Abstract: Highlights•Point-offset mechanism is proposed for feature fusion within the feature map.•Proposed an efficient intuitive attention mechanism.•Using the multi-head intuitive attention achieved cross layer feature exchange.•Proposed an end-to-end airborne point cloud segmentation network.
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