Research Article
Monocular VO Based on Deep Siamese Convolutional Neural Network
Table 1
Configuration of the CNN in DSCNN.
| | Layer | Tensor size | Kernel size | Padding | Stride |
| | Input | | — | — | — | | Conv1 | | | 3 | 2 | | Conv2 | | | 2 | 2 | | Conv3 | | | 2 | 2 | | Conv3_1 | | | 1 | 1 | | Conv4 | | | 1 | 2 | | Conv4_1 | | | 1 | 1 | | Conv5 | | | 1 | 2 | | Conv5_1 | | | 1 | 1 | | Conv6 | | | 1 | 2 | | Conv6_1 | | | 1 | 1 | | Max-pooling | | | 0 | 2 |
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