lhidatabase.m

This code can parse any image in matlab. Very elaborate code

function [D, XML] = LHIdatabase(varargin)
%function [database, XML] = LHIdatabase(HOMEANNOTATIONS, folderlist)
%
% This line reads the entire database into a Matlab struct.
%
% Different ways of calling this function
% database = LHIdatabase(HOMEANNOTATIONS); % reads only annotated images
% database = LHIdatabase(HOMEANNOTATIONS, HOMEIMAGES); % reads all images
% database = LHIdatabase(HOMEANNOTATIONS, folderlist);
% database = LHIdatabase(HOMEANNOTATIONS, HOMEIMAGES, folderlist);
%
% Reads all the annotations.
%
% You do not need to download the database. The functions that read the
% images and the annotation files can be refered to the online tool. For
% instance, you can run the next command:
%
% D = LHIdatabase(HOMEANNOTATIONS);
%
% This will create the database struct without needing to download the
% database. It might be slower than having a local copy. 
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% LHI Dataset
% http://www.imageparsing.com
% 
% Lotushill, China & CIVS, UCLA
% 2008
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

Folder = [];

% Parse input arguments and read list of folders
N = nargin;
HOMEANNOTATIONS = varargin{1};
if N==3
    HOMEIMAGES = varargin{2};
else
    HOMEIMAGES = '';
end

if iscell(varargin{N})
    folderlist = varargin{N}

    Nfolders = length(folderlist);
    for i = 1:Nfolders
        Folder{i} = folderlist{i};
    end
else
    if N==2
        HOMEIMAGES = varargin{2};
    end
    if ~strcmp(HOMEANNOTATIONS(1:5), 'http:');
        folders = genpath(HOMEANNOTATIONS);
        h = [findstr(folders,  pathsep)];
        h = [0 h];
        Nfolders = length(h)-1
        for i = 1:Nfolders
            tmp = folders(h(i)+1:h(i+1)-1);
            tmp = strrep(tmp, HOMEANNOTATIONS, ''); tmp = tmp(2:end);
            Folder{i} = tmp;
        end
    else
        files = urldir(HOMEANNOTATIONS);
        Folder = {files(2:end).name}; % the first item is the main path name
        Nfolders = length(Folder);
        %for i = 1:Nfolders
        %    Folder{i} = Folder{i};
        %end
    end
end

% Open figure that visualizes the file and folder counter
Hfig = plotbar;

% Loop on folders
D = []; n = 0; nPolygons = 0;
if nargout == 2; XML = ['<database>']; end
for f = 1:Nfolders
    folder = Folder{f};
    disp(sprintf('%d/%d, %s', f, Nfolders, folder))
    filesImages = [];
    
    if ~strcmp(HOMEANNOTATIONS(1:5), 'http:');
        filesAnnotations = dir(fullfile(HOMEANNOTATIONS, folder, '*.xml'));
        if length(HOMEIMAGES)>0
            filesImages = dir(fullfile(HOMEIMAGES, folder, '*.jpg'));
        end
    else
        filesAnnotations = urlxmldir(fullfile(HOMEANNOTATIONS, folder));
        if length(HOMEIMAGES)>0
            filesImages = urldir(fullfile(HOMEIMAGES, folder), 'img');
        end
    end
    
    %keyboard
    
    if length(HOMEIMAGES)>0
        N = length(filesImages);
    else
        N = length(filesAnnotations);
    end
    
    %fprintf(1, '%d ', N)
    emptyAnnotationFiles = 0;
    labeledImages = 0;
    for i = 1:N
        clear v
        if length(HOMEIMAGES)>0
            filename = fullfile(HOMEIMAGES, folder, filesImages(i).name);
            filenameanno = strrep(filesImages(i).name, '.jpg', '.xml');
            if length(filesAnnotations)>0
                J = strmatch(filenameanno, {filesAnnotations(:).name});
            else
                J = [];
            end
            if length(J)==1
                if filesAnnotations(J).bytes > 0
                    [v, xml] = loadXML(fullfile(HOMEANNOTATIONS, folder, filenameanno));
                    labeledImages = labeledImages+1;
                else
                    %disp(sprintf('file %s is empty', filenameanno))
                    emptyAnnotationFiles = emptyAnnotationFiles+1;
                    v.annotation.folder = folder;
                    v.annotation.filename = filesImages(i).name;
                end
            else
                %disp(sprintf('image %s has no annotation', filename))
                v.annotation.folder = folder;
                v.annotation.filename = filesImages(i).name;
            end
        else
            filename = fullfile(HOMEANNOTATIONS, folder, filesAnnotations(i).name);
            if filesAnnotations(i).bytes > 0
                [v, xml] = loadXML(filename);
                v.annotation.folder = folder;
                v.annotation.filename = strrep(filesAnnotations(i).name, '.xml', '.jpg');
                labeledImages = labeledImages+1;
           else
                disp(sprintf('file %s is empty', filename))
                v.annotation.folder = folder;
                v.annotation.filename = strrep(filesAnnotations(i).name, '.xml', '.jpg');
            end
        end
        
        n = n+1;

        % Add folder and file name to the scene description
        if ~isfield(v.annotation, 'scenedescription')
            v.annotation.scenedescription = [v.annotation.folder ' ' v.annotation.filename];
        end
        
        % Add object ids
        if isfield(v.annotation, 'object')
            %if ~isfield(v.annotation.object, 'id')
            for m = 1:length(v.annotation.object)
                v.annotation.object(m).id = m;
            end
            %end
        end
        
        % store annotation into the database
        D(n).annotation = v.annotation;

        if nargout == 2
            XML = [XML xml];
        end

        if mod(i,3)==1
            plotbar(Hfig,f,Nfolders,i,N);
        end
        drawnow
    end
    disp(sprintf(' Total images:%d, annotation files:%d (with %d empty xml files)', N, labeledImages, emptyAnnotationFiles))
end

if nargout == 2; XML = [XML '</database>']; end

% Remove all the deleted objects. Comment this line if you want to see all
% the deleted files.
%D = LMvalidobjects(D);

% Add view point into the object name
%D = addviewpoint(D);

% Add image size field
% D = addimagesize(D);

% % Summary database;
%[names, counts] = LMobjectnames(D);
%disp('-----------------')
%disp(sprintf('LabelMe Database summary:\n Total of %d annotated images. \n There are %d polygons assigned to %d different object names', length(D), sum(counts), length(names)))
disp(sprintf('LabelMe Database summary:\n Total of %d annotated images.', length(D)))
%disp('-----------------')
% 
close(Hfig)

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function fig = plotbar(fig,nf,Nf,ni,Ni)

if nargin > 0
    clf(fig)
    ha = subplot(2,1,1, 'parent', fig); cla(ha)
    p = patch([0 1 1 0],[0 0 1 1],'w','EraseMode','none', 'parent', ha);
    p = patch([0 1 1 0]*nf/Nf,[0 0 1 1],'g','EdgeColor','k','EraseMode','none', 'parent', ha);
    axis(ha,'off')
    title(sprintf('folders (%d/%d)',nf,Nf), 'parent', ha)
    ha = subplot(2,1,2, 'parent', fig); cla(ha)
    p = patch([0 1 1 0],[0 0 1 1],'w','EraseMode','none', 'parent', ha);
    p = patch([0 1 1 0]*ni/Ni,[0 0 1 1],'r','EdgeColor','k','EraseMode','none', 'parent', ha);
    axis(ha,'off')
    title(sprintf('files (%d/%d)',ni,Ni), 'parent', ha)
    drawnow
else
    % Create counter figure
    screenSize = get(0,'ScreenSize');
    pointsPerPixel = 72/get(0,'ScreenPixelsPerInch');
    width = 360 * pointsPerPixel;
    height = 2*75 * pointsPerPixel;
    pos = [screenSize(3)/2-width/2 screenSize(4)/2-height/2 width height];
    fig = figure('Units', 'points', ...
        'NumberTitle','off', ...
        'IntegerHandle','off', ...
        'MenuBar', 'none', ...
        'Visible','on',...
        'position', pos,...
        'BackingStore','off',...
        'DoubleBuffer','on');
end

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function files = urlxmldir(page)

files = []; Folder = [];
page = strrep(page, '\', '/');

folders = urlread(page);
folders = folders(1:length(folders));
j1 = findstr(lower(folders), '<a href="');
j2 = findstr(lower(folders), '</a>');
Nfolders = length(j1);

fn = 0;
for f = 1:Nfolders
    tmp = folders(j1(f)+9:j2(f)-1);
    fin = findstr(tmp, '"');
    if length(findstr(tmp(1:fin(end)-1), 'xml'))>0
        fn = fn+1;
        Folder{fn} = tmp(1:fin(end)-1);
    end
end

for f = 1:length(Folder)
    files(f).name = Folder{f};
    files(f).bytes = 1;
end