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LSANet: Feature Learning on Point Sets by Local Spatial Aware Layer

LSANet: Feature Learning on Point Sets by Local Spatial Aware Layer

14 May 2019
Lin-Zhuo Chen
Xuan-Yi Li
Deng-Ping Fan
Kai Wang
Shao-Ping Lu
Ming-Ming Cheng
    3DPC
ArXivPDFHTML

Papers citing "LSANet: Feature Learning on Point Sets by Local Spatial Aware Layer"

8 / 8 papers shown
Title
Window Normalization: Enhancing Point Cloud Understanding by Unifying
  Inconsistent Point Densities
Window Normalization: Enhancing Point Cloud Understanding by Unifying Inconsistent Point Densities
Qi Wang
Shengge Shi
Jiahui Li
Wuming Jiang
Xiangde Zhang
28
9
0
05 Dec 2022
Differentiable Convolution Search for Point Cloud Processing
Differentiable Convolution Search for Point Cloud Processing
Xing Nie
Yongcheng Liu
Shaohong Chen
Jianlong Chang
Chunlei Huo
Gaofeng Meng
Qi Tian
Weiming Hu
Chunhong Pan
3DPC
39
6
0
29 Aug 2021
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and
  Experimental Study
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study
Biao Gao
Yancheng Pan
Chengkun Li
Sibo Geng
Huijing Zhao
3DPC
21
25
0
08 Jun 2020
Spatial Information Guided Convolution for Real-Time RGBD Semantic
  Segmentation
Spatial Information Guided Convolution for Real-Time RGBD Semantic Segmentation
Lin-Zhuo Chen
Zheng Lin
Ziqin Wang
Yong-Liang Yang
Ming-Ming Cheng
3DPC
18
122
0
09 Apr 2020
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds
Qingyong Hu
Bo Yang
Linhai Xie
Stefano Rosa
Yulan Guo
Zhihua Wang
A. Trigoni
Andrew Markham
3DPC
24
1,473
0
25 Nov 2019
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional
  Filters
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters
Yifan Xu
Tianqi Fan
Mingye Xu
Long Zeng
Yu Qiao
3DV
3DPC
152
769
0
30 Mar 2018
Geometric deep learning on graphs and manifolds using mixture model CNNs
Geometric deep learning on graphs and manifolds using mixture model CNNs
Federico Monti
Davide Boscaini
Jonathan Masci
Emanuele Rodolà
Jan Svoboda
M. Bronstein
GNN
260
1,812
0
25 Nov 2016
Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient
  Convolutional Neural Networks
Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks
Martin Engelcke
Dushyant Rao
Dominic Zeng Wang
Chi Hay Tong
Ingmar Posner
3DPC
192
522
0
21 Sep 2016
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