function GUI_input=aver_stat(num_i1,num_i2,num_j1,num_j2,Series) %---------------------------------------------------------------------- % --- make average on a series of files %---------------------------------------------------------------------- %INPUT: %num_i1: series of first indices i (given from the series interface as first_i:incr_i:last_i, mode and list_pair_civ) %num_i2: series of second indices i (given from the series interface as first_i:incr_i:last_i, mode and list_pair_civ) %num_j1: series of first indices j (given from the series interface as first_j:incr_j:last_j, mode and list_pair_civ ) %num_j2: series of second indices j (given from the series interface as first_j:incr_j:last_j, mode and list_pair_civ) %OTHER INPUTS given by the structure Series % Series.Time: % Series.GeometryCalib:%requests for the visibility of input windows in the GUI series (activated directly by the selection in the menu ACTION) if ~exist('num_i1','var') GUI_input={'RootPath';'two';...%nbre of possible input series (options 'on'/'two'/'many', default:'one') 'SubDir';'on';... % subdirectory of derived files (PIV fields), ('on' by default) 'RootFile';'on';... %root input file name ('on' by default) 'FileExt';'on';... %input file extension ('on' by default) 'NomType';'on';...%type of file indexing ('on' by default) 'NbSlice';'on'; ...%nbre of slices ('off' by default) 'VelTypeMenu';'two';...% menu for selecting the velocity type (options 'off'/'one'/'two', 'off' by default) 'FieldMenu';'two';...% menu for selecting the field (s) in the input file(options 'off'/'one'/'two', 'off' by default) 'CoordType'; 'on';...%can use a transform function 'GetObject';'on';...%can use projection object(option 'off'/'one'/'two', %'GetMask';'on'...%can use mask option %'PARAMETER'; %options: name of the user defined parameter',repeat a line for each parameter ''}; return end %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% hseries=guidata(Series.hseries);%handles of the GUI series WaitbarPos=get(hseries.waitbar_frame,'Position'); %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %projection object test_object=get(hseries.GetObject,'Value'); if test_object%isfield(Series,'sethandles') hset_object=findobj(allchild(0),'Name','set_object'); ProjObject=read_set_object(guidata(hset_object)); %answeryes=questdlg({['field series projected on ' Series.ProjObject.Style]}); answeryes=msgbox_uvmat('INPUT_Y-N',['field series projected on ' ProjObject.Style ' before averaging']); if ~isequal(answeryes,'Yes') return end end %root input file and type if ~iscell(Series.RootPath)% case of a single input field series num_i1={num_i1};num_j1={num_j1};num_i2={num_i2};num_j2={num_j2}; RootPath={Series.RootPath}; RootFile={Series.RootFile}; SubDir={Series.SubDir}; FileExt={Series.FileExt}; NomType={Series.NomType}; else RootPath=Series.RootPath; RootFile=Series.RootFile; SubDir=Series.SubDir; NomType=Series.NomType; FileExt=Series.FileExt; end ext=FileExt{1}; form=imformats(ext([2:end]));%test valid Matlab image formats testima=0; if ~isempty(form)||isequal(lower(ext),'.avi')||isequal(lower(ext),'.vol') testima(1)=1; end if length(FileExt)>=2 ext_1=FileExt{2}; form=imformats(ext_1([2:end]));%test valid Matlab image formats if ~isempty(form)||isequal(lower(ext_1),'.avi')||isequal(lower(ext_1),'.vol') testima(2)=1; end if testima(2)~=testima(1) msgbox_uvmat('ERROR','images and netcdf files cannot be compared') return end end %Number of input series: this function accepts two input file series at most (then it operates on the difference of fields) nbview=length(RootPath); if nbview>2 RootPath=RootPath(1:2); set(hseries.RootPath,'String',RootPath) SubDir=SubDir(1:2); set(hseries.SubDir,'String',SubDir) RootFile=RootFile(1:2); set(hseries.RootFile,'String',RootFile) NomType=NomType(1:2); FileExt=FileExt(1:2); set(hseries.FileExt,'String',FileExt) nbview=2; end %determine image type hhh=which('mmreader'); for iview=1:nbview if isequal(FileExt{iview},'.nc')||isequal(FileExt{iview},'.cdf') FileType{iview}='netcdf'; elseif isequal(lower(FileExt{iview}),'.avi') if ~isequal(hhh,'')&& mmreader.isPlatformSupported() MovieObject{iview}=mmreader(fullfile(RootPath{iview},[RootFile{iview} FileExt{iview}])); FileType{iview}='movie'; else FileType{iview}='avi'; end elseif isequal(lower(FileExt{iview}),'.vol') FileType{iview}='vol'; else form=imformats(FileExt{iview}(2:end)); if ~isempty(form)% if the extension corresponds to an image format recognized by Matlab if isequal(NomType{iview},'*'); FileType{iview}='multimage'; else FileType{iview}='image'; end end end end % number of slices NbSlice=str2num(get(hseries.NbSlice,'String')); if isempty(NbSlice) NbSlice=1; end NbSlice_name=num2str(NbSlice); % Field and velocity type (the same for the two views) Field_str=get(hseries.FieldMenu,'String'); FieldName=[]; %default testfield=get(hseries.FieldMenu,'Visible'); if isequal(testfield,'on') val=get(hseries.FieldMenu,'Value'); FieldName=Field_str(val);%the same set of fields for all views if isequal(FieldName,{'get_field...'}) hget_field=findobj(allchild(0),'name','get_field');%find the get_field... GUI if length(hget_field)>1 delete(hget_field(2:end)) elseif isempty(hget_field) filename=... name_generator(fullfile(RootPath{1},RootFile{1}),num_i1{1}(1),num_j1{1}(1),FileExt{1},NomType{1},1,num_i2{1}(1),num_j2{1}(1),SubDir{1}); get_field(filename); return end %hhget_field=guidata(hget_field);%handles of GUI elements in get_field SubField=read_get_field(hget_field); %read the names of the variables to plot in the get_field GUI end end %detect whether the two files are 'images' or 'netcdf' % testima=0; % testvol=0; testcivx=0; % testnc=0; FileExt=get(hseries.FileExt,'String'); % test_movie=0; % for iview=1:nbview % ext=FileExt{iview}; % form=imformats(ext([2:end])); % if isequal(lower(ext),'.vol') % testvol=testvol+1; % elseif ~isempty(form)||isequal(lower(ext),'.avi')% if the extension corresponds to an image format recognized by Matlab % testima=testima+1; % elseif isequal(ext,'.nc') % testnc=testnc+1; % end % end % if testvol % msgbox_uvmat('ERROR','volume images not implemented yet') % return % end % if testnc~=nbview && testima~=nbview && testvol~=nbview % msgbox_uvmat('ERROR','compare two image series or two netcdf files with the same fields as input') % return % end if ~isequal(FieldName,{'get_field...'}) testcivx=isequal(FileType{1},'netcdf'); end % if ~isequal(FieldName,{'get_field...'}) % if isequal(FieldName,{''}) && ~testima % msgbox_uvmat('ERROR','an input field needs to be selected') % return % end % testcivx=testnc; % end if testcivx VelType_str=get(hseries.VelTypeMenu,'String'); VelType_val=get(hseries.VelTypeMenu,'Value'); VelType{1}=VelType_str{VelType_val}; if nbview==2 VelType_str=get(hseries.VelTypeMenu_1,'String'); VelType_val=get(hseries.VelTypeMenu_1,'Value'); VelType{2}=VelType_str{VelType_val}; end end %Calibration data and timing: read the ImaDoc files mode=''; %default timecell={}; itime=0; NbSlice_calib={}; for iview=1:nbview%Loop on views XmlData{iview}=[];%default filebase{iview}=fullfile(RootPath{iview},RootFile{iview}); if exist([filebase{iview} '.xml'],'file') [XmlData{iview},error]=imadoc2struct([filebase{iview} '.xml']); if isfield(XmlData{iview},'Time') itime=itime+1; timecell{itime}=XmlData{iview}.Time; end if isfield(XmlData{iview},'GeometryCalib') && isfield(XmlData{iview}.GeometryCalib,'SliceCoord') NbSlice_calib{iview}=size(XmlData{iview}.GeometryCalib.SliceCoord,1);%nbre of slices for Zindex in phys transform if ~isequal(NbSlice_calib{iview},NbSlice_calib{1}) msgbox_uvmat('WARNING','inconsistent number of Z indices for the two field series'); end end elseif exist([filebase{iview} '.civ'],'file') [error,time,TimeUnit,mode,npx,npy,pxcmx,pxcmy]=read_imatext([filebase{iview} '.civ']); itime=itime+1; timecell{itime}=time; XmlData{iview}.Time=time; GeometryCalib.R=[pxcmx 0 0; 0 pxcmy 0;0 0 0]; GeometryCalib.Tx=0; GeometryCalib.Ty=0; GeometryCalib.Tz=1; GeometryCalib.dpx=1; GeometryCalib.dpy=1; GeometryCalib.sx=1; GeometryCalib.Cx=0; GeometryCalib.Cy=0; GeometryCalib.f=1; GeometryCalib.kappa1=0; GeometryCalib.CoordUnit='cm'; XmlData{iview}.GeometryCalib=GeometryCalib; if error==1 msgbox_uvmat('WARNING','inconsistent number of fields in the .civ file'); end end end %check coincidence in time multitime=0; if isempty(timecell) time=[]; elseif length(timecell)==1 time=timecell{1}; elseif length(timecell)>1 multitime=1; for icell=1:length(timecell) if ~isequal(size(timecell{icell}),size(timecell{1})) msgbox_uvmat('WARNING','inconsistent time array dimensions in ImaDoc fields, the time for the first series is used') time=timecell{1}; multitime=0; break end end end if multitime for icell=1:length(timecell) time(icell,:,:)=timecell{icell}; end diff_time=max(max(diff(time))); if diff_time>0 msgbox_uvmat('WARNING',['times of series differ by more than ' num2str(diff_time)]) end end if size(time,2) < num_i2{1}(end) || size(time,3) < num_j2{1}(end)% ime array absent or too short in ImaDoc xml file' time=[]; end % Root name of output files (TO GENERALISE FOR TWO INPUT SERIES) subdir_result='aver_stat'; if ~exist(fullfile(RootPath{1},subdir_result),'dir') dircur=pwd; %record current working directory cd(RootPath{1})% goes to the iamge directory [m1,m2,m3]=mkdir(subdir_result); if ~isequal(m2,'') msgbox_uvmat('CONFIRMATION',m2);%error message for directory creation end cd(dircur) %back to the initial working directory end filebase_out=filebase{1}; NomTypeOut=nomtype2pair(NomType{1},num_i2{end}(end)-num_i1{1}(1),num_j2{end}(end)-num_j1{1}(1)); % coordinate transform or other user defined transform transform_fct=[];%default if isfield(Series,'transform_fct') transform_fct=Series.transform_fct; end %slice loop siz=size(num_i1{1}); lengthtot=siz(1)*siz(2); nbfield=floor(lengthtot/(siz(1)*NbSlice));%total number of i indexes (adjusted to an integer number of slices) nbfield_slice=nbfield*siz(1);% number of fields per slice for i_slice=1:NbSlice S=0; %initiate the image sum S nbfiles=0; nbmissing=0; %averaging loop for ifile=i_slice:NbSlice:lengthtot stopstate=get(hseries.RUN,'BusyAction'); if isequal(stopstate,'queue') % enable STOP command update_waitbar(hseries.waitbar,WaitbarPos,ifile/lengthtot) for iview=1:nbview [filename]=... name_generator(filebase{iview},num_i1{iview}(ifile),num_j1{iview}(ifile),FileExt{iview},NomType{iview},1,num_i2{iview}(ifile),num_j2{iview}(ifile),SubDir{iview}); if ~isequal(FileType{iview},'netcdf') Data{iview}.ListVarName={'A'}; Data{iview}.AName='image'; switch FileType{iview} case 'movie' A=read(MovieObject{iview},num_i1{iview}(ifile)); case 'avi' mov=aviread(filename,num_i1{iview}(ifile)); A=frame2im(mov(1)); case 'vol' A=imread(filename); case 'multimage' A=imread(filename,num_i1{iview}(ifile)); case 'image' A=imread(filename); end Data{iview}.ListVarName={'coord_y','coord_x','A'}; % Atype{iview}=class(A); npy=size(A,1); npx=size(A,2); nbcolor=size(A,3); if nbcolor==3 Data{iview}.VarDimName={'coord_y','coord_x',{'coord_y','coord_x','rgb'}}; else Data{iview}.VarDimName={'coord_y','coord_x',{'coord_y','coord_x'}}; end Data{iview}.coord_y=[npy-0.5 0.5]; Data{iview}.coord_x=[0.5 npx-0.5]; Data{iview}.A=double(A); Data{iview}.CoordType='px'; elseif testcivx [Data{iview},VelTypeOut]=read_civxdata(filename,FieldName,VelType); else [Data{iview},var_detect]=nc2struct(filename,SubField.ListVarName); %read the corresponding input data Data{iview}.VarAttribute=SubField.VarAttribute; end if isfield(Data{iview},'Txt') msgbox_uvmat('ERROR',['error of input reading: ' Data{iview}.Txt]) return end end % coordinate transform (or other user defined transform) if ~isempty(transform_fct) % z index if ~isempty(NbSlice_calib) Data{iview}.ZIndex=mod(num_i1{iview}(ifile)-1,NbSlice_calib{1})+1;%Zindex for phys transform end if nbview==2 [Data{1},Data{2}]=transform_fct(Data{1},XmlData{1},Data{2},XmlData{2}); if isempty(Data{2}) Data(2)=[]; end else Data{1}=transform_fct(Data{1},XmlData); end end if testcivx Data{iview}=calc_field(FieldName,Data{iview});%calculate field (vort..) end if length(Data)==2 [Field,errormsg]=sub_field(Data{1},Data{2}); %substract the two fields if ~isempty(errormsg) msgbox_uvmat('ERROR',['error in aver_stat/sub_field:' errormsg]) return end else Field=Data{1}; end if test_object [Field,errormsg]=proj_field(Field,ProjObject); if ~isempty(errormsg) msgbox_uvmat('ERROR',['error in aver_stat/proj_field:' errormsg]) return end end nbfiles=nbfiles+1; if nbfiles==1 %first field time_1=[]; if isfield(Field,'Time') time_1=Field.Time(1); end DataMean=Field;%default else for ivar=1:length(Field.ListVarName) VarName=Field.ListVarName{ivar}; eval(['sizmean=size(DataMean.' VarName ');']); eval(['siz=size(Field.' VarName ');']); if ~isequal(siz,sizmean) msgbox_uvmat('ERROR',['unequal size of input field ' VarName ', need to interpolate on a grid']) return else eval(['DataMean.' VarName '=DataMean.' VarName '+ Field.' VarName ';']); % update the sum end end end % else % nbmissing=nbmissing+1; % end end end %end averaging loop for ivar=1:length(Field.ListVarName) VarName=Field.ListVarName{ivar}; eval(['DataMean.' VarName '=DataMean.' VarName '/nbfiles;']); % normalize the mean end if nbmissing~=0 msgbox_uvmat('WARNING',[num2str(nbmissing) ' input files are missing or skipted']) end if isempty(time) % time read from files prevails time_end=[]; if isfield(Field,'Time') time_end=Field.Time(1);%last time read if ~isempty(time_1) DataMean.Time=time_1; DataMean.Time_end=time_end; end end else % time from ImaDoc prevails DataMean.Time=time(1,num_i1{1}(1),num_j1{1}(1)); DataMean.Time_end=time(end,num_i1{end}(end),num_j1{end}(end)); end %writing the result file if testima % if NbSlice==1 [filemean]=name_generator(filebase_out,num_i1{1}(1),num_j1{1}(1),'.png',NomTypeOut,1,num_i2{end}(end),num_j2{end}(end),subdir_result); % else % label the file number by the slice # for simplicity % [filemean]=name_generator(filebase_out,i_slice,1,'.png','_i'); % end if exist(filemean,'file') backupfile=filemean; testexist=2; while testexist==2 backupfile=[backupfile(1:end-4) '~.png']; testexist=exist(backupfile,'file'); end [success,message]=copyfile(filemean,backupfile);%make backup if ~isequal(success,1) msgbox_uvmat('ERROR',['previous file result ' filemean ' already exists, problem in backup']) return end end if isequal(Atype{1},'uint16') imwrite(uint16(DataMean.A),filemean,'BitDepth',16); else imwrite(uint8(DataMean.A),filemean,'BitDepth',8); end display([filemean ' written']); else %case of netcdf input file , determine global attributes DataMean.ListGlobalAttribute=[DataMean.ListGlobalAttribute {Series.Action}]; ActionKey='Action'; while isfield(DataMean,ActionKey) ActionKey=[ActionKey '_1']; end eval(['DataMean.' ActionKey '=Series.Action;']) DataMean.ListGlobalAttribute=[DataMean.ListGlobalAttribute {ActionKey}]; if isfield(DataMean,'Time') DataMean.ListGlobalAttribute=[DataMean.ListGlobalAttribute {'Time','Time_end'}]; end % if NbSlice==1 filemean=name_generator(filebase_out,num_i1{1}(1),num_j1{1}(1),'.nc',NomTypeOut,1,num_i2{end}(end),num_j2{end}(end),subdir_result); % else % label the file number by the slice # for simplicity % [filemean]=name_generator(filebase_out,i_slice,1,'.nc','_i'); % end if exist(filemean,'file') backupfile=filemean; testexist=2; while testexist==2 backupfile=[backupfile(1:end-3) '~.nc']; testexist=exist(backupfile,'file'); end [success,message]=copyfile(filemean,backupfile);%make backup if ~isequal(success,1) msgbox_uvmat('ERROR',['previous file result ' filemean ' already exists, problem in backup']) display(['previous file result ' filemean ' already exists, problem in backup']) return end end errormsg=struct2nc(filemean,DataMean); %save result file if isempty(errormsg) display([filemean ' written']); else msgbox_uvmat('ERROR',['error in writting result file: ' errormsg]) display(errormsg) end end end hget_field=findobj(allchild(0),'name','get_field');%find the get_field... GUI delete(hget_field) uvmat(filemean)