cor_embed.m
上传用户:haoweisi88
上传日期:2010-02-03
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文件大小:3k
- %Name: Chris Shoemaker
- %Course: EER-280 - Digital Watermarking
- %Project: Threshold-Based Correlation using block processing in the spatial domain
- % Watermark embedding
- clear all;
- % save start time
- start_time=cputime;
- k=40; % set the gain factor for embeding
- blocksize=8; % set the size of the block in cover to be used for each bit in watermark
- % read in the cover object
- file_name='_lena_std_bw.bmp';
- cover_object=double(imread(file_name));
- % determine size of watermarked image
- Mc=size(cover_object,1); %Height
- Nc=size(cover_object,2); %Width
- % determine maximum message size based on cover object, and blocksize
- max_message=Mc*Nc/(blocksize*blocksize);
- % prefilter the cover image with a matched filter to reduce detection errors
- %prefilt=[-1,-1,-1;-1,10,-1;-1,-1,-1]./2;
- %cover_object=filter2(prefilt,cover_object);
- % read in the message image
- %file_name='_copyright.bmp';
- file_name='fig11.gif';
- message=double(imread(file_name,'gif'));
- Mm=size(message,1); %Height
- Nm=size(message,2); %Width
- % reshape the message to a vector
- %message=round(reshape(message,Mm*Nm,1)./256);
- message=fix(reshape(message,Mm*Nm,1)./2);
- % check that the message isn't too large for cover
- if (length(message) > max_message)
- error('Message too large to fit in Cover Object.')
- end
- % pad the message out to the maximum message size with 0's
- message_pad=ones(1,max_message);
- message_pad(1:length(message))=message;
- % read in key for PN generator
- file_name='_key.bmp';
- key=double(imread(file_name))./256;
- % reset MATLAB's PN generator to state "key"
- rand('state',9);
- % generate the watermark equal to the size of one block
- pn_sequence=round(2*(rand(blocksize,blocksize)-0.5));
- % process the image in blocks
- % first construct the global watermark mask
- x=1;
- y=1;
- for (kk = 1:length(message_pad))
-
- % if message bit contains zero, add PN sequence to that portion of mask
- if (message_pad(kk) == 0)
- watermark_mask(y:y+blocksize-1,x:x+blocksize-1) = pn_sequence;
-
- % otherwise mask is filled with zeros
- else
- watermark_mask(y:y+blocksize-1,x:x+blocksize-1) = zeros(blocksize,blocksize);
- end
-
- % move to next block of mask along x; If at end of row, move to next row
- if (x+blocksize) >= Nc
- x=1;
- y=y+blocksize;
- else
- x=x+blocksize;
- end
- end
- % add watermark mask to cover image using gain factor k
- watermarked_image_dbl=cover_object+k*watermark_mask;
- watermarked_image_int=uint8(cover_object+k*watermark_mask);
- % write the watermarked image out to a file
- imwrite(watermarked_image_int,'cor_watermarked.bmp','bmp');
- % display processing time
- elapsed_time=cputime-start_time,
- % calculate the PSNR
- psnr=psnr(cover_object,watermarked_image_dbl,Mc,Nc),
- % display watermarked image
- figure(1)
- imshow(watermarked_image_int,[])
- title('Watermarked Image')