The dark blue points represent the convolution kernel, and the light blue area is the receptive field. FIGURE 4. Schematic diagram of the receptive field of the dilated block. The numbers ... The loss ...

In this work, we proposed a U-shaped Fourier-deformable convolution network (FDNet ... we introduced a topology-oriented loss function based on the Hausdorff distance (HD) on the persistence diagram ...