Research Article
Image Demosaicing Based on Generative Adversarial Network
Table 1
The parameters for the generator.
| | Convolution | Encoder | Kernel | 3 × 3 | 4 × 4 | 4 × 4 | 4 × 4 | 4 × 4 | 4 × 4 | 4 × 4 | 4 × 4 | Stride | 1 × 1 | 2 × 2 | 2 × 2 | 2 × 2 | 2 × 2 | 2 × 2 | 2 × 2 | 2 × 2 | Channel | 16 | 32 | 64 | 128 | 256 | 256 | 512 | 512 |
| | Deconvolution | Decoder | Kernel | 4 × 4 | 4 × 4 | 4 × 4 | 4 × 4 | 4 × 4 | 4 × 4 | 4 × 4 | 3 × 3 | Stride | 2 × 2 | 2 × 2 | 2 × 2 | 2 × 2 | 2 × 2 | 2 × 2 | 2 × 2 | 1 × 1 | Channel | 512 | 512 | 256 | 256 | 128 | 64 | 32 | 3 |
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