Abstract: Point cloud video modeling not only has to address the natural irregularity of point clouds, but also the challenge of capturing spatial and temporal representation simultaneously. Current ...

Abstract: To address the limitations of insufficient geometric modeling and inadequate context fusion in indoor point cloud semantic segmentation, we propose Geometric-Relational Context Aggregation ...

* Encode the packet into {@code buf}. * In Forge 1.20.1, all packets implement {@code Packet#write(FriendlyByteBuf)}. * We simply delegate to that.

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PointCloudNet is a PointNet-inspired classifier for 3D point cloud classification on the ModelNet10 dataset (10 categories, 4899 meshes). The model achieves ~97% validation accuracy using a custom ...

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Troy Segal is an editor and writer. She has 20+ years of experience covering personal finance, wealth management, and business news. Andy Smith is a Certified Financial Planner (CFP®), licensed ...