function xy_translation=niematchdicxy1(posfname,dicfolder,firstdicfolder,pixelsize_um,slice_per_slide,checkimage)
% gien a list of positions and a z-stack of dic images, calculate
% difference with the first cycle.

% slice_per_slide=2;
% firstdicfolder='genedic01';
% dicfolder=['genedic07'];
% posfname=''; % position list filename.
% pixelsize_um=0.32;
%%
if ~exist('checkimage','var')
    checkimage=0;%whether to check image after registration
end

if isempty(firstdicfolder)
    firstdicfolder='genedic01';
end


pixelsize=pixelsize_um/1000; %20x pixel size in um (the stage records positions in um)
stage_x_dir=-1; %-1: left is larger
stage_y_dir=1; %1: bottom is larger
pos_per_slice=4; % don't change this
pos_batch_size=slice_per_slide*pos_per_slice;% this controls how many positions to pool, usually all positions from a slide

%tic
% read all images
imref={};
imcurr={};
fname1=dir([firstdicfolder,'/*.tif']);
fname1=sort_nat({fname1.name});
parfor i=1:numel(fname1)
    imref{i}=imread([firstdicfolder,'/',fname1{i}]);
end

fname2=dir([dicfolder,'/*.tif']);
fname2=sort_nat({fname2.name});
parfor i=1:numel(fname2)
    imcurr{i}=imread([dicfolder,'/',fname2{i}]);
end

if numel(imref)~=numel(imcurr)
    error('The number of images is different from the first cycle. Abort.')
   
end
%toc

%make slidenum. If only a single slice_per_slide is provided, assume same
%number of slices per slide. If slice_per_slide is a vector, then use
%indiviudal values for different slides.
if numel(slice_per_slide)==1
    slidenum=ceil((1:numel(imref))/pos_batch_size);
else
    slidenum=zeros(sum(pos_batch_size),1);
    slidenum(1:pos_batch_size(1))=1;
    for i=2:numel(pos_batch_size)
        slidenum(sum(pos_batch_size(1:i-1))+1:sum(pos_batch_size(1:i)))=i;
    end
end
%check to make sure 1 slide num per position
if numel(slidenum)~=numel(imcurr)
    %imcurr
    %slidenum
    %pos_batch_size
    error('The number of images is different from slice numbers. Abort.')
end

%%
%align using imregtform or imregcorr
%[optimizer,metric] = imregconfig('multimodal');
%optimizer.InitialRadius = optimizer.InitialRadius/5; %trial 1 conditions
%optimizer.MaximumIterations=optimizer.MaximumIterations*5;

tform={};
xy_translation=zeros(numel(imref),2);
%tic
parfor i=1:numel(imref)
    tform{i}=imregcorr(imcurr{i}(200:end-200,200:end-200), imref{i}(200:end-200,200:end-200), 'translation')
    xy_translation(i,:)=[tform{i}.T(3,1),tform{i}.T(3,2)];
end
%toc
%%
xy_translation_pooled=xy_translation;

uniqslidenum=unique(slidenum);
for i=1:numel(uniqslidenum)
    xy=median(xy_translation(slidenum==uniqslidenum(i),:),1);
    xy_translation_pooled(slidenum==uniqslidenum(i),:)=repmat(xy,sum(slidenum==uniqslidenum(i)),1);
end

Rfixed=imref2d(size(imref{i}));



%% warning if overall correction is too large or there are spurious values
for i=1:numel(uniqslidenum)
    xy_translation_sub=xy_translation(slidenum==uniqslidenum(i),:);
    xy_extreme_diff=(median(xy_translation_sub(1:pos_per_slice,:))-median(xy_translation_sub(end-pos_per_slice+1:end,:)));
    if max(range(xy_translation_sub))>50
        if (xy_extreme_diff(1))>50 % only check the x since a tilted slide has larger effet on x than y when mounted on the 4-slide holder
            warning(['Slide ',num2str(i), ' is tilted COUNTER CLOCKWISE.'])
        elseif xy_extreme_diff(1)<-50
            warning(['Slide ',num2str(i), ' is tilted CLOCKWISE.'])
        else
            warning(['Slide ',num2str(i), ' is grossly tilted and/or some registrations have failed. Double-check fixed positions.'])
        end
    end
end
        
%% fix position list
data=readmatrix(posfname);
data2=data;
data2(:,1)=round(data2(:,1)-stage_x_dir*xy_translation_pooled(:,1)*pixelsize,3);
data2(:,2)=round(data2(:,2)-stage_y_dir*xy_translation_pooled(:,2)*pixelsize,3);

writematrix(data2,['reg',posfname],'Delimiter',';')


%% check images, optional
if checkimage>0
    alignedim={};
    for i=1:numel(imref)
        tform{i}.T(3,1:2)=xy_translation_pooled(i,:);
        alignedim{i}=imwarp(imcurr{i},tform{i},'OutputView',Rfixed);
        figure;imshowpair(double(imref{i})./1.3/max(double(imref{i}(:))), ...
            double(alignedim{i})./1.3/max(double(imref{i}(:))));
    end
end











% %%
% %%tic
% data=readmatrix(posfname);
% %%toc
% %%
% %%
% %%tic
% filescurr=dir([dicfolder,'/*.tif']);
% filescurr=sort_nat({filescurr.name});
% 
% fileinfo=imfinfo([dicfolder,'/',filescurr{1}]);
% pzc=cell(length(filescurr),3);
% for m=1:length(filescurr)
%     pzc(m,:)=textscan(filescurr{m},'%*u %u %u %u %*s','Delimiter',{'xy','z','c','.'});
% end
% 
% pzc=cell2mat(pzc);
% 
% files1=dir([firstdicfolder,'/*.tif']);
% files1=sort_nat({files1.name});
% 
% xshift=zeros(size(data,1),1);
% yshift=zeros(size(data,1),1);
% %%toc
% %%
% scaling=5;
% parfor n=1:size(data,1)
%     %%
%     %tic
%     fidx=find(pzc(:,1)==n&pzc(:,3)==1);
%     imcurr=zeros(round(fileinfo(1).Height/5),round(fileinfo(1).Width/5),numel(fidx));
%     for i=1:numel(fidx)
%         imcurr(:,:,i)=imresize(imread([dicfolder,'/',filescurr{fidx(i)}]),[round(fileinfo(1).Height/5) round(fileinfo(1).Width/5)],'method','bicubic');
%     end
%     
%     im1=zeros(round(fileinfo(1).Height/scaling),round(fileinfo(1).Width/scaling),numel(fidx));
%     for i=1:numel(fidx)
%         im1(:,:,i)=imresize(imread([firstdicfolder,'/',files1{fidx(i)}]),[round(fileinfo(1).Height/scaling) round(fileinfo(1).Width/scaling)],'method','bicubic');
%     end
%     %max projection, and crop the outer 20%
%     xedge=round(size(im1,2)/5);yedge=round(size(im1,1)/5);
%     imcurr=max(imcurr(yedge:yedge*4,xedge:xedge*4),[],3);
%     im1=max(im1(yedge:yedge*4,xedge:xedge*4),[],3);
%     %toc
%     %%
%     %tic
%     % find transformation
%     [optimizer,metric]=imregconfig('multimodal');
%     optimizer.InitialRadius=optimizer.InitialRadius/3;
%     tform=imregtform(imcurr,im1,'translation',optimizer,metric);
%     %toc
%     xshift(n)=tform.T(3)*scaling*pixelsize/1000;
%     yshift(n)=tform.T(6)*scaling*pixelsize/1000;
%     if tform.T(3)>xedge||tform.T(6)>yedge
%         warning('Positions are grossly misaligned or registration failed. Consider reposition slides.');
%     end
%     
% end
% %% shift position list
% % on the current scope, x is + and y is -;
% offset=[xshift, -yshift];
% offsetm=offset;
% for i=1:round(size(offset,1)/4)
%     offsetm(i*4-3:i*4,:)=repmat(median(offsetm(i*4-3:i*4,:)),4,1);
% end
% 
% 
% 
% data(:,1:2)=data(:,1:2)+offsetm;
% 
% %%
% writematrix(data,['reg',posfname],'Delimiter',';')
end