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Multi Task Spatiotemporal Neural Networks for Structured Surface Reconstruction

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Figure

Figure 1. Illustration of our task. A ground-penetrating radar sys-tem flies over a polar ice sheet, yielding a sequence of 2D tomo-graphic slices (e.g
Figure 2. Architecture of our model for predicting multiple ice layers in tomographic images
Figure 3 illustrates details of our C3D architecture,which is based on Tran et al. [31] but with several impor-
Figure 5. Visualization of sample tomographic images with height H and width W. The first row shows the ice-air (red) and ice-bed(green) layers labeled by human annotator, while the second row shows the predicted layers by our model
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