Review: deep learning on 3D point clouds

17 January 2020

Saifullahi Aminu Bello

Papers citing "Review: deep learning on 3D point clouds"

20 / 20 papers shown

Title
Deep Learning on 3D Semantic Segmentation: A Detailed Review Thodoris Betsas Andreas Georgopoulos Anastasios Doulamis Pierre Grussenmeyer 3DV 3DPC 33 1 0 04 Nov 2024
Deep Learning-Based 3D Instance and Semantic Segmentation: A Review Siddiqui Muhammad Yasir Hyunsik Ahn 3DPC 46 5 0 19 Jun 2024
Weakly Supervised 3D Instance Segmentation without Instance-level Annotations S. Dong Guosheng Lin ISeg 3DV 33 4 0 03 Aug 2023
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud Segmentation A. Kuriyal Vaibhav Kumar B. Lohani 3DPC 21 1 0 27 Jul 2023
A Review of Panoptic Segmentation for Mobile Mapping Point Clouds Binbin Xiang Yuanwen Yue T. Peters Konrad Schindler 3DPC 22 7 0 27 Apr 2023
Local region-learning modules for point cloud classification Kaya Turgut H. Dutagaci 3DPC 19 3 0 30 Mar 2023
Learning task-specific features for 3D pointcloud graph creation Elias Abad Rocamora Javier Ruiz-Hidalgo 3DPC 12 0 0 02 Sep 2022
PointNorm: Dual Normalization is All You Need for Point Cloud Analysis Shen Zheng Jinqian Pan Chang-Tien Lu Gaurav Gupta 3DPC 40 7 0 13 Jul 2022
Survey and Systematization of 3D Object Detection Models and Methods Moritz Drobnitzky J. Friederich Bernhard Egger Patrick Zschech 3DPC 29 11 0 23 Jan 2022
Paris-CARLA-3D: A Real and Synthetic Outdoor Point Cloud Dataset for Challenging Tasks in 3D Mapping Jean-Emmanuel Deschaud D. Duque Jean Pierre Richa Santiago Velasco-Forero B. Marcotegui and Franccois Goulette 3DV 3DPC 23 52 0 22 Nov 2021
Angle Based Feature Learning in GNN for 3D Object Detection using Point Cloud Md Afzal Ansari M. Meraz P. Chakraborty M. Javed 3DPC 15 3 0 02 Aug 2021
A Survey on Deep Domain Adaptation for LiDAR Perception Larissa T. Triess M. Dreissig Christoph B. Rist J. Marius Zöllner 39 66 0 04 Jun 2021
Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial Photogrammetric 3D Pointcloud Dataset G. Can Dario Mantegazza Gabriele Abbate S. Chappuis Alessandro Giusti 3DPC 19 47 0 23 Dec 2020
Deep Continuous Fusion for Multi-Sensor 3D Object Detection Ming Liang Binh Yang Shenlong Wang R. Urtasun 3DPC 208 840 0 20 Dec 2020
KAPLAN: A 3D Point Descriptor for Shape Completion Audrey Richard Ian Cherabier Martin R. Oswald Marc Pollefeys Konrad Schindler 3DPC 24 9 0 31 Jul 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 49 83 0 10 Jun 2020
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 19 25 0 08 Jun 2020
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing Yongcheng Liu Bin Fan Gaofeng Meng Jiwen Lu Shiming Xiang Chunhong Pan 3DPC 122 270 0 09 Sep 2019
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
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