LAMPIRAN LISTING PROGRAM Awal.m

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LAMPIRAN LISTING PROGRAM

Awal.m

function varargout = awal(varargin) gui_Singleton = 1;

gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @awal_OpeningFcn, ... 'gui_OutputFcn', @awal_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 awal is made visible.

function awal_OpeningFcn(hObject, eventdata, handles, varargin) handles.output = hObject;

guidata(hObject, handles);

% --- Outputs from this function are returned to the command line.

function varargout = awal_OutputFcn(hObject, eventdata, handles) varargout{1} = handles.output;

handles.output = hObject ;

handles.citra=imread('logousu.jpg'); guidata(hObject, handles);

axes(handles.axes1); imshow(handles.citra); guidata(hObject, handles);

% --- Executes on button press in menuawal.

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close awal;

Utama.m

function varargout = utama(varargin) gui_Singleton = 1;

gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @utama_OpeningFcn, ... 'gui_OutputFcn', @utama_OutputFcn, ... 'gui_LayoutFcn', [] , ...

if nargout

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

function utama_OpeningFcn(hObject, eventdata, handles, varargin) handles.output = hObject;

guidata(hObject, handles);

function varargout = utama_OutputFcn(hObject, eventdata, handles) varargout{1} = handles.output;

% --- Executes on button press in ambilcitra.

function ambilcitra_Callback(hObject, eventdata, handles) [nama_file,nama_path] = uigetfile({'*.jpg','File jpeg (*.jpg)'},'Buka File Citra');

if ~isequal(nama_file,0)

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

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imshow(handles.citra); else

return; end;

% --- Executes on button press in ambilcitra2.

function ambilcitra2_Callback(hObject, eventdata, handles) [nama_file,nama_path] = uigetfile({'*.jpg','File jpeg (*.jpg)'},'Buka File Citra');

handles.citra2=imread(fullfile(nama_path,nama_file)); guidata(hObject,handles);

axes(handles.axes2); imshow(handles.citra2); else

return; end;

% --- Executes on button press in ambilcitra3.

function ambilcitra3_Callback(hObject, eventdata, handles) [nama_file,nama_path] = uigetfile({'*.jpg','File jpeg (*.jpg)'},'Buka File Citra');

handles.citra3=imread(fullfile(nama_path,nama_file)); guidata(hObject,handles);

axes(handles.axes3); imshow(handles.citra3); else

return; end;

% --- Executes on button press in otsu.

function otsu_Callback(hObject, eventdata, handles) handles.otsu = graythresh(handles.citra);

guidata(hObject,handles);

%set(handles.edit1,'string',handles.otsu);

handles.citra_otsu = im2bw(rgb2gray(handles.citra), handles.otsu); axes(handles.axes1);

imshow(handles.citra_otsu);

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function deteksitepi_Callback(hObject, eventdata, handles)

% --- Executes on button press in otsu2.

function otsu2_Callback(hObject, eventdata, handles) handles.otsu2 = graythresh(handles.citra2);

handles.citra_otsu2 = im2bw(rgb2gray(handles.citra2), handles.otsu2);

axes(handles.axes2);

imshow(handles.citra_otsu2);

% --- Executes on button press in deteksitepi2.

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imshow(edge(citra_gray2,'log'));

% --- Executes on button press in otsu3.

function otsu3_Callback(hObject, eventdata, handles) handles.otsu3 = graythresh(handles.citra3);

handles.citra_otsu3 = im2bw(rgb2gray(handles.citra3), handles.otsu3);

imshow(handles.citra_otsu3);

% --- Executes on button press in deteksitepi3.

function deteksitepi3_Callback(hObject, eventdata, handles) nilai_det = 240;

citra_gray3 = rgb2gray(handles.citra3); citra_gray3 = double(citra_gray3); [b k]=size(citra_gray3);

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

if citra_gray3(x,y)<nilai_det citra_gray3(x,y)=0;

elseif citra_gray3(x,y)>=nilai_det citra_gray3(x,y)=1;

end end end

citra_gray3

handles.citra_gray3=citra_gray3; guidata(hObject,handles);

imshow(edge(citra_gray3,'log'));

% --- Executes on button press in simpan.

function simpan_Callback(hObject, eventdata, handles) namabangun = get (handles.edit1,'string');

bangun = double(handles.citra_gray); bangun2 = double(handles.citra_gray2); bangun3 = double(handles.citra_gray3); batas =

[reshape(bangun,1,2800);reshape(bangun2,1,2800);reshape(bangun3,1, 2800)];

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

if (strcmp(namabangun,'kubus'))

xlswrite('simpannilaideteksi.xlsx',batas,'sheet1','A1'); elseif (strcmp(namabangun,'balok'))

xlswrite('simpannilaideteksi.xlsx',batas,'sheet1','A4'); elseif (strcmp(namabangun,'limas'))

xlswrite('simpannilaideteksi.xlsx',batas,'sheet1','A7'); elseif (strcmp(namabangun,'kerucut'))

xlswrite('simpannilaideteksi.xlsx',batas,'sheet1','A10'); elseif (strcmp(namabangun,'tabung'))

xlswrite('simpannilaideteksi.xlsx',batas,'sheet1','A13'); elseif (strcmp(namabangun,'bola'))

xlswrite('simpannilaideteksi.xlsx',batas,'sheet1','A16'); end

% --- Executes on button press in reduksi.

function reduksi_Callback(hObject, eventdata, handles) sistemmula = xlsread('simpannilaideteksi.xlsx','sheet1'); sistemlanjut = mean (sistemmula);

[X,Y] = size(sistemmula);

newsistem = sistemmula - repmat(sistemlanjut,X,1); [X,Y] = size(newsistem);

pengolahan = 1/Y *(newsistem*newsistem'); [PC,V]= eig(pengolahan);

V=diag(V);

[junk,rindices]= sort(-1*V); V=V(rindices);

PC = PC (:,rindices); signal=sistemmula'*PC;

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xlswrite('simpannilaideteksi1.xlsx',inputbaru,'sheet1','A2821:R283 8');

% --- Executes on button press in proses.

function proses_Callback(hObject, eventdata, handles) input =

xlsread('simpannilaideteksi1.xlsx','sheet1','A2821:R2838'); target = [1 0 0 0 0 0;

1 0 0 0 0 0; 1 0 0 0 0 0; 0 1 0 0 0 0; 0 1 0 0 0 0; 0 1 0 0 0 0; 0 0 1 0 0 0; 0 0 1 0 0 0; 0 0 1 0 0 0; 0 0 0 1 0 0; 0 0 0 1 0 0; 0 0 0 1 0 0; 0 0 0 0 1 0; 0 0 0 0 1 0; 0 0 0 0 1 0; 0 0 0 0 0 1; 0 0 0 0 0 1; 0 0 0 0 0 1;] target = target'; input = input';

net = newp(minmax(input),6); net.trainParam.show=1000; net.trainParam.epochs=20000; net.trainParam.goal=0.01;

[net,output]= adapt (net,input,target); [net,tr] = train (net,input,target);

xlswrite('simpannilaideteksi2.xlsx',net.IW{1,1},'sheet1','A'); xlswrite('simpannilaideteksi3.xlsx',net.b{1},'sheet2','A1:A6'); output = sim (net,input)

% --- Executes on button press in pengujian.

function pengujian_Callback(hObject, eventdata, handles) ujideteksi;

close utama;

% --- Executes on button press in reset.

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set(handles.edit1,'String','','Enable','on'); axes(handles.axes1);

imshow(1);

% --- Executes on button press in keluar.

function keluar_Callback(hObject, eventdata, handles) pilihan = questdlg('Anda Ingin Keluar Dari Sistem ?', 'Confirm','Yes','No','No');

switch pilihan case 'Yes' close all; end

%---function edit1_Callback(hObject, eventdata, handles)

% --- 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 bantuan.

function bantuan_Callback(hObject, eventdata, handles) bantuanUtama;

close utama;

% --- Executes on button press in Kembali.

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close utama;

ujideteksi.m

function varargout = ujideteksi(varargin) gui_Singleton = 1;

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

'gui_OpeningFcn', @ujideteksi_OpeningFcn, ... 'gui_OutputFcn', @ujideteksi_OutputFcn, ... 'gui_LayoutFcn', [] , ...

if nargout

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

function ujideteksi_OpeningFcn(hObject, eventdata, handles, varargin)

handles.output = hObject; guidata(hObject, handles);

function varargout = ujideteksi_OutputFcn(hObject, eventdata, handles)

varargout{1} = handles.output;

% --- Executes on button press in ambilcitra.

function ambilcitra_Callback(hObject, eventdata, handles) [nama_file,nama_path] = uigetfile({'*.jpg','File jpeg (*.jpg)'},'Buka File Citra');

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

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imshow(handles.citra); else

return; end;

%---function edit1_Callback(hObject, eventdata, handles)

% --- Executes on button press in thresholdotsu.

function thresholdotsu_Callback(hObject, eventdata, handles) handles.otsu = graythresh(handles.citra);

handles.citra_otsu = im2bw(rgb2gray(handles.citra), handles.otsu); axes(handles.axes1);

imshow(handles.citra_otsu);

% --- Executes on button press in deteksitepi.

function deteksitepi_Callback(hObject, eventdata, handles) nilai_det = 240;

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)<nilai_det citra_gray(x,y)=0;

elseif citra_gray(x,y)>=nilai_det citra_gray(x,y)=1;

end end end

citra_gray

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guidata(hObject,handles); axes(handles.axes1);

imshow(edge(citra_gray,'log'));

% --- Executes on button press in ujideteksi.

function ujideteksi_Callback(hObject, eventdata, handles)

signal = xlsread('simpannilaideteksi1.xlsx','sheet1','A1:R2800'); ext = xlsread('simpannilaideteksi1.xlsx','sheet1','A2802:R2819'); input =

xlsread('simpannilaideteksi1.xlsx','sheet1','A2821:R2838'); datauji = double(handles.citra_gray);

ujidata = 2 *(mat_uji-minr)/delta-1; target = [1 0 0 0 0 0;

net.IW{1,1} = xlsread('simpannilaideteksi2.xlsx','sheet1'); net.b{1} = xlsread('simpannilaideteksi3.xlsx','sheet2','A1:A6'); ujidata=ujidata'

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else if isequal (a,bangunruang1)

edit1='KUBUS';

elseif isequal (a,bangunruang2) edit1='BALOK';

elseif isequal (a,bangunruang3) edit1= 'LIMAS';

elseif isequal (a,bangunruang4) edit1='KERUCUT';

elseif isequal (a,bangunruang5) edit1='TABUNG';

elseif isequal (a,bangunruang6) edit1='BOLA';

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edit1='Tidak Terdeteksi'; end

set(handles.edit1,'String',edit1);

% --- Executes on button press in keluar.

function keluar_Callback(hObject, eventdata, handles)

pilihan = questdlg ('Anda Ingin Keluar Dari Sistem ?', 'Confirm', 'Yes', 'No', 'No');

switch pilihan case 'Yes' close all end

% --- Executes on button press in kembali.

function kembali_Callback(hObject, eventdata, handles) utama;

close ujideteksi;

% --- Executes on button press in reset.

function reset_Callback(hObject, eventdata, handles) set(handles.edit1,'String','','Enable','on');

% --- Executes on button press in bantuan.

function bantuan_Callback(hObject, eventdata, handles) bantuanPengujian;

close ujideteksi;

bantuanUtama.m

function varargout = bantuanUtama(varargin) gui_Singleton = 1;

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'gui_LayoutFcn', [] , ... 'gui_Callback', []); if nargin && ischar(varargin{1})

if nargout

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

function bantuanUtama_OpeningFcn(hObject, eventdata, handles, varargin)

handles.output = hObject; guidata(hObject, handles);

function varargout = bantuanUtama_OutputFcn(hObject, eventdata, handles)

varargout{1} = handles.output;

function edit1_Callback(hObject, eventdata, handles)

% --- Executes on button press in kembaliUtama.

function kembaliUtama_Callback(hObject, eventdata, handles) utama;

close bantuanUtama;

bantuanPengujian.m

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gui_Singleton = 1;

'gui_OpeningFcn', @bantuanPengujian_OpeningFcn, ...

'gui_OutputFcn', @bantuanPengujian_OutputFcn, ...

'gui_LayoutFcn', [] , ... 'gui_Callback', []); if nargin && ischar(varargin{1})

if nargout

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

function bantuanPengujian_OpeningFcn(hObject, eventdata, handles, varargin)

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

% Update handles structure guidata(hObject, handles);

% --- Outputs from this function are returned to the command line. function varargout = bantuanPengujian_OutputFcn(hObject,

eventdata, handles)

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

% --- Executes on button press in kembaliPengujian.

function kembaliPengujian_Callback(hObject, eventdata, handles) ujideteksi;

close bantuanPengujian;

% --- Executes on selection change in listbox2.

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function listbox2_CreateFcn(hObject, eventdata, handles) % Hint: listbox controls usually have a white background on Windows.

% See ISPC and COMPUTER.

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

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LAMPIRAN LISTING PROGRAM Awal.m