Anisotropic Diffusion

This sample demonstrates Perona-Malik anisotropic diffusion.

Sources:

function varargout = anisodiff_demo_gui(im)
    % load source image
    if nargin < 1
        src = cv.imread(fullfile(mexopencv.root(),'test','fruits.jpg'), 'Color',true);
    elseif ischar(im)
        src = cv.imread(im, 'Color',true);
    else
        src = im;
    end

    % not too big
    if size(src,1) > 480
        src = cv.resize(src, [round(480*size(src,2)/size(src,1)), 480]);
    end

    % create the UI
    h = buildGUI(src);
    if nargout > 0, varargout{1} = h; end
end

function onChange(~,~,h)
    %ONCHANGE  Event handler for UI controls

    % retrieve current values from UI controls
    niters = round(get(h.slid, 'Value'));
    set(h.txt, 'String',sprintf('No. of time steps: %2d',niters));

    % apply filtering
    dst = cv.anisotropicDiffusion(h.src, ...
        'Alpha',1.0, 'K',0.02, 'Iterations',niters);

    % show result
    set(h.img, 'CData',dst);
    drawnow;
end

function h = buildGUI(img)
    %BUILDGUI  Creates the UI

    % parameters
    niters = 10;
    sz = size(img);
    sz(2) = max(sz(2), 250);  % minimum figure width

    % build the user interface (no resizing to keep it simple)
    h = struct();
    h.src = img;
    h.fig = figure('Name','Anisotropic Diffusion', ...
        'NumberTitle','off', 'Menubar','none', 'Resize','off', ...
        'Position',[200 200 sz(2) sz(1)+30-1]);
    if ~mexopencv.isOctave()
        %HACK: not implemented in Octave
        movegui(h.fig, 'center');
    end
    h.ax = axes('Parent',h.fig, 'Units','pixels', 'Position',[1 30 sz(2) sz(1)]);
    if ~mexopencv.isOctave()
        h.img = imshow(img, 'Parent',h.ax);
    else
        %HACK: https://savannah.gnu.org/bugs/index.php?45473
        axes(h.ax);
        h.img = imshow(img);
    end
    h.txt = uicontrol('Parent',h.fig, 'Style','text', ...
        'Position',[5 5 150 20], 'FontSize',11, ...
        'String',sprintf('No. of time steps: %2d',niters));
    h.slid = uicontrol('Parent',h.fig, 'Style','slider', ...
        'Position',[155 5 sz(2)-155-5 20], 'Value',niters, ...
        'Min',0, 'Max',30, 'SliderStep',[1 5]./(30-0));

    % hook event handlers, and trigger default start
    set(h.slid, 'Callback',{@onChange,h}, ...
        'Interruptible','off', 'BusyAction','cancel');
    onChange([],[],h);
end