function varargout = untitled(varargin)% UNTITLED MATLAB code for untitled.fig
% UNTITLED, by itself, creates a new UNTITLED or raises the existing
% singleton*.
%
% H = UNTITLED returns the handle to a new UNTITLED or the handle to
% the existing singleton*.
%% UNTITLED('CALLBACK',hObject,eventData,handles,...) calls the local
% function named CALLBACK in UNTITLED.M with the given input arguments.
%% UNTITLED('Property','Value',...) creates a new UNTITLED or raises the
% existing singleton*. Starting from the left, property value pairs are
% applied to the GUI before untitled_OpeningFcn gets called. An
% unrecognized property name or invalid value makes property application
% stop. All inputs are passed to untitled_OpeningFcn via varargin.
%% *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one
% instance to run (singleton)".
%% See also: GUIDE, GUIDATA, GUIHANDLES
% Edit the above text to modify the response to help untitled
% Last Modified by GUIDE v2.5 25-Apr-2020 18:25:13
% Begin initialization code - DO NOT EDIT
gui_Singleton = 1;gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @untitled_OpeningFcn, ... 'gui_OutputFcn', @untitled_OutputFcn, ... 'gui_LayoutFcn', [] , ... 'gui_Callback', []);if nargin && ischar(varargin{1}) gui_State.gui_Callback = str2func(varargin{1});endif 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 untitled is made visible.
function untitled_OpeningFcn(hObject, ~, 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 untitled (see VARARGIN)
% Choose default command line output for untitled
handles.output = hObject;% Update handles structure
guidata(hObject, handles);% UIWAIT makes untitled wait for user response (see UIRESUME)
% uiwait(handles.figure1);
% --- Outputs from this function are returned to the command line.
function varargout = untitled_OutputFcn(~, ~, 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 edit1_Callback(~, ~, ~) %#ok<DEFNU>
% hObject handle to edit1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB% handles structure with handles and user data (see GUIDATA)% Hints: get(hObject,'String') returns contents of edit1 as text
% str2double(get(hObject,'String')) returns contents of edit1 as a double
% --- Executes during object creation, after setting all properties.
function edit1_CreateFcn(hObject, ~, ~) %#ok<DEFNU>% hObject handle to edit1 (see GCBO)% eventdata reserved - to be defined in a future version of MATLAB% handles empty - handles not created until after all CreateFcns called
% 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 button press in pushbutton1.
function pushbutton1_Callback(hObject, ~, handles) %#ok<DEFNU>% hObject handle to pushbutton1 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB% handles structure with handles and user data (see GUIDATA)% menampilkan menu browse file
[file, path] = uigetfile({'*.jpg;*.png', 'menampilkan'});% jika ada file yang dipilih maka menjalankan perintah di bawahnya
if ~isequal(file,0) % membaca file citra yang dipilih
img = imread(fullfile(path, file)); % menampilkan citra pada axes
axes(handles.axes1) imshow(img) title('Citra RGB') % menyimpan variabel Img pada lokasi handle (lokasi penyimpanan MATLAB
% agar dapat dipanggil pada pushbutton yang lain
handles.Img = img; guidata(hObject, handles) % mereset button2
set(handles.pushbutton2,'Enable','on') set(handles.pushbutton3,'Enable','off') set(handles.edit1,'String',[]) set(handles.text2,'String',[]) set(handles.uitable2,'Data',[]) cla(handles.axes2, 'reset') set(handles.axes2,'XTick',[]) set(handles.axes2,'YTick',[])elsereturnend% --- Executes on button press in pushbutton2.
function pushbutton2_Callback(~, ~, handles) %#ok<DEFNU>% hObject handle to pushbutton2 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB% handles structure with handles and user data (see GUIDATA)% memanggil variabel Img yang ada pada lokasi handles
Img = handles.Img;% mengkonversi citra grayscale pada axes
axes(handles.axes2)imshow(Img)title('Citra Grayscale')% melakukan ekstraksi ciri orde satu pada citra grayscale
function c = imhist(I) c = accumarray(I(:)+1, 1, [256 1]);H = imhist(Img)';H = H/sum(H);I = (0:255);CiriMEAN = I * H';CiriENT = -H * log2(H+eps)';CiriVAR = (I-CiriMEAN).^2*H';CiriSKEW = (I-CiriMEAN).^3*H'/ CiriVAR^1.5;CiriKURT = (I-CiriMEAN).^4*H'/ CiriVAR^2-3;data_uji = [CiriMEAN,CiriENT,CiriVAR,CiriSKEW,CiriKURT];% menampilkan hasil ekstraksi ciri orde satu pada tabel
data_tabel = cell(5,2);data_tabel{1,1} = 'Mean';data_tabel{2,1} = 'Entropy';data_tabel{3,1} = 'Variance';data_tabel{4,1} = 'Skewness';data_tabel{5,1} = 'Kurtosis';data_tabel{1,2} = num2str(CiriMEAN);data_tabel{2,2} = num2str(CiriENT);data_tabel{3,2} = num2str(CiriVAR);data_tabel{4,2} = num2str(CiriSKEW);data_tabel{5,2} = num2str(CiriKURT);set (handles.text2,'String','Hasil_Ekstraksi Ciri')set (handles.uitable2,'Data',data_tabel,'RowName',1:5)% mereset button2set (handles.pushbutton3,'Enable','on')set (handles.edit1,'String',[])% memanggil variabe data_uji yang ada lokasi handles
handles.data_uji = data_uji;guidata(hObject, handles)% --- Executes on button press in pushbutton3.
function pushbutton3_Callback(~, ~, handles) %#ok<DEFNU>% hObject handle to pushbutton3 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB% handles structure with handles and user data (see GUIDATA)% memanggil variabel data_uji yang ada pada lokasi handles
data_uji = handles.data_uji;% load data_latih dan target_latih hasil pelatihan
dl = load('data_latih');tl = load('target_latih');% pengujian menggunakan algoritam multivism
output = multivsm(dl.data_latih, tl.target_latih, data_uji);% mengubah nilai keluaran menjadi kelas keluaran
switch output case 1 jenis_bunga = 'Kamboja Plumeria Alba'; case 2 jenis_bunga = 'Kamboja Plumeria Rubra'; case 3 jenis_bunga = 'Kamboja Plumeria Pudica'; case 4 jenis_bunga = 'Melati Gambir'; case 5 jenis_bunga = 'Melati Kuning'; otherwise jenis_bunga = 'tidak dikenali';end% menampilkan hasl identifikasi jenis bunga pada edit text
set(handles.edit1,'String',jenis_bunga)% --- Executes on button press in pushbutton4.
function pushbutton4_Callback(~, ~,handles) %#ok<DEFNU>% hObject handle to pushbutton4 (see GCBO)
% eventdata reserved - to be defined in a future version of MATLAB% handles structure with handles and user data (see GUIDATA)% mereset button2set(handles.pushbutton2,'Enable','on') set(handles.pushbutton3,'Enable','off') set(handles.edit1,'String',[]) set(handles.text2,'String',[]) set(handles.uitable2,'Data',[]) set(handles.axes2) cla reset set(gca,'XTick',[]) set(gca,'YTick',[])
MATLAB: [NEW] (1) I click “buka citra” and choose image, i click “ekstrasi citra” not change colour . i hope i click “ekstrasi citra” change image for garyscale colour. (2) I click “buka citra” and choose image, but button “identifikasi” can not click
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