Research Article
Design of 3D Environment Combining Digital Image Processing Technology and Convolutional Neural Network
Table 4
Evaluation indicators of CNN ablation experiments CD.
| Item | CD | Deviation | EMD | Deviation | FC | CNN | FC | CNN |
| Airplane | 2.42 | 2.32 | 0.22 | 2.67 | 2.63 | 0.04 | Bench | 3.38 | 3.35 | 0.03 | 3.56 | 3.42 | 0.14 | Cabinet | 4.52 | 4.44 | 0.08 | 4.15 | 4.31 | −0.16 | Car | 3.43 | 3.31 | 0.12 | 3.03 | 2.9 | 0.13 | Chair | 3.76 | 3.42 | 0.34 | 3.68 | 3.53 | 0.15 | Lamp | 4.75 | 4.91 | −0.16 | 5.76 | 6.11 | −0.35 | Monitor | 4.53 | 4.51 | 0.02 | 4.58 | 4.14 | 0.44 | Phone | 3.74 | 3.46 | 0.27 | 3.51 | 3.48 | 0.03 | Rifle | 2.45 | 2.33 | 0.12 | 3.98 | 3.71 | 0.27 | Sofa | 4.18 | 4.13 | 0.05 | 4.07 | 3.83 | 0.24 | Speaker | 5.82 | 5.65 | 0.17 | 4.85 | 5.02 | −0.17 | Table | 3.96 | 4.07 | −0.13 | 4.46 | 4.35 | 0.11 | Vessel | 3.67 | 3.52 | 0.15 | 3.92 | 3.84 | 0.08 | Mean | 3.9 | 3.8 | 0.1 | 4.01 | 3.94 | 0.07 |
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