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Table 6 Quality assessment using the mean square error (MSE) and the signal-to-noise ratio (SNR) of the extracted watermark signal, when the watermarked Lena image is altered by various attacks.

From: Time-Frequency and Time-Scale-Based Fragile Watermarking Methods for Image Authentication

Attacks

Quality Assessment

 

MSE

SNR (dB)

Histogram equalization

0.1282

8.92

Sharpening

0.1038

9.84

Blurring

0.1062

9.74

Gaussian noise

0.1202

9.20

Salt-and-pepper noise

0.0926

10.34