9_3

Fig.9-3 Architecture of the proposed model

The global low-resolution and patched high-resolution signed distance functions (SDFs) are fed to networks G0 and G1. The patched features (256 × 256) from G0 are merged with the down-sampled features (256 × 256) by G1 to predict the patched high-resolution flow field. Since the elementwise sum of the global features from G0 and the local features from G1 allows the propagation of the global information to G1, the predicted high-resolution flow fields maintain the consistency of the structures between the patches.

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