)); palm=2*gbr-1; t1=[ ]; t2=[ ]; t3=[ ]; t4=[ ]; t5=[ ]; t6=[ ]; t7=[ ]; t8=[ ]; t9=[ ];

20 t10=[ ]; t11=[ ]; t12=[ ]; t13=[ ]; t14=[ ]; t15=[ ]; t16=[ ]; t17=[ ]; t18=[ ]; t19=[ ]; t20=[ ]; t=[t1;t2;t3;t4;t5;t6;t7;t8;t9;t10;t11;t12;t13;t14;t15;t16;t17; t18;t19;t20;]; y=2*t-1; w=xlsread('pelatihan.xlsx','bobot','a1:k60000'); nilai = palm*w; [r k]=size(nilai); for i=1:r for j=1:k if nilai(i,j)<=0; nilai_y(i,j)=0; else nilai(i,j)>0; nilai_y(i,j)=1; disp(nilai_y); hasil=''; hasil2=''; if nilai_y==t1; hasil='yayang Kurniati '; hasil2=' '; gb1=imread('fyayang.jpg'); elseif nilai_y==t2; hasil='reni Ramadhani'; hasil2=' '; gb1=imread('freni.jpg'); elseif nilai_y==t3; hasil='danny Rizky'; hasil2=' '; gb1=imread('fdanny.jpg'); elseif nilai_y==t4; hasil='angga Wiranda' hasil2=' '; gb1=imread('fangga.jpg');

21 elseif nilai_y==t5; hasil='hayatun Nufus' hasil2=' '; gb1=imread('fhayatun.jpg'); elseif nilai_y==t6 hasil='intan PS Mat' hasil2=' '; gb1=imread('fintan.jpg'); elseif nilai_y==t7; hasil='janwandi Sinaga' hasil2=' '; gb1=imread('fjanwandi.jpg'); elseif nilai_y==t8; hasil='ahmad Rasyidi' hasil2=' '; gb1=imread('cantik.jpg'); elseif nilai_y==t9; hasil='agus Prabowo' hasil2=' '; gb1=imread('fagus.jpg'); elseif nilai_y==t10; hasil='umri Herdiansyah' hasil2=' '; gb1=imread('fumri.jpg'); elseif nilai_y==t11; hasil='nurhennida Sitepu'; hasil2=' '; gb1=imread('fnurhennida.jpg'); elseif nilai_y==t12; hasil='rivai H Purba' hasil2=' '; gb1=imread('frivai.jpg'); elseif nilai_y==t13; hasil='singgih Trimukti' hasil2=' '; gb1=imread('fsinggih.jpg'); elseif nilai_y==t14; hasil='teguh Arif F' hasil2=' '; gb1=imread('fteguh.jpg');

22 elseif nilai_y==t15; hasil='tetti Sinaga ' hasil2=' '; gb1=imread('fteti.jpg'); elseif nilai_y==t16; hasil='fajrul Falah' hasil2=' '; gb1=imread('ffajrul.jpg'); elseif nilai_y==t17; hasil='amalya Chairy ' hasil2=' '; gb1=imread('famalya.jpg'); elseif nilai_y==t18; hasil='vito Erpindo' hasil2=' '; gb1=imread('fvito.jpg'); elseif nilai_y==t19; hasil='sunfirst Lady JeanFera Nababan' hasil2=' '; gb1=imread('fsunfirst.jpg'); elseif nilai_y==t20; hasil='johanes Prima saragih' hasil2=' '; gb1=imread('fjohanes.jpg'); else hasil='tidak Dikenali'; hasil2='0'; gb1=imread('tidak.jpg'); set(handles.edit1,'string',hasil); set(handles.edit2,'string',hasil2); % --- Executes during object creation, after setting all properties. function edit1_createfcn(hobject, eventdata, handles) if ispc && isequal(get(hobject,'backgroundcolor'), get(0,'defaultuicontrolbackgroundcolor')) set(hobject,'backgroundcolor','white'); % --- Executes on button press in reset. function reset_callback(hobject, eventdata, handles)

23 guidata(hobject,handles); handles.reset=handles.axes2; set(handles.edit1,'string',''); set(handles.edit2,'string',''); handles.reset=handles.axes1; imshow(handles.reset); % ---- function Home_Callback(hObject, eventdata, handles) depan % ---- function Preprocessing_Callback(hObject, eventdata, handles) proses % ---- function Train_Callback(hObject, eventdata, handles) Train % ---- function Help_Callback(hObject, eventdata, handles) help % ---- function About_Callback(hObject, eventdata, handles) about % ---- function Exit_Callback(hObject, eventdata, handles) respon=keluar('title','konfirmasi Keluar'); switch lower(respon) case 'tidak' case 'ya' close % --- Executes during object creation, after setting all properties. function edit2_createfcn(hobject, eventdata, handles) if ispc && isequal(get(hobject,'backgroundcolor'), get(0,'defaultuicontrolbackgroundcolor')) set(hobject,'backgroundcolor','white'); % --- Executes on button press in pushbutton4. function pushbutton4_callback(hobject, eventdata, handles)

24 a = getimage(handles.axes1); nilai=str2num(get(handles.edit3,'string')); b = imnoise(a,'gaussian',nilai*0.01); axes(handles.axes1) imshow(b); function edit3_callback(hobject, eventdata, handles) % --- Executes during object creation, after setting all properties. function edit3_createfcn(hobject, eventdata, handles) if ispc && isequal(get(hobject,'backgroundcolor'), get(0,'defaultuicontrolbackgroundcolor')) set(hobject,'backgroundcolor','white');

25 CURRICULUM VITAE Nama : LennoraMarbun Alamat Sekarang : Jl. Pintu Air IV Gg Inpres, Medan Alamat Orang Tua : Jl. Veteran No. 20 A, Doloksanggul Telp/ Hp : lennora@ymail.com Pidikan : SD Negeri Doloksanggul : SMP Negeri1Doloksanggul : SMA Negeri1Doloksanggul : (FasilkomTI Ilmu Komputer) Keahlian Bahasa Pemrograman : C/C++, C#, MATLAB, OpenGL, PHP, HTML. Database : MySQL Bahasa : Indonesia, Inggris, Batak Toba.