LAMPIRAN LISTING PROGRAM
1. depan.m (Antarmuka Home)
function varargout = depan(varargin) gui_Singleton = 1;
gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @depan_OpeningFcn, ... 'gui_OutputFcn', @depan_OutputFcn, ... 'gui_LayoutFcn', [] , ...
'gui_Callback', []); if nargin && ischar(varargin{1})
gui_State.gui_Callback = str2func(varargin{1}); end
if nargout
[varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:});
else
gui_mainfcn(gui_State, varargin{:}); end.
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
delete(handles.figure1);
% ---
function Test_Callback(hObject, eventdata, handles) Test
delete(handles.figure1);
% ---
function help_Callback(hObject, eventdata, handles) help
% ---
function about_Callback(hObject, eventdata, handles) about
delete(handles.figure1);
% ---
function Exit_Callback(hObject, eventdata, handles) respon=keluar('Title','Konfirmasi Keluar');
switch lower(respon) case 'tidak'
case 'ya' close end
% --- 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_OpeningFcn', @proses_OpeningFcn, ... 'gui_OutputFcn', @proses_OutputFcn, ... 'gui_LayoutFcn', [] , ...
'gui_Callback', []); if nargin && ischar(varargin{1})
gui_State.gui_Callback = str2func(varargin{1}); end
if nargout
[varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:});
else
gui_mainfcn(gui_State, varargin{:}); end
% --- 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.
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.
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,[200 300]); gb2= imresize(gb2,[200 300]); gb3= imresize(gb3,[200 300]); gb4= imresize(gb4,[200 300]); gb5= imresize(gb5,[200 300]); gb6= imresize(gb6,[200 300]); gb7= imresize(gb7,[200 300]); gb8= imresize(gb8,[200 300]); gb9= imresize(gb9,[200 300]); gb10= imresize(gb10,[200 300]); gb11= imresize(gb11,[200 300]); gb12= imresize(gb12,[200 300]); gb13= imresize(gb13,[200 300]); gb14= imresize(gb14,[200 300]); gb15= imresize(gb15,[200 300]); gb16= imresize(gb16,[200 300]); gb17= imresize(gb17,[200 300]); gb18= imresize(gb18,[200 300]); gb19= imresize(gb19,[200 300]); gb20= imresize(gb20,[200 300]);
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_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); for x=1:b
for y=1:k
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;
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;
end end
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);
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.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); for x=1:b
for y=1:k
gb1(x,y)=1;
elseif gb1(x,y)>0 gb1(x,y)=0;
end end end
[b k]=size(gb2); for x=1:b
for y=1:k
if gb2(x,y)==0 gb2(x,y)=1;
elseif gb2(x,y)>0 gb2(x,y)=0;
end end end
[b k]=size(gb3); for x=1:b
for y=1:k
if gb3(x,y)==0 gb3(x,y)=1;
elseif gb3(x,y)>0 gb3(x,y)=0;
end end end
[b k]=size(gb4); for x=1:b
for y=1:k
if gb4(x,y)==0 gb4(x,y)=1;
elseif gb4(x,y)>0 gb4(x,y)=0;
end end end
[b k]=size(gb5); for x=1:b
for y=1:k
if gb5(x,y)==0 gb5(x,y)=1;
elseif gb5(x,y)>0 gb5(x,y)=0;
[b k]=size(gb6); for x=1:b
for y=1:k
if gb6(x,y)==0 gb6(x,y)=1;
elseif gb6(x,y)>0 gb6(x,y)=0;
end end end
[b k]=size(gb7); for x=1:b
for y=1:k
if gb7(x,y)==0 gb7(x,y)=1;
elseif gb7(x,y)>0 gb7(x,y)=0;
end end end
[b k]=size(gb8); for x=1:b
for y=1:k
if gb8(x,y)==0 gb8(x,y)=1;
elseif gb8(x,y)>0 gb8(x,y)=0;
end end end
[b k]=size(gb9); for x=1:b
for y=1:k
if gb9(x,y)==0 gb9(x,y)=1;
elseif gb9(x,y)>0 gb9(x,y)=0;
end end end
[b k]=size(gb10); for x=1:b
for y=1:k
if gb10(x,y)==0 gb10(x,y)=1;
gb10(x,y)=0; end
end end
[b k]=size(gb11); for x=1:b
for y=1:k
if gb11(x,y)==0 gb11(x,y)=1;
elseif gb11(x,y)>0 gb11(x,y)=0;
end end end
[b k]=size(gb12); for x=1:b
for y=1:k
if gb12(x,y)==0 gb12(x,y)=1;
elseif gb12(x,y)>0 gb12(x,y)=0;
end end end
[b k]=size(gb13); for x=1:b
for y=1:k
if gb13(x,y)==0 gb13(x,y)=1;
elseif gb13(x,y)>0 gb13(x,y)=0;
end end end
[b k]=size(gb14); for x=1:b
for y=1:k
if gb14(x,y)==0 gb14(x,y)=1;
elseif gb14(x,y)>0 gb14(x,y)=0;
end end end
for y=1:k
if gb15(x,y)==0 gb15(x,y)=1;
elseif gb15(x,y)>0 gb15(x,y)=0;
end end end
[b k]=size(gb16); for x=1:b
for y=1:k
if gb16(x,y)==0 gb16(x,y)=1;
elseif gb16(x,y)>0 gb16(x,y)=0;
end end end
[b k]=size(gb17); for x=1:b
for y=1:k
if gb17(x,y)==0 gb17(x,y)=1;
elseif gb17(x,y)>0 gb17(x,y)=0;
end end end
[b k]=size(gb18); for x=1:b
for y=1:k
if gb18(x,y)==0 gb18(x,y)=1;
elseif gb18(x,y)>0 gb18(x,y)=0;
end end end
[b k]=size(gb19); for x=1:b
for y=1:k
if gb19(x,y)==0 gb19(x,y)=1;
elseif gb19(x,y)>0 gb19(x,y)=0;
end end
[b k]=size(gb20); for x=1:b
for y=1:k
if gb20(x,y)==0 gb20(x,y)=1;
elseif gb20(x,y)>0 gb20(x,y)=0;
end end end
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);
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));
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; end
end end
disp(nilai_y)
h=msgbox('Train finish and weight is saved','Information');
function Home_Callback(hObject, eventdata, handles) depan
delete(handles.figure1);
% ---
function Train_Callback(hObject, eventdata, handles) proses
delete(handles.figure1);
% ---
function Test_Callback(hObject, eventdata, handles) Test
delete(handles.figure1);
% ---
function Help_Callback(hObject, eventdata, handles) help
delete(handles.figure1);
% ---
about
delete(handles.figure1);
% ---
function Exit_Callback(hObject, eventdata, handles) respon=keluar('Title','Konfirmasi Keluar');
switch lower(respon) case 'tidak'
case 'ya' close end
3. test.m (Antarmuka Test)
function varargout = Test(varargin) gui_Singleton = 1;
gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @Test_OpeningFcn, ... 'gui_OutputFcn', @Test_OutputFcn, ... 'gui_LayoutFcn', [] , ...
'gui_Callback', []); if nargin && ischar(varargin{1})
gui_State.gui_Callback = str2func(varargin{1}); end
if nargout
[varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:});
else
gui_mainfcn(gui_State, varargin{:}); end
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
if ~isequal(nama_file,0)
gbr=imread(fullfile(nama_path,nama_file)) axes(handles.axes1);
imshow(gbr); else
return; end;
% --- Executes on button press in pushbutton2.
function pushbutton2_Callback(hObject, eventdata, handles) citra=getimage(handles.axes1);
citra=imresize(citra,[200 300]); citra_double=double(citra);
[b k c]=size(citra_double); for x=1:b
for y=1:k
semua_elemen1=citra_double(x,y,1)+citra_double(x,y,2)+ citra_double(x,y,3);
gray_mean1(x,y)=semua_elemen1/3; end
end
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);
for x=1:b for y=1:k
if gb1(x,y)==0 gb1(x,y)=1;
elseif gb1(x,y)>0 gb1(x,y)=0;
end end end
gbr=double(reshape(gb1,1,60000)); palm=2*gbr-1;
t10=[0 0 0 1 0 0 0 0 0 0 1]; t11=[1 1 1 0 1 1 1 1 1 1 0]; t12=[0 1 0 1 0 0 1 0 1 0 0]; t13=[1 1 1 0 1 0 0 1 0 1 1]; t14=[1 1 0 1 0 1 0 0 0 0 1]; t15=[1 0 1 0 1 0 1 1 1 1 1]; t16=[0 0 0 1 0 1 1 0 1 0 0]; t17=[1 0 1 0 1 1 0 1 0 1 0]; t18=[0 0 0 1 0 0 0 0 0 0 0]; t19=[1 1 1 0 1 0 1 1 1 1 1]; t20=[0 1 0 1 0 1 1 0 1 0 0];
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; end
end end
disp(nilai_y); hasil='';
hasil2='';
if nilai_y==t1;
hasil='Yayang Kurniati '; hasil2='101401057';
gb1=imread('fyayang.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t2;
hasil='Reni Ramadhani'; hasil2='101401017';
gb1=imread('freni.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t3;
hasil='Danny Rizky'; hasil2='101401037';
gb1=imread('fdanny.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t4;
hasil='Angga Wiranda' hasil2='101401073';
axes(handles.axes2); imshow(gb1) elseif nilai_y==t5;
hasil='Hayatun Nufus' hasil2='101401013';
gb1=imread('fhayatun.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t6
hasil='Intan PS Mat' hasil2='101401021';
gb1=imread('fintan.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t7;
hasil='Janwandi Sinaga' hasil2='101401095';
gb1=imread('fjanwandi.jpg'); axes(handles.axes2); imshow(gb1) elseif nilai_y==t8;
hasil='Ahmad Rasyidi' hasil2='101401001';
gb1=imread('cantik.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t9;
hasil='Agus Prabowo' hasil2='101401019';
gb1=imread('fagus.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t10;
hasil='Umri Herdiansyah' hasil2='101401033';
gb1=imread('fumri.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t11;
hasil='Nurhennida Sitepu'; hasil2='101401097';
gb1=imread('fnurhennida.jpg'); axes(handles.axes2); imshow(gb1) elseif nilai_y==t12;
hasil='Rivai H Purba' hasil2='101401047';
gb1=imread('frivai.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t13;
hasil='Singgih Trimukti' hasil2='101401075';
gb1=imread('fsinggih.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t14;
hasil='Teguh Arif F' hasil2='101401063';
axes(handles.axes2); imshow(gb1) elseif nilai_y==t15;
hasil='Tetti Sinaga ' hasil2='101401067';
gb1=imread('fteti.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t16;
hasil='Fajrul Falah' hasil2='101401041';
gb1=imread('ffajrul.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t17;
hasil='Amalya Chairy ' hasil2='101401085';
gb1=imread('famalya.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t18;
hasil='Vito Erpindo' hasil2='101401087';
gb1=imread('fvito.jpg');
axes(handles.axes2); imshow(gb1) elseif nilai_y==t19;
hasil='Sunfirst Lady JeanFera Nababan' hasil2='101401083';
gb1=imread('fsunfirst.jpg'); axes(handles.axes2); imshow(gb1) elseif nilai_y==t20;
hasil='Johanes Prima saragih' hasil2='101401049';
gb1=imread('fjohanes.jpg');
axes(handles.axes2); imshow(gb1) else
hasil='Tidak Dikenali'; hasil2='0';
gb1=imread('tidak.jpg');
axes(handles.axes2); imshow(gb1) end
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'); end
% --- Executes on button press in reset.
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
delete(handles.figure1);
% ---
function Preprocessing_Callback(hObject, eventdata, handles) proses
delete(handles.figure1);
% ---
function Train_Callback(hObject, eventdata, handles) Train
delete(handles.figure1);
% ---
function Help_Callback(hObject, eventdata, handles) help
delete(handles.figure1);
% ---
function About_Callback(hObject, eventdata, handles) about
delete(handles.figure1);
% ---
function Exit_Callback(hObject, eventdata, handles) respon=keluar('Title','Konfirmasi Keluar');
switch lower(respon) case 'tidak'
case 'ya' close end
% --- 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'); end
% --- Executes on button press in pushbutton4.
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'); end
CURRICULUM VITAE
Nama : LennoraMarbun
Alamat Sekarang : Jl. Pintu Air IV Gg Inpres, Medan
Alamat Orang Tua : Jl. Veteran No. 20 A, Doloksanggul
Telp/ Hp ☎ : 0819-7305-3319
Email :
Pendidikan
1998 –2004 : SD Negeri173394 Doloksanggul
2004 – 2007 : SMP Negeri1Doloksanggul
2007 – 2010 : SMA Negeri1Doloksanggul
2010 – 2014 : Universitas Sumatera Utara (FasilkomTI –Ilmu Komputer)
Keahlian
Database : MySQL
Bahasa : Indonesia, Inggris, Batak Toba.
