edit-rectangle box for each word

I have an image

http://www.sendspace.com/file/0mm1uq

in that i want to draw rectangle box for each word ,please help

[Jan]

What is the difference to your former question http://www.mathworks.com/matlabcentral/answers/37390-rectangle-box-for-each-word ?

[kash]

JAn both are same you said that that image is not clear ,that why posted anoter image,please provide assistance

[Jan]

Please do not post multiple question for one problem. Imagine what happens, if somebody, who wants to help, read your former message. Creating a new question and leaving the old one without explanations or clarifications wastes her or his time, and this reduces the efficiency of this forum. It is much better to edit the original question to add new details.

[kash]

Ok Jan

Answer 1

[Andrei Bobrov]

i0 = imread('image1.bmp');
i1 = im2bw(i0,graythresh(i0));
i2 = imfill(i1,'holes');
s = regionprops(i2,'Area','BoundingBox' );
[~,idx] = max([s.Area]);
i3 = imcrop(i1,s(idx).BoundingBox);
i4 = imcrop(i2,s(idx).BoundingBox);
i3(~i4) = true;
i4 = ~i3;
s1 = regionprops(i4,'BoundingBox');
c = cat(1,s1.BoundingBox);
imshow(i3);
hold on
for jj = 1:size(c,1)
    x = [1;1]*(c(jj,1:2:end)+ [0 c(jj,1)]);
    y = (c(jj,2:2:end)+ [0 c(jj,2)]).'*[1 1];
    plot([x(:);x(1)],y([1,2,4,3,1]),'r-');
end

[kash]

THANKS A LOT ANDREI AM VERY GREATFUL TO YOU