Question

我在我的项目中使用了matlab中心网站的以下代码来执行种子区域的增长。这很好用，但我很难理解代码在某些地方的确切做法。我联系了作者，但没有回复。有人能给我一些解释吗？

function Phi = segCroissRegion(tolerance,Igray,x,y)
if(x == 0 || y == 0)
    imshow(Igray,[0 255]);
    [x,y] = ginput(1);
end
Phi = false(size(Igray,1),size(Igray,2));
ref = true(size(Igray,1),size(Igray,2));
PhiOld = Phi;
Phi(uint8(x),uint8(y)) = 1;
while(sum(Phi(:)) ~= sum(PhiOld(:)))
    PhiOld = Phi;
    segm_val = Igray(Phi);
    meanSeg = mean(segm_val);
    posVoisinsPhi = imdilate(Phi,strel('disk',1,0)) - Phi;
    voisins = find(posVoisinsPhi);
    valeursVoisins = Igray(voisins);
    Phi(voisins(valeursVoisins > meanSeg - tolerance & valeursVoisins < meanSeg + tolerance)) = 1;
end

由于

Answer 1

我在您的代码中添加了一些注释：

function Phi = segCroissRegion(tolerance,Igray,x,y)

% If there's no point, select one from image

if(x == 0 || y == 0)
    imshow(Igray,[0 255]);
    [x,y] = ginput(1);
end

%Create seed with by adding point in black image

Phi = false(size(Igray,1),size(Igray,2));
ref = true(size(Igray,1),size(Igray,2));
PhiOld = Phi;
Phi(uint8(x),uint8(y)) = 1;
while(sum(Phi(:)) ~= sum(PhiOld(:)))
    PhiOld = Phi;
% Evaluate image intensity at seed/line points
    segm_val = Igray(Phi);
% Calculate mean intensity at seed/line points
    meanSeg = mean(segm_val);
% Grow seed 1 pixel, and remove previous seed (so you'll get only new pixel perimeter)
    posVoisinsPhi = imdilate(Phi,strel('disk',1,0)) - Phi;
% Evaluate image intensity over the new perimeter
    voisins = find(posVoisinsPhi);
    valeursVoisins = Igray(voisins);
% If image intensity over new perimeter is greater than the mean intensity of previous perimeter (minus tolerance), than this perimeter is part of the segmented object
    Phi(voisins(valeursVoisins > meanSeg - tolerance & valeursVoisins < meanSeg + tolerance)) = 1;
% Repeat while there's new pixel in seed, stop if no new pixel were added
end

Matlab种子区域增长

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