Robust Probabilistic Occupancy Grid Estimation from Positive and Negative Distance Fields

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OctNetFusion: Learning Depth Fusion from Data (2017, background): “This input representation is simple and preserves distances, but it does not encode uncertainty and thus makes it harder to resolve conﬂicts.”