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[论文解读+复现] PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
时间 2020-12-23
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点云论文阅读笔记
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一、摘要 本文提出了一种结构简单的物体检测与点云分割、语义分析的深度学习网络,网络具有置换不变性,文章最后对网络的鲁棒性做出了解释。 二、介绍 典型卷积网络需要规则的输入,例如像素和体素,目的是可以共享权重参数(weight),一些研究学者会将点云转化为体素或者图像集再传入神经网络,
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