Author

Bingchen Du

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Open access Aug 2026

DCA-Net: Dilated Context Attention Network for MLS Point Cloud Semantic Segmentation

The proposed Dilated Context Attention Network (DCA-Net), which consists of a dilated local geometric encoding module, a channel attention pooling module, and a category-boundary sampling strategy, alleviates boundary confusion in point cloud segmentation with long-tail categories.

Bingchen Du, Bozhao Li, Zhenkun Zhang et al. · Remote Sensing · 0 citations