Research Article
Robust Image Hashing Based on Cool and Warm Hue and Space Angle
Table 2
Hamming distance in different attacks.
| Operation | Min | Max | Mean | SD |
| JPEG compression | 4 | 67 | 20.4250 | 16.7912 | Brightness adjustment | 3 | 37 | 15.9000 | 8.7232 | Contrast adjustment | 2 | 26 | 11.8500 | 7.9092 | Salt & pepper | 12 | 83 | 28.8800 | 22.1384 | Image resizing | 6 | 74 | 20.9667 | 16.0763 | 3 × 3 Gaussian filter | 5 | 51 | 20.3200 | 12.8372 | Rotation | 34 | 193 | 121.5250 | 45.8649 | Watermark embedding | 0 | 1 | 0.3000 | 0.4661 | Gamma correction | 12 | 60 | 31.9500 | 15.6692 | Speckle | 11 | 73 | 28.2000 | 20.2279 |
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