--- a
+++ b/All Matlab Code/Code for Fractal Analysis/IMAGE_LOAD.m
@@ -0,0 +1,123 @@
+function varargout = IMAGE_LOAD(varargin)
+% IMAGE_LOAD MATLAB code for IMAGE_LOAD.fig
+%      IMAGE_LOAD, by itself, creates a new IMAGE_LOAD or raises the existing
+%      singleton*.
+%
+%      H = IMAGE_LOAD returns the handle to a new IMAGE_LOAD or the handle to
+%      the existing singleton*.
+%
+%      IMAGE_LOAD('CALLBACK',hObject,eventData,handles,...) calls the local
+%      function named CALLBACK in IMAGE_LOAD.M with the given input arguments.
+%
+%      IMAGE_LOAD('Property','Value',...) creates a new IMAGE_LOAD or raises the
+%      existing singleton*.  Starting from the left, property value pairs are
+%      applied to the GUI before IMAGE_LOAD_OpeningFcn gets called.  An
+%      unrecognized property name or invalid value makes property application
+%      stop.  All inputs are passed to IMAGE_LOAD_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 IMAGE_LOAD
+
+% Last Modified by GUIDE v2.5 05-Jan-2018 03:37:08
+
+% Begin initialization code - DO NOT EDIT
+gui_Singleton = 1;
+gui_State = struct('gui_Name',       mfilename, ...
+                   'gui_Singleton',  gui_Singleton, ...
+                   'gui_OpeningFcn', @IMAGE_LOAD_OpeningFcn, ...
+                   'gui_OutputFcn',  @IMAGE_LOAD_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 IMAGE_LOAD is made visible.
+function IMAGE_LOAD_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 IMAGE_LOAD (see VARARGIN)
+
+% Choose default command line output for IMAGE_LOAD
+handles.output = hObject;
+
+% Update handles structure
+guidata(hObject, handles);
+
+% UIWAIT makes IMAGE_LOAD wait for user response (see UIRESUME)
+% uiwait(handles.figure1);
+
+
+% --- Outputs from this function are returned to the command line.
+function varargout = IMAGE_LOAD_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;
+
+
+% --- Executes on button press in pushbutton1.
+function pushbutton1_Callback(hObject, eventdata, handles)
+% 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)
+[filename, pathname] = uigetfile({'*.dcm*'}, 'Pick an Image File');
+img=dicomread(dicominfo([pathname,filename]));
+axes(handles.img_display);
+imshow(img,[]);
+%% Binary Image Formations
+X=uint8(img);
+level = graythresh(X);
+Binary_Image = im2bw(X,level);
+%% Box Ploting for FD
+figure
+[n,r] = boxcount(Binary_Image,'slope');
+df = -diff(log(n))./diff(log(r));
+disp(['Fractal dimension, Df = ' num2str(mean(df(4:8))) ' +/- ' num2str(std(df(4:8)))]);
+%% Probability P=0.8,
+Countour = randcantor(0.8);
+figure
+boxcount(Countour)
+
+set(handles.edit1,'String',['FD =' num2str(mean(df(4:8))) ' +/- ' num2str(std(df(4:8)))]);
+%%                           END
+
+
+
+function edit1_Callback(hObject, eventdata, handles)
+% 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, eventdata, handles)
+% 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