Yusof, Yusnita and Khalifa, Othman Omran
  
(2008)
Imperceptibility and robustness analysis of DWT-based digital image watermarking.
    In: Proceedings of the International Conference on Computer and Communication Engineering 2008       May 13-15, 2008 Kuala Lumpur, Malaysia, May 13-15, 2008 , Kuala Lumpur, Malaysia.
  
  
  
  
  
    
  
    
      
      
        
          
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    Abstract
    Digital watermarking is distinctive depending on 
the techniques used and its intended applications. This 
paper concentrates on invisible digital image 
watermarking using discrete wavelet transform. The 
work flow involves watermark embedding, attacks and 
watermark extraction. Two methods are proposed and 
analyzed to imply the imperceptibility and robustness, 
among the most important criteria of digital 
watermarking, using three types of attacks – JPEG 
compression, blurring and histogram equalization. The 
results are compared through subjective visual 
inspections and calculative measurements using PSNR 
for watermark imperceptibility and SSIM Index for 
watermark robustness.  
  
  
  
  
  
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