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Table 4 Content-preserving operations with given parameter values

From: Robust image hashing using ring partition-PGNMF and local features

Tool

Manipulation

Parameter

Parameter values

Stir Mark

JPEG compression

Quality factor

30, 40, 50, 60, 70, 80, 90, 100

Stir Mark

Watermark embedding

Strength

10, 20, 30, 40, 50, 60, 70, 80, 90, 100

Stir Mark

Scaling

Ratio

0.5, 0.75, 0.9, 1.1, 1.5, 2.0

Stir Mark

Rotation and Cropping

Rotation angle in degree

1, 2, 5, 10, 15, 30, 45, 90, −1, −2, −5, −10, −15, −30, −45, −90

Photoshop

Brightness adjustment

Photoshop Scale

10, 20, −10, −20

Photoshop

Contrast Adjustment

Photoshop Scale

10, 20, −10, −20

Matlab

Gamma Correction

Y

0.5, 0.75, 0.9, 1.1, 1.5

Matlab

3 × 3 Gaussian low pass filter

Standard deviation

0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1