Research Article
Fast CU Size Decision Method Based on Just Noticeable Distortion and Deep Learning
Table 3
The BDBR of the proposed method and the latest methods.
| Sequences | Proposed | CTDM [6] | FBDA [7] | FIVG [13] | ACSD [14] | BDBR (%) | BDBR (%) | BDBR (%) | BDBR (%) | BDBR (%) |
| Class B 1920 × 1080 | Kimono | 1.34 | 1.05 | 1.98 | 1.72 | 0.87 | ParkScene | 0.95 | 1.11 | 1.38 | 1.28 | 0.83 | BQTerrace | 1.22 | 1.00 | 1.19 | 1.16 | 0.95 |
| Class C 832 × 480 | PartyScene | 0.95 | 0.76 | 1.05 | 0.28 | 0.55 | RaceHorsesC | 0.96 | 0.82 | 2.96 | 0.84 | 0.37 | BasketballDrill | 0.89 | 1.67 | 1.36 | 1.91 | 1.30 |
| Class D 416 × 240 | BlowingBubbles | 0.95 | 0.74 | 0.73 | 0.49 | 0.95 | RaceHorses | 0.86 | 0.95 | 1.59 | 0.54 | 0.71 | BQSquare | 0.87 | 0.61 | −0.11 | 0.17 | 0.68 |
| Class E 1280 × 720 | Johnny | 0.88 | 1.44 | 1.51 | 3.07 | 1.72 | FourPeople | 0.78 | 1.38 | 1.37 | 2.55 | 1.35 | KristenAndSara | 1.21 | 1.19 | 1.53 | 2.56 | 1.61 |
| Average | | 0.99 | 1.06 | 1.38 | 1.38 | 0.99 |
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