Official repository for paper "Attention-based Point Cloud Edge Sampling" (APES), Highlight@CVPR 2023 - JunweiZheng93/APES.
Feb 28, 2023 · This paper proposes a non-generative Attention-based Point cloud Edge Sampling method (APES), which captures salient points in the point cloud outline.
A point cloud edge sampling method termed APES that combines neural network-based learning and mathemat- ical statistics-based direct point selecting. • Two ...
A point cloud edge sampling method termed APES that combines neural network-based learning and mathemat- ical statistics-based direct point selecting. • Two ...
This paper proposes a non-generative Attention-based Point cloud Edge Sampling method (APES), which captures salient points in the point cloud outline.
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What is edge sampling?
We propose an attention-based point cloud edge sampling (APES) method, which uses the attention mechanism to compute correlation maps and sample edge points ...
Experimental results show that better performances are achieved with our sampling method due to the important outline information it learned. Show more.
This paper proposes a non-generative Attention-based Point cloud Edge Sampling method (APES), which captures salient points in the point cloud outline.
This paper proposes a non-generative Attention-based Point cloud Edge Sampling method (APES), which captures salient points in the point cloud outline, ...
In this study, we propose a novel attention-based end-to-end point cloud downsampling classification method, termed as PointAS.