Problem in extracting the watermark ! !

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Dear Sir,
I have an issue in extracting the watermark..
PROPOSED APPROACH :
1.Bring the image to frequency domain by applying the DCT
2.generate a watermark signal
3.Use the thousand largest coefficients of the original image to embed a watermark sequence of length 1000.
4.Coefficients are modified according to the stream bits of the message using the equation below,
CAW = CA (1 + α Wi)
5.Extraction process – simply subtracting the original DCT coefficients from the watermarked image coefficients.
--------------------------------------------------------------------------------------------------------------------------------
*The code for embedding and extraction is as follows :*
______________________________________________________________
[fname pthname]=uigetfile('*.jpg;*.png;*.tif;*bmp','Select the Asset Image'); %select image
I=imread([pthname fname]);
wmsz=1000; %watermark size
I=I(:,:,1);%get the first color in case of RGB image
[r,c]=size(I);
D=dct2(I);%get DCT of the Asset
D_vec=reshape(D,1,r*c);%putting all DCT values in a vector
[D_vec_srt,Idx]=sort(abs(D_vec),'descend');%re-ordering all the absolute values
W=randn(1,wmsz);%generate a Gaussian spread spectrum noise to use as watermark signal
Idx2=Idx(2:wmsz+1);%choosing 1000 biggest values other than the DC value
%finding associated row-column order for vector values
IND=zeros(wmsz,2);
for k=1:wmsz
x=floor(Idx2(k)/r)+1;%associated culomn in the image
y=mod(Idx2(k),r);%associated row in the image
IND(k,1)=y;
IND(k,2)=x;
end
D_w=D;
for k=1:wmsz
%insert the WM signal into the DCT values
D_w(IND(k,1),IND(k,2))=D_w(IND(k,1),IND(k,2))+.1*D_w(IND(k,1),IND(k,2)).*W(k);
end
I2=idct2(D_w);%inverse DCT to produce the watermarked asset
%The extraction process is simply subtracting the original DCT %coefficients from the
%watermarked image ones. The code can be written like below:
W2=[];%will contain watermark signal extracted from the image
for k=1:wmsz
W2=[W2(D_w(IND(k,1),IND(k,2))/D(IND(k,1),IND(k,2))-1)*10];%watermark extraction
end
_____________________________________________________________
The ERROR appears as follows in the 25th line :
??? Attempted to access W2(-0.0432565); index must be a positive integer or logical.
Error in ==> pooya at 29
W2=[W2(D_w(IND(k,1),IND(k,2))/D(IND(k,1),IND(k,2))-1)*10];%watermark extraction
-----------------------------------------------------------
Please help
Thank you.
  1 Comment
Walter Roberson
Walter Roberson on 14 Dec 2011
http://www.mathworks.com/matlabcentral/answers/13205-tutorial-how-to-format-your-question-with-markup

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Accepted Answer

Eric Pahlke
Eric Pahlke on 15 Dec 2011
There's a lot of code to sort through to figure out exactly what you need to fix, but what stands out is this line:
D_w(IND(k,1),IND(k,2))=D_w(IND(k,1),IND(k,2))+.1*D_w(IND(k,1),IND(k,2)).*W(k);
You're using D_w as an index on line 25(where you get the error), which means it has to be an integer.
However in the line above you're assigning fractional values to D_w:
(D_w(stuff) = D_w(stuff) + .1*D_w(stuff)
Was the .1* intended to be a .* ?
  2 Comments
Walter Roberson
Walter Roberson on 17 Mar 2012
You have a division in your subscript calculations, but you are expecting the result will always be an integer ??

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More Answers (4)

mcc mscelec
mcc mscelec on 18 Mar 2012
I figured out the flaw in the code line:
W2=[W2(D_w(IND(k,1),IND(k,2))/D(IND(k,1),IND(k,2))-1)*10];%watermark extraction
All this while i haven't been storing the new values of W2. The code worked successfully when i made a small modification as follows:
W2(k)=[(D_w(IND(k,1),IND(k,2))/D(IND(k,1),IND(k,2))-1)*10];%watermark extraction
------------------Here is the complete working program:-----------------------------
I=imread('girl512.bmp');
subplot(2,3,1),imshow(I,[]),title('Original Image');
wmsz=1000;
I=I(:,:,1);
[r,c]=size(I);
D=dct2(I);
D_vec=reshape(D,1,r*c);
[D_vec_srt,Idx]=sort(abs(D_vec),'descend');
W=randn(1,wmsz);
subplot(2,3,2),plot(W),title('Watermark');
Idx2=Idx(2:wmsz+1);%choosing 1000 biggest values other than the DC
%finding associated row-column order for vector values
IND=zeros(wmsz,2);
for k=1:wmsz
x=floor(Idx2(k)/r)+1;%associated culomn in the image
y=mod(Idx2(k),r);%associated row in the image
IND(k,1)=y;
IND(k,2)=x;
end
D_w=D;
%WATERMARK EMBEDDING
for k=1:wmsz
fw=D_w((IND(k,1),IND(k,2));
fw=fw+0.1*fw.*W(k);
end
I2=idct2(D_w);%inverse DCT to produce the watermarked asset
I2_int=uint8(I2);
imwrite(I2_int,'I2_watermarkedn.bmp','bmp');
subplot(2,3,3),imshow('I2_watermarkedn.bmp'),title('Watermarked Image');
%WATERMARK EXTRACTION
W2=[];
for k=1:wmsz
W2(k)=[(D_w(IND(k,1),IND(k,2))/D(IND(k,1),IND(k,2))-1)*10];
end
subplot(2,3,4),plot(W2),title('Extracted Watermark');
Thank you for all the comments and suggestions :)
  5 Comments
Walter Roberson
Walter Roberson on 15 Apr 2013
What error message are you seeing ?

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mcc mscelec
mcc mscelec on 14 Apr 2012
Code for WATERMARK DETECTOR RESPONSE FUNCTION
function WM_plot(r,c,ext_wm,orig_wm)
for k=1:1000
wm=randn(r,c);%depending on the size of the watermark
wm=uint8(wm);%if necessary
store(k)=WM_detect(ext_wm,wm);%wrong watermarks
if k == 400
store(k)=WM_detect(ext_wm,orig_wm);%original watermark detection
end
end
figure(1),plot(1:k,[store]),ylabel('Watermark detector response'),xlabel('random watermarks');
hold on
%threshold calculation
[peak,ind]=sort(store,'descend');
threshold=peak(2)+(peak(2)*0.1);%T=second highest peak+10percentof the same
figure(1),plot(1:1000,[threshold],'red');
hold on
figure(1),plot(1:1000,peak(2),'green');
Regards, mcc :)
  1 Comment
Pardeep Kumar
Pardeep Kumar on 26 May 2013
sir ,there is error showing in the line store(k)=WM_detect(ext_wm,orig_wm);
ie.value assigned to variable store might be unused .

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Lester
Lester on 2 Mar 2013
sir ,
may i know what are the steps followed for embedding and extracting the image in DCT domain in the above code....???

Alaa Eleyan
Alaa Eleyan on 22 Nov 2013
the code is working properly..
You just need to add space between W2 and (D_w(....... in the for loop :
Wrong : W2=[W2(D_w(IND(k,1),IND(k,2))/D(IND(k,1),IND(k,2))-1)*10];
Correct : W2=[W2 (D_w(IND(k,1),IND(k,2))/D(IND(k,1),IND(k,2))-1)*10];

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