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 1 在ModelNet40基准上测试的分类结果
Tab.1 Classification result on ModelNet40 benchmark
方法年份mAcc/%OA/%
PointNet[7]201786.289.2
PointNet++[8]201791.9
KPConv[18]201992.9
DGCNN[13]201990.292.9
PointASNL[11]202092.9
PointTransformer[31]202090.693.7
PointMixer[40]202191.493.6
CurveNet[41]202193.8
PointNeXT[42]202291.194.0
DGCNN+HyCoRe[43]202291.093.7
PointConT[44]202393.5
MKConv[45]202393.7
DNG-Net(本文方法)202491.394.1