1. Beranda.m (Antarmuka Beranda) - Implementasi Algoritma K-Nearest Neighbor untuk Mengklasifikasikan Motif Batik Besurek Bengkulu

LAMPIRAN LISTING PROGRAM

1.

Beranda.m (Antarmuka Beranda)

function varargout = Beranda(varargin) gui_Singleton = 1;

gui_State = struct('gui_Name', mfilename, ...

'gui_Singleton', gui_Singleton, ...

'gui_OpeningFcn', @Beranda_OpeningFcn, ...

'gui_OutputFcn', @Beranda_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

% End initialization code - DO NOT EDIT

% --- Executes just before Beranda is made visible.

function Beranda_OpeningFcn(hObject, eventdata, handles, varargin) % This function has no output args, see OutputFcn.

% hObject handle to figure

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % varargin command line arguments to Beranda (see VARARGIN)

% Choose default command line output for Beranda handles.output = hObject;

% Update handles structure guidata(hObject, handles);

% UIWAIT makes Beranda wait for user response (see UIRESUME) % uiwait(handles.figure1);

% --- Outputs from this function are returned to the command line. function varargout = Beranda_OutputFcn(hObject, eventdata, handles) % varargout cell array for returning output args (see VARARGOUT); % hObject handle to figure

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% Get default command line output from handles structure varargout{1} = handles.output;

% ---function Beranda_Callback(hObject, eventdata, handles)

% hObject handle to Beranda (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

-function Bantuan_Callback(hObject, eventdata, handles) Bantuan

close Beranda

% hObject handle to Bantuan (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% ---function Pelatihan_Callback(hObject, eventdata, handles)

Pelatihan close Beranda

% hObject handle to Pelatihan (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% ---function Pengujian_Callback(hObject, eventdata, handles)

Pengujian close Beranda

% hObject handle to Pengujian (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

%

-function Keluar_Callback(hObject, eventdata, handles) choice= questdlg ('Apakah Anda Ingin

Keluar?','Keluar','Ya','Tidak','Tidak');

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % --- Executes during object creation, after setting all properties. function axes1_CreateFcn(hObject, eventdata, handles)

clear;

citra=imread('FASILKOMTI.jpg'); citra=uint8(citra);

imshow(citra);

% hObject handle to axes1 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called

% Hint: place code in OpeningFcn to populate axes1

% --- Executes during object creation, after setting all properties. function axes3_CreateFcn(hObject, eventdata, handles)

clear;

citra=imread('batik1.jpg'); citra=uint8(citra);

imshow(citra);

% hObject handle to axes3 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called

% Hint: place code in OpeningFcn to populate axes3

% --- Executes during object creation, after setting all properties. function axes4_CreateFcn(hObject, eventdata, handles)

clear;

citra=imread('batik2.jpg'); citra=uint8(citra);

2.

Pelatihan.m (Antarmuka Pelatihan)

function varargout = Pelatihan(varargin) gui_Singleton = 1;

gui_State = struct('gui_Name', mfilename, ...

'gui_Singleton', gui_Singleton, ...

'gui_OpeningFcn', @Pelatihan_OpeningFcn, ...

'gui_OutputFcn', @Pelatihan_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

% End initialization code - DO NOT EDIT

% --- Executes just before Pelatihan is made visible.

function Pelatihan_OpeningFcn(hObject, eventdata, handles, varargin) set(handles.deteksi,'Enable','Off');

% Choose default command line output for Pelatihan handles.output = hObject;

% Update handles structure guidata(hObject, handles);

% UIWAIT makes Pelatihan wait for user response (see UIRESUME) % uiwait(handles.figure1);

% --- Outputs from this function are returned to the command line. function varargout = Pelatihan_OutputFcn(hObject, eventdata, handles) % varargout cell array for returning output args (see VARARGOUT); % hObject handle to figure

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% Get default command line output from handles structure varargout{1} = handles.output;

%

-function Untitled_1_Callback(hObject, eventdata, handles) Beranda

close Pelatihan

% hObject handle to Untitled_1 (see GCBO)

%

-function Bantuan_Callback(hObject, eventdata, handles) Bantuan

close Pelatihan

% hObject handle to Bantuan (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

%

-function Pelatihan_Callback(hObject, eventdata, handles)

% hObject handle to Pelatihan (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

%

-function Pengujian_Callback(hObject, eventdata, handles) Pengujian

close Pelatihan

% hObject handle to Pengujian (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

%

-function Keluar_Callback(hObject, eventdata, handles) choice= questdlg ('Apakah Anda Ingin

Keluar?','Keluar','Ya','Tidak','Tidak');

switch choice

case'Ya'

close all;

end

% hObject handle to Keluar (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% --- Executes on selection change in motif.

function motif_Callback(hObject, eventdata, handles)

% --- Executes during object creation, after setting all properties. function motif_CreateFcn(hObject, eventdata, handles)

% hObject handle to motif (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called

% See ISPC and COMPUTER.

if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))

set(hObject,'BackgroundColor','white');

end

% Hint: popupmenu controls usually have a white background on Windows.

% See ISPC and COMPUTER.

if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))

set(hObject,'BackgroundColor','white');

end

% --- Executes on button press in load.

function load_Callback(hObject, eventdata, handles) value1 = get(handles.motif,'value')

if value1 == 1

value1 = 'Relung Paku'

gb4=imread('RelungPaku1.jpg'); gb5=imread('RelungPaku2.jpg'); gb6=imread('RelungPaku3.jpg'); axes(handles.axes1);imshow(gb4) axes(handles.axes2);imshow(gb5) axes(handles.axes3);imshow(gb6)

elseif value1 == 2

value1 = 'Bunga Rafflesia'

gb7=imread('Rafflesia1.jpg'); gb8=imread('Rafflesia2.jpg'); gb9=imread('Rafflesia3.jpg'); axes(handles.axes1);imshow(gb7) axes(handles.axes2);imshow(gb8) axes(handles.axes3);imshow(gb9)

elseif value1 == 3

value1 = 'Burung Kuau'

gb10=imread('BurungKuau1.jpg'); gb11=imread('BurungKuau2.jpg'); gb12=imread('BurungKuau3.jpg'); axes(handles.axes1);imshow(gb10) axes(handles.axes2);imshow(gb11) axes(handles.axes3);imshow(gb12)

else

value1 = 'Rembulan'

gb13=imread('Rembulan1.jpg'); gb14=imread('Rembulan2.jpg'); gb15=imread('Rembulan3.jpg'); axes(handles.axes1);imshow(gb13) axes(handles.axes2);imshow(gb14) axes(handles.axes3);imshow(gb15)

end

%guidata(hObject, handles);

% hObject handle to load (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% Hint: edit controls usually have a white background on Windows. % See ISPC and COMPUTER.

set(hObject,'BackgroundColor','white');

end

% --- Executes on button press in reset.

function reset_Callback(hObject, eventdata, handles) axes(handles.axes1);

imshow(1);

axes(handles.axes2); imshow(1);

axes(handles.axes3); imshow(1);

set(handles.slider1,'Value',0); set(handles.text4,'string',0); axes(handles.axes6);

imshow(1);

set(handles.slider2,'Value',0); set(handles.text5,'string',0); axes(handles.axes7);

imshow(1);

set(handles.slider3,'Value',0); set(handles.text6,'string',0); axes(handles.axes8);

imshow(1);

guidata(hObject,handles);

set(handles.deteksi,'Enable','Off');

% hObject handle to reset (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% Hint: edit controls usually have a white background on Windows. % See ISPC and COMPUTER.

if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))

set(hObject,'BackgroundColor','white');

end

% --- Executes on slider movement.

function slider1_Callback(hObject, eventdata, handles) thres = get(handles.slider1,'value');

handles.thres = round(thres); guidata(hObject, handles);

set(handles.text4,'string',handles.thres); citra = getimage(handles.axes1);

citra= rgb2gray(citra); citra_gray=double(citra); [b k]= size(citra_gray);

for x=1:b for y=1:k

if citra_gray(x,y)<thres

end

end end

citra_threshold_batik;

handles.citra_tres_batik1=citra_threshold_batik; guidata(hObject, handles);

axes(handles.axes6);

imshow(citra_threshold_batik);

% --- Executes during object creation, after setting all properties. function slider1_CreateFcn(hObject, eventdata, handles)

% hObject handle to slider1 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called

% Hint: slider controls usually have a light gray background. if isequal(get(hObject,'BackgroundColor'),

get(0,'defaultUicontrolBackgroundColor')) set(hObject,'BackgroundColor',[.9 .9 .9]);

end

% --- Executes on slider movement.

function slider2_Callback(hObject, eventdata, handles) thres2 = get(handles.slider2,'value');

handles.thres = round(thres2); guidata(hObject, handles);

set(handles.text5,'string',handles.thres); citra2 = getimage(handles.axes2);

citra2= rgb2gray(citra2); citra_gray=double(citra2); [b k]= size(citra_gray);

for x=1:b for y=1:k

if citra_gray(x,y)<thres2

citra_threshold_batik(x,y)=1; elseif citra_gray(x,y)>=thres2 citra_threshold_batik(x,y)=0; end

end end

citra_threshold_batik;

handles.citra_tres_batik2=citra_threshold_batik; guidata(hObject, handles);

axes(handles.axes7);

imshow(citra_threshold_batik);

% --- Executes during object creation, after setting all properties. function slider2_CreateFcn(hObject, eventdata, handles)

% hObject handle to slider2 (see GCBO)

% Hint: slider controls usually have a light gray background. if isequal(get(hObject,'BackgroundColor'),

get(0,'defaultUicontrolBackgroundColor')) set(hObject,'BackgroundColor',[.9 .9 .9]);

end

% --- Executes on slider movement.

function slider3_Callback(hObject, eventdata, handles) thres3 = get(handles.slider3,'value');

handles.thres = round(thres3); guidata(hObject, handles);

set(handles.text6,'string',handles.thres); citra3 = getimage(handles.axes3);

citra3= rgb2gray(citra3); citra_gray=double(citra3);

[b k]= size(citra_gray);[b k]= size(citra_gray);

for x=1:b for y=1:k

if citra_gray(x,y)<thres3

citra_threshold_batik(x,y)=1; elseif citra_gray(x,y)>=thres3 citra_threshold_batik(x,y)=0; end

end end

citra_threshold_batik

handles.citra_tres_batik3=citra_threshold_batik; guidata(hObject, handles);

axes(handles.axes8);

imshow(citra_threshold_batik); set(handles.deteksi,'Enable','on');

% hObject handle to slider3 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% --- Executes during object creation, after setting all properties. function slider3_CreateFcn(hObject, eventdata, handles)

% hObject handle to slider3 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called

% Hint: slider controls usually have a light gray background. if isequal(get(hObject,'BackgroundColor'),

get(0,'defaultUicontrolBackgroundColor')) set(hObject,'BackgroundColor',[.9 .9 .9]);

end

% --- Executes on button press in deteksi.

function deteksi_Callback(hObject, eventdata, handles) citra1=getimage(handles.axes6);

citra2rb=edge(citra2,'roberts',0.1); citra3rb=edge(citra3,'roberts',0.1); axes(handles.axes6);imshow(citra1rb); axes(handles.axes7);imshow(citra2rb); axes(handles.axes8);imshow(citra3rb); jenismotif=get(handles.motif,'String');

jenismotif=jenismotif{get(handles.motif,'Value')}; a = double(getimage(handles.axes6));

b = double(getimage(handles.axes7)); c = double(getimage(handles.axes8)); motif1 =[reshape(a, 1, 10000); reshape(b, 1, 10000); reshape(c, 1, 10000)];

if (strcmp(jenismotif,'Relung Paku'))

xlswrite('Data.xlsx',motif1,'Motif','C5'); elseif (strcmp(jenismotif,'Bunga Rafflesia')) xlswrite('Data.xlsx',motif1,'Motif','C8'); elseif (strcmp(jenismotif,'Burung Kuau'))

xlswrite('Data.xlsx',motif1,'Motif','C11'); else

xlswrite('Data.xlsx',motif1,'Motif','C14'); end

h= msgbox('Data disimpan', 'Berhasil');

3.

Pengujian.m (Antarmuka Pengujian)

function varargout = Pengujian(varargin) gui_Singleton = 1;

gui_State = struct('gui_Name', mfilename, ...

'gui_Singleton', gui_Singleton, ...

'gui_OpeningFcn', @Pengujian_OpeningFcn, ...

'gui_OutputFcn', @Pengujian_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

% End initialization code - DO NOT EDIT

% --- Executes just before Pengujian is made visible.

function Pengujian_OpeningFcn(hObject, eventdata, handles, varargin) set(handles.deteksitepi,'Enable','off');

set(handles.kenali,'Enable','off');

% This function has no output args, see OutputFcn. % hObject handle to figure

% varargin command line arguments to Pengujian (see VARARGIN)

% Choose default command line output for Pengujian handles.output = hObject;

% Update handles structure guidata(hObject, handles);

% UIWAIT makes Pengujian wait for user response (see UIRESUME) % uiwait(handles.figure1);

% --- Outputs from this function are returned to the command line. function varargout = Pengujian_OutputFcn(hObject, eventdata, handles) % varargout cell array for returning output args (see VARARGOUT); % hObject handle to figure

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% Get default command line output from handles structure varargout{1} = handles.output;

%

-function Beranda_Callback(hObject, eventdata, handles) Beranda

close Pengujian

% hObject handle to Beranda (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

%

-function Bantuan_Callback(hObject, eventdata, handles) Bantuan

close Pengujian

% hObject handle to Bantuan (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

%

-function Pelatihan_Callback(hObject, eventdata, handles) Pelatihan

close Pengujian

% hObject handle to Pelatihan (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

%

-function Pengujian_Callback(hObject, eventdata, handles) % hObject handle to Pengujian (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

%

choice= questdlg ('Apakah Anda Ingin Keluar?','Keluar','Ya','Tidak','Tidak');

switch choice

case'Ya'

close all;

end

% hObject handle to Keluar (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% --- Executes on button press in buka.

function buka_Callback(hObject, eventdata, handles)

[nama_file,nama_path] = uigetfile({'*.jpg','File jpeg (*.jpg)'},'Buka File Motif Batik');

if ~isequal(nama_file,0)

handles.citra=imread(fullfile(nama_path,nama_file)); guidata(hObject,handles);

axes(handles.axes1); imshow(handles.citra);

else

return;

end;

% hObject handle to buka (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% --- Executes on button press in kenali.

function kenali_Callback(hObject, eventdata, handles) tStart=tic;

%B adalah matriks vektor untuk menampung citra uji B = xlsread('Data.xlsx','Motif','C25:NTR25'); E = xlsread('Data.xlsx','Motif','C5:NTR5'); panjang = length(E);

jumlah = 0;

for i = 1:panjang

jumlah = (E(1,i) - B(1,i))^2 + jumlah; end

xlswrite('Data.xlsx',jumlah,'ED','B5');

F = xlsread('Data.xlsx','Motif','C6:NTR6'); panjang = length(F);

jumlah = 0;

for i = 1:panjang

jumlah = (F(1,i) - B(1,i))^2 + jumlah; end

xlswrite('Data.xlsx',jumlah,'ED','B6');

G = xlsread('Data.xlsx','Motif','C7:NTR7'); panjang = length(G);

jumlah = 0;

for i = 1:panjang

jumlah = (G(1,i) - B(1,i))^2 + jumlah; end

xlswrite('Data.xlsx',jumlah,'ED','B7');

end

xlswrite('Data.xlsx',jumlah,'ED','B15');

S = xlsread('Data.xlsx','Motif','C16:NTR16'); panjang = length(S);

jumlah = 0;

for i = 1:panjang

jumlah = (S(1,i) - B(1,i))^2 + jumlah; end

xlswrite('Data.xlsx',jumlah,'ED','B16');

%untuk Ascending hasil Euclidean Distance dan kelas arrayA = xlsread('Data.xlsx','ED','B5:B16')

[numB,txtB,rawB] = xlsread('Data.xlsx','ED','A5:A16') arrayTemp = zeros(12,1)

[numD,txtD,rawD] = xlsread('Data.xlsx','ED','D5:D16') n = 12;

for i = n : -1 : 1 for j = 1 : i -1

if arrayA(j)>arrayA(j+1) temp = arrayA(j);

arrayA(j) = arrayA(j+1); arrayA(j+1) = temp; end

end end

arrayC = arrayTemp + arrayA disp(arrayC)

xlswrite('Data.xlsx',arrayC,'ED','C5:C16') arrayA = xlsread('Data.xlsx','ED','B5:B16')

for i = 1:12 for j = 1:12

if arrayC(i) == arrayA(j) rawD(i) = rawB(j) end

end end

xlswrite('Data.xlsx',rawD,'ED','D5:D16') %K-NN

%ambil kolom, masukkan ke variabel rawD

[txtD, rawD] = xlsread('Data.xlsx','ED','D5:D16'); deretAngka = xlsread('Data.xlsx','ED','C5:C16'); k = get(handles.nilaik,'value');

if k == 1 k = 1

elseif k == 2 k = 3

k = 5

else

k = 7

end

% variabel penampung data unique dari rawD dataA = {};

% variabel penampung jumlah dari setiap data unique di dataA dataIndA = [];

% variabel penampung data angka uniqe di dataA dataAngkaA = [];

for i = 1:k

% mengecek apakah elemen sudah ada dalam dataA exist = false;

panjangDataA = length(dataA); for j = 1:panjangDataA

% jika elemen sudah ada

if(strcmp(rawD(i), dataA(j)))

% nyatakan bahwa elemen sudah ada exist = true;

% jika elemen sudah eksis, maka naikkan jumlah elemen di dalam

% array dataIndA

dataIndA(j) = dataIndA(j) + 1;

dataAngkaA(j) = dataAngkaA(j) + deretAngka(i); end

end

% jika elemen belum ada, masukkan elemen baru ke dataA if(~exist)

dataA(end + 1) = rawD(i); % dan buat jumlah elemennya 1 dataIndA(end + 1) = 1;

dataAngkaA(end + 1) = deretAngka(i); %disp(deretAngka(i));

end end

panjang = length(dataIndA); maks = 1;

indeksTerbanyakElemen = 1;

% variabel penampung data angka uniqe di dataA %mencari rata-rata

for i = 1:panjang

if(dataIndA(i) > 1)

dataAngkaA(i) = dataAngkaA(i) / dataIndA(i); end

end

% mencari index yang berisi bilangan terbesar dalam dataIndA % yang berarti index tersebut memiliki elemen paling banyak for i = 1:panjang

if(dataIndA(i) > maks) maks = dataIndA(i);

indeksTerbanyakElemen = i; end

indeksNilaiTerkecil = indeksTerbanyakElemen;

%jika ada lebih dari 1 indeks yang memiliki terbanyak for i = 1:panjang

% jika yang dicek adalah indeks yang telah ditentukan, lanjutkan. if i == indeksTerbanyakElemen

continue; end

%jika ada indeks yang memiliki jumlah elemen sama if(dataIndA(i) == dataIndA(indeksTerbanyakElemen))

%maka indeks teratas adalah indeks dengan nilai rata-rata terkecil

if(dataAngkaA(i) < dataAngkaA(indeksTerbanyakElemen)) indeksNilaiTerkecil = i;

end

end end

hasil = rawD(indeksNilaiTerkecil);

set(handles.klasifikasi,'String',hasil); guidata(hObject, handles);

waktupengujian = toc(tStart);

set(handles.waktu,'string',waktupengujian); set(handles.deteksitepi,'Enable','Off');

% Hint: edit controls usually have a white background on Windows. % See ISPC and COMPUTER.

if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))

set(hObject,'BackgroundColor','white');

end

% Hint: edit controls usually have a white background on Windows. % See ISPC and COMPUTER.

if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))

set(hObject,'BackgroundColor','white');

end

% --- Executes on selection change in nilaik.

function nilaik_Callback(hObject, eventdata, handles) set(handles.kenali,'Enable','on');

% hObject handle to nilaik (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% Hints: contents = get(hObject,'String') returns nilaik contents as cell array

% contents{get(hObject,'Value')} returns selected item from nilaik

% --- Executes during object creation, after setting all properties. function nilaik_CreateFcn(hObject, eventdata, handles)

% hObject handle to nilaik (see GCBO)

% Hint: popupmenu controls usually have a white background on Windows.

% See ISPC and COMPUTER.

if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))

set(hObject,'BackgroundColor','white');

end

% --- Executes on button press in ekstraksiciri.

function ekstraksiciri_Callback(hObject, eventdata, handles)

% hObject handle to ekstraksiciri (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% --- Executes on button press in hapus.

function hapus_Callback(hObject, eventdata, handles) axes(handles.axes1);

imshow(1);

set(handles.slider2,'Value',0); set(handles.text9,'string',0); set(handles.nilaik,'Value',1);

set(handles.klasifikasi,'String','','Enable','on'); set(handles.waktu,'String','','Enable','on');

set(handles.deteksitepi,'Enable','Off'); set(handles.kenali,'Enable','Off'); % hObject handle to hapus (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA)

% --- Executes on slider movement.

function slider2_Callback(hObject, eventdata, handles) thres = get(handles.slider2,'value');

handles.thres = round(thres); guidata(hObject, handles);

set(handles.text9,'string',handles.thres); citra_gray=rgb2gray(handles.citra);

citra_gray=double(citra_gray); [b k]= size(citra_gray);

for x=1:b for y=1:k

if citra_gray(x,y)<thres

citra_threshold_batik(x,y)=1; elseif citra_gray(x,y)>=thres citra_threshold_batik(x,y)=0; end

end end

citra_threshold_batik;

axes(handles.axes1);

imshow(citra_threshold_batik);

set(handles.deteksitepi,'Enable','on');

% --- Executes during object creation, after setting all properties. function slider2_CreateFcn(hObject, eventdata, handles)

% hObject handle to slider2 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called

% Hint: slider controls usually have a light gray background. if isequal(get(hObject,'BackgroundColor'),

get(0,'defaultUicontrolBackgroundColor')) set(hObject,'BackgroundColor',[.9 .9 .9]);

end

% --- Executes on button press in deteksitepi.

function deteksitepi_Callback(hObject, eventdata, handles) citra1=getimage(handles.axes1);

citra1rb=edge(citra1,'roberts',0.1); axes(handles.axes1);imshow(citra1rb);

uji = double(getimage(handles.axes1)); motif = reshape(uji, 1, 10000);

xlswrite('Data.xlsx',motif,'Motif','C25');

CURICULUM VITAE

Nama

:

Westhyma Sibarani

Alamat

:

Jl.Pambangunan No.122,Kampus USU, Medan

Telp/Hp

:

082364509288

Email

:

westhyma@gmail.com

Pendidikan

1998-2004

:

SD Sint Carolus, Bengkulu

2004=2007

:

SMP Sint Carolus, Bengkulu

2007-2010

:

SMAK Sint Carolus, Bengkulu