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Wen-Zhi Han

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Conference Aug 2026

Prioritising geometric saliency: rethinking point sampling as a discriminative mechanism for 3D point cloud learning

Geometry-Aware Sampling is proposed, a parameter-free preprocessing module that explicitly models point importance through a two-tier geometric prior, offering a highly compatible and reproducible solution for efficient 3D vision pipelines.

Wen-Zhi Han, Ya-Meng Liu, Yiming Du et al. · 0 citations

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