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Two generic FCN architectures: DN and UN with three layer aggregation structures: (a) deep supervision (DS), (b) deeply supervised feature pyramid network (DS-FPN), and (c) deeply supervised iterative deep aggregation (DS-IDA). Intuitively, the box size is proportional to the spatial resolution and the box linewidth to the feature channel number.
