Here is a solution I saw in a master thesis on image retrieval (variable names changed):
R =f (:,:,1);% take all of the first element
G =f (:,:,2);
B =f (:,:,3);
R =R(1:end);%make it into one column matrix
G =G(1:end);
B =B(1:end);
%concentrate these R,G,B into a single 3 dimensional matrix
imf =[R;G;B];
imf =imf';
It looks like that the author made a detour. A simple solution to this problem is
imf= reshape(f, M*N, 3);
If the function 'reshape' is not used, their code can be improved as follows:
R =R(:);%make it into one vector matrix
G =G(:);
B =B(:);
%concentrate these R,G,B into a single 3 dimensional matrix
imf =[R,G,B];
Chinese version:
Didn't you mean:
ReplyDeleteR =f (:,:,1);% take all of the first element
G =f (:,:,2);
B =f (:,:,3);
go help SQUEEZE
ReplyDeleteSQUEEZE is a function provided by MATLAB and can do the trick. But if you look at the code of squeeze, it uses reshape function.
ReplyDeleteI need to change a 3D image into 2D. However the image should stay as coloured, not gray. Because I need to generate the histogram; and imhist() only works on 2D coloured image.
ReplyDeletePlease help.
Thank you
khi
ReplyDeleteIf u did the transformation 3D image to 2D , please tell me how u did it ??
ReplyDeletebcoz I also want to do it transformation ??
i am not good in matlab graphics
how can i converted an iamge back to rgb when i have extracted all the three component from it .... can it b reshape
ReplyDeletef (:,:,1) =R;
ReplyDeletef (:,:,2) =G;
f (:,:,3) =B;
Hi guys , i would first of all like to say thank you for your code and assistance .
ReplyDeletehowever when using reshape ,the conversion operation goes on normally but when i go for "imshow" , to display the image after conversion , nothing besides a straight line appears .... Same goes when i apply "histeq" to the newly converted 2D image .
pls help , ...
Use imagesc instead.
ReplyDeleteHi Wenbin
DeleteThx for your reply , but all i got after applying the following
/
I = imread('cup.jpg');
J = reshape(I,10800,3);
imagesc(J)
/
is just a screen full of horizontal and vertical colorful lines interconnected .
I guess your cup image is a color one, and you want to convert it to gray? Use rgb2gray to convert it. Then use imshow to display it.
DeleteHi everyone. I am doing the complexity of a facial recognition algorithm one step is to use the reshape function in order to reshape a matrix. I have to understand the math behind the function i.e. the number of operations involved in the function. Would anyone be able to lend some assistance please?
ReplyDeleteworks...thanks
ReplyDelete