基于matlab的人脸识别源代码.docx
《基于matlab的人脸识别源代码.docx》由会员分享，可在线阅读，更多相关《基于matlab的人脸识别源代码.docx（8页珍藏版）》请在冰豆网上搜索。
基于matlab的人脸识别源代码
functionvarargout=FR_Processed_histogram（varargin）%这种算法是基于直方图处理的方法
%Thehistogramofimageiscalculatedandthenbinformationisdoneonthe
%basisofmeanofsuccessivegraylevelsfrequencies.Thetrainingisdoneonoddimagesof40subjects（200imagesoutof400images）
%Theresultsoftheimplementedalgorithmis99.75（recognitionfailsonimagenumber4ofsubject17）
gui_Singleton=1;
gui_State=struct（'gui_Name',mfilename,...
'gui_Singleton',gui_Singleton,...'gui_OpeningFcn',@FR_Processed_histogram_OpeningFcn.,..
'gui_OutputFcn',@FR_Processed_histogram_OutputFcn.,..
'gui_LayoutFcn',[],...'gui_Callback',[]）;
ifnargin&&ischar（varargin{1}）gui_State.gui_Callback=str2func（varargin{1}）;
end
ifnargout
[varargout{1:
nargout}]=gui_mainfcn（gui_State,varargin{:
}）;
else
gui_mainfcn（gui_State,varargin{:
}）;
end
%Endinitializationcode-DONOTEDIT
%
%---ExecutesjustbeforeFR_Processed_histogramismadevisible.functionFR_Processed_histogram_OpeningFcn（hObjecte,ventdata,handles,varargin）
%Thisfunctionhasnooutputargs,seeOutputFcn.
%hObjecthandletofigure
%eventdatareserved-tobedefinedinafutureversionofMATLAB
%handlesstructurewithhandlesanduserdata（seeGUIDATA）
%varargincommandlineargumentstoFR_Processed_histogram（seeVARARGIN）
%Choosedefaultcommandlineoutputfor
FR_Processed_histogram
handles.output=hObject;
%Updatehandlesstructureguidata（hObject,handles）;
%UIWAITmakesFR_Processed_histogramwaitforuserresponse（seeUIRESUME）
%uiwait（handles.figure1）;
globaltotal_subtrain_imgsub_imgmax_hist_levelbin_numform_bin_num;
total_sub=40;
train_img=200;
sub_img=10;
max_hist_level=256;
bin_num=9;
form_bin_num=29;
%
%---Outputsfromthisfunctionarereturnedtothecommandline.
functionvarargout=FR_Processed_histogram_OutputFcn（hObject,eventdata,handles）
%varargoutcellarrayforreturningoutputargs（seeVARARGOUT）;
%hObjecthandletofigure
%eventdatareserved-tobedefinedinafutureversionofMATLAB
%handlesstructurewithhandlesanduserdata（seeGUIDATA）
%Getdefaultcommandlineoutputfromhandlesstructurevarargout{1}=handles.output;
%
%---Executesonbuttonpressintrain_button.
functiontrain_button_Callback（hObject,eventdata,handles）
%hObjecthandletotrain_button（seeGCBO）
%eventdatareserved-tobedefinedinafutureversionofMATLAB
%handlesstructurewithhandlesanduserdata（seeGUIDATA）
globaltrain_processed_bin;
globaltotal_subtrain_imgsub_imgmax_hist_levelbin_numform_bin_num;
train_processed_bin（form_bin_num,train_img）=0;
K=1;
train_hist_img=zeros（max_hist_level,train_img）;
forZ=1:
1:
total_sub
forX=1:
2:
sub_img
%%%trainonoddnumberofimagesof
eachsubject
I=imread（strcat（'ORL\S',int2str（Z）,'\',int2str（X）,'.bmp'））;[rowscols]=size（I）;
fori=1:
1:
rows
forj=1:
1:
cols
if（I（i,j）==0）train_hist_img（max_hist_level,K）train_hist_img（max_hist_level,K）+1;
elsetrain_hist_img（I（i,j）,K）=train_hist_img（I（i,j）,K）+1;
end
end
end
K=K+1;
end
end
[rc]=size（train_hist_img）;
sum=0;
fori=1:
1:
c
K=1;
forj=1:
1:
r
if（（mod（j,bin_num））==0）
sum=sum+train_hist_img（j,i）;train_processed_bin（K,i）=sum/bin_num;K=K+1;
sum=0;
else
sum=sum+train_hist_img（j,i）;
end
end
train_processed_bin（K,i）=sum/bin_num;
end
display（'TrainingDone'）save'train'train_processed_bin;
%---ExecutesonbuttonpressinTesting_button.
functionTesting_button_Callback（hObject,eventdata,handles）
%hObjecthandletoTesting_button（seeGCBO）
%eventdatareserved-tobedefinedinafutureversionofMATLAB
%handlesstructurewithhandlesanduserdata（seeGUIDATA）
globaltrain_imgmax_hist_levelbin_numform_bin_num;
globaltrain_processed_bin;
globalfilenamepathnameI
load'train'
test_hist_img（max_hist_level）=0;test_processed_bin（form_bin_num）=0;
[rowscols]=size（I）;
fori=1:
1:
rows
forj=1:
1:
cols
if（I（i,j）==0）
test_hist_img（max_hist_level）
test_hist_img（max_hist_level）+1;
else
test_hist_img（I（i,j））=test_hist_img（I（i,j））+1;
end
end
end
[rc]=size（test_hist_img）;sum=0;
K=1;
forj=1:
1:
c
if（（mod（j,bin_num））==0）
sum=sum+test_hist_img（j）;test_processed_bin（K）=sum/bin_num;
K=K+1;
sum=0;
else
sum=sum+test_hist_img（j）;
end
end
test_processed_bin（K）=sum/bin_num;
sum=0;
K=1;
fory=1:
1:
train_img
forz=1:
1:
form_bin_num
sum=sum+abs（test_processed_bin（z）-train_processed_bin（z,y））;
end
img_bin_hist_sum（K,1）=sum;
sum=0;
K=K+1;
end
[tempM]=min（img_bin_hist_sum）;
M=ceil（M/5）;
getString_start=strfind（pathname',S'）;getString_start=getString_start（end）+1;getString_end=strfind（pathname',\'）;getString_end=getString_end（end）-1;
subjectindex=str2num（pathname（getString_start:
getString_end））;
if（subjectindex==M）
axes（handles.axes3）
%imageno:
5isshownforvisualizationpurposeimshow（imread（STRCAT（'ORL\S',num2str（M）,'\5.bmp'）））msgbox（'CorrectlyRecognized'）;
else
display（['Error==>TestingImageofSubject>>'num2str（subjectindex）'matcheswiththeimageofsubject>>'num2str（M）]）
axes（handles.axes3）
%imageno:
5isshownforvisualizationpurposeimshow（imread（STRCAT（'ORL\S',num2str（M）,'\5.bmp'）））msgbox（'IncorrectlyRecognized'）;
end
display（'TestingDone'）
%
functionbox_Callback（hObject,eventdata,handles）
%hObjecthandletobox（seeGCBO）
%eventdatareserved-tobedefinedinafutureversionof
MATLAB
%handlesstructurewithhandlesanduserdata（seeGUIDATA）
%Hints:
get（hObject,'String'）returnscontentsofboxastext
%str2double（get（hObject,'String'））returnscontentsofboxasadouble
%
%---Executesduringobjectcreation,aftersettingallproperties.functionbox_CreateFcn（hObject,eventdata,handles）
%hObjecthandletobox（seeGCBO）
%eventdatareserved-tobedefinedinafutureversionofMATLAB
%handlesempty-handlesnotcreateduntilafterallCreateFcns
called
%Hint:
editcontrolsusuallyhaveawhitebackgroundonWindows.
%SeeISPCandCOMPUTER.
ifispc&&isequal（get（hObject,'BackgroundColor'）,get（0,'defaultUicontrolBackgroundColor'））
set（hObject,'BackgroundColor','white'）;
end
%---ExecutesonbuttonpressinInput_Image_button.
functionInput_Image_button_Callback（hObject,eventdata,handles）
%hObjecthandletoInput_Image_button（seeGCBO）
%eventdatareserved-tobedefinedinafutureversionofMATLAB
%handlesstructurewithhandlesanduserdata（seeGUIDATA）
globalfilenamepathnameI
[filename,pathname]=uigetfile（'*.bmp','TestImage'）;axes（handles.axes1）
imgpath=STRCAT（pathname,filename）;
I=imread（imgpath）;
imshow（I）
%
%---Executesduringobjectcreation,aftersettingallproperties.
functionaxes3_CreateFcn（hObject,eventdata,handles）
%hObjecthandletoaxes3（seeGCBO）
%eventdatareserved-tobedefinedinafutureversionofMATLAB
%handlesempty-handlesnotcreateduntilafterallCreateFcns
called
%Hint:
placecodeinOpeningFcntopopulateaxes3
%ProgrammedbyUsmanQayyum
升级会员 