TABLE I. Architecture Details of Proposed Anam-Net, Where
Is the Minibatch Size and the Flow of the Architecture Is From Left to Right in Each Row (Top to Bottom for Successive step). The Schematic Was Provided in Fig. 2. The Architecture Details of Anamorphic Depth (AD) Block Are Given in Table II.
| Block | Input | Convolution | MaxPool | AD Block | Convolution | MaxPool |
| Size | (N, 1, 512, 512) | (N, 64, 512, 512) | (N, 64, 256, 256) | (N, 64, 256, 256) | (N, 128, 256, 256) | (N, 128, 128, 128) |
| Block | AD Block | Convolution | MaxPool | AD Block | Convolution | MaxPool |
| Size | (N, 128, 128, 128) | (N, 256, 128, 128) | (N, 256, 64, 64) | (N, 256, 64, 64) | (N, 256, 64, 64) | (N, 256, 32, 32) |
| Block | Trans Conv | AD Block | Concat | Convolution | Trans Conv | AD Block |
| Size | (N, 256, 64, 64) | (N, 256, 64, 64) | (N, 512, 64, 64) | (N, 256, 64, 64) | (N, 256, 128, 128) | (N, 256, 128, 128) |
| Block | Concat | Convolution | Trans Conv | AD Block | Concat | Convolution |
| size | (N, 512, 128, 128) | (N, 256, 128, 128) | (N, 128, 256, 256) | (N, 128, 256, 256) | (N, 256, 256, 256) | (N, 128, 256, 256) |
| Block | Trans Conv | Concat | Convolution | Output | ||
| Size | (N, 64, 512, 512) | (N, 128, 512, 512) | (N, 64, 512, 512) | (N, 3, 512, 512) | ||