面向点云理解的双邻域图卷积方法
李宗民,徐畅,白云,鲜世洋,戎光彩

Dual-neighborhood graph convolution method for point cloud understanding
Zongmin LI,Chang XU,Yun BAI,Shiyang XIAN,Guangcai RONG
表 11 在ModelNet40上的复杂度分析
Tab.11 Complexity analysis on ModelNet40
模型FLOPs/109P/106OA/%
PointNet[7]0.53.589.2
PointNet++[8]4.11.891.9
DGCNN[13]3.02.692.9
PointTransformer[31]18.49.693.7
CurveNet[41]0.32.193.8
PointMixer[40]6.593.6
PointNeXT[42]6.54.594.0
PointMLP[46]15.713.294.1
DNG-Net(本文方法)1.924.994.1