Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

27 November 2017

Loic Landrieu

Papers citing "Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs"

50 / 488 papers shown

Title
Prediction of Deep Ice Layer Thickness Using Adaptive Recurrent Graph Neural Networks Benjamin Zalatan Maryam Rahnemoonfar AI4CE 32 4 0 22 Jun 2023
Geometric Pooling: maintaining more useful information Hao Xu Jia Liu Yang Shen Kenan Lou Yanxia Bao Ruihua Zhang Shuyue Zhou Hongsen Zhao Shuai Wang 27 0 0 21 Jun 2023
Masked Contrastive Graph Representation Learning for Age Estimation Yu-Wen Shou Xiangyong Cao Deyu Meng CVBM 22 44 0 16 Jun 2023
Efficient 3D Semantic Segmentation with Superpoint Transformer Damien Robert Hugo Raguet Loic Landrieu ViT 19 45 0 13 Jun 2023
Collect-and-Distribute Transformer for 3D Point Cloud Analysis Haibo Qiu Baosheng Yu Dacheng Tao 3DPC ViT 22 6 0 02 Jun 2023
Dynamic Clustering Transformer Network for Point Cloud Segmentation Dening Lu Jun Zhou K. Gao Dilong Li Jing Du Linlin Xu Jonathan Li 3DPC 22 5 0 30 May 2023
Semantic segmentation of sparse irregular point clouds for leaf/wood discrimination Yuchen Bai Jean-Baptiste Durand Grégoire Laurent Vincent F. Forbes 3DPC 19 7 0 26 May 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 21 12 0 25 May 2023
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation Wei Zhou Qian Wang Weiwei Jin X. Shi Yong Yu ViT 3DPC 21 5 0 24 May 2023
Prototype Adaption and Projection for Few- and Zero-shot 3D Point Cloud Semantic Segmentation Shuting He Xudong Jiang Wei Jiang Henghui Ding 3DPC 19 33 0 23 May 2023
Hierarchical Adaptive Voxel-guided Sampling for Real-time Applications in Large-scale Point Clouds Ju Ouyang Xiao Liu Haoyao Chen 3DPC 24 2 0 23 May 2023
Weakly Supervised 3D Open-vocabulary Segmentation Kunhao Liu Fangneng Zhan Jiahui Zhang Muyu Xu Yingchen Yu Abdulmotaleb El Saddik Christian Theobalt Eric P. Xing Shijian Lu 22 66 0 23 May 2023
Multi-Echo Denoising in Adverse Weather Alvari Seppänen Risto Ojala Kari Tammi 27 3 0 23 May 2023
Towards Understanding the Generalization of Graph Neural Networks Huayi Tang Y. Liu GNN AI4CE 32 29 0 14 May 2023
VTPNet for 3D deep learning on point cloud Wei Zhou Weiwei Jin Qian Wang Yifan Wang Dekui Wang Xingxing Hao Yong Yu 3DPC ViT 14 0 0 10 May 2023
D-Net: Learning for Distinctive Point Clouds by Self-Attentive Point Searching and Learnable Feature Fusion Xinhai Liu Zhizhong Han S. Lee Yannan Cao Yu-Shen Liu 3DPC 18 1 0 10 May 2023
A Review of Panoptic Segmentation for Mobile Mapping Point Clouds Binbin Xiang Yuanwen Yue T. Peters Konrad Schindler 3DPC 9 7 0 27 Apr 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 39 132 0 19 Apr 2023
PointDC:Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-modal Distillation and Super-Voxel Clustering Zisheng Chen Hongbin Xu Weitao Chen Zhipeng Zhou Haihong Xiao Baigui Sun Xuansong Xie Wenxiong Kang 3DPC 17 5 0 18 Apr 2023
Region-Enhanced Feature Learning for Scene Semantic Segmentation Xin Kang Chaoqun Wang Xuejin Chen 19 3 0 15 Apr 2023
Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework Ziyin Zeng Qingyong Hu Zhong Xie Jian Zhou Yongyang Xu 3DPC 27 9 0 03 Apr 2023
Robust Multiview Point Cloud Registration with Reliable Pose Graph Initialization and History Reweighting Haiping Wang Yuan-Bin Liu Zhen Dong Yulan Guo Yu-Shen Liu Wenping Wang Bisheng Yang 3DPC 34 22 0 02 Apr 2023
APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding Hengjia Li Tu Zheng Zhihao Chi Zheng Yang Wenxiao Wang Boxi Wu Binbin Lin Deng Cai 3DPC 38 1 0 31 Mar 2023
Local region-learning modules for point cloud classification Kaya Turgut H. Dutagaci 3DPC 19 3 0 30 Mar 2023
Medical Image Analysis using Deep Relational Learning Zhi-Hu Liu MedIm 17 0 0 28 Mar 2023
Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network Canyu Zhang Zhenyao Wu Xinyi Wu Ziyu Zhao Song Wang 3DPC ViT 16 14 0 28 Mar 2023
You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene Understanding Zhengzhe Liu Xiaojuan Qi Chi-Wing Fu 3DPC 25 0 0 26 Mar 2023
Label Name is Mantra: Unifying Point Cloud Segmentation across Heterogeneous Datasets Yixun Liang Hao He Shishi Xiao Hao Lu Yingke Chen 3DPC 23 3 0 19 Mar 2023
GeoSpark: Sparking up Point Cloud Segmentation with Geometry Clue Zhening Huang Xiaoyang Wu Hengshuang Zhao Lei Zhu Shujun Wang Georgios M. Hadjidemetriou I. Brilakis 16 1 0 14 Mar 2023
Parametric Surface Constrained Upsampler Network for Point Cloud Pingping Cai Zhenyao Wu Xinyi Wu Song Wang 3DPC 30 5 0 14 Mar 2023
Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis Renrui Zhang Liuhui Wang Ziyu Guo Yali Wang Peng Gao Hongsheng Li Jianbo Shi 3DPC 24 51 0 14 Mar 2023
ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution T.D. Ngo Binh-Son Hua Khoi Duc Minh Nguyen 3DPC ISeg 15 43 0 01 Mar 2023
Semantic Segmentation of Urban Textured Meshes Through Point Sampling Grégoire Grzeczkowicz Bruno Vallet 3DPC 15 5 0 21 Feb 2023
Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants H. Dutagaci 3DPC 19 1 0 07 Feb 2023
Recurrent Graph Convolutional Networks for Spatiotemporal Prediction of Snow Accumulation Using Airborne Radar Benjamin Zalatan Maryam Rahnemoonfar 13 4 0 02 Feb 2023
Human Vision Based 3D Point Cloud Semantic Segmentation of Large-Scale Outdoor Scene Sunghwan Yoo Yeonjeong Jeong M. Jameela Gunho Sohn 3DPC 4 8 0 30 Jan 2023
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation Elena Camuffo Umberto Michieli Simone Milani 3DPC 22 4 0 26 Jan 2023
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving Angelika Ando Spyros Gidaris Andrei Bursuc Gilles Puy Alexandre Boulch Renaud Marlet ViT 3DPC 10 71 0 24 Jan 2023
Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation Gilles Puy Alexandre Boulch Renaud Marlet 3DPC 21 36 0 24 Jan 2023
Joint Representation Learning for Text and 3D Point Cloud Rui Huang Xuran Pan Henry Zheng Haojun Jiang Zhifeng Xie S. Song Gao Huang 17 19 0 18 Jan 2023
Long Range Pooling for 3D Large-Scale Scene Understanding Xiang-Li Li Meng-Hao Guo Tai-Jiang Mu Ralph Robert Martin Shiyong Hu 3DV 3DPC 19 2 0 17 Jan 2023
SAT: Size-Aware Transformer for 3D Point Cloud Semantic Segmentation Junjie Zhou Yongping Xiong C. Chiu Fangyu Liu Xiangyang Gong 3DPC ViT 28 6 0 17 Jan 2023
Dynamic Local Feature Aggregation for Learning on Point Clouds Zihao Li Pan Gao Hui Yuan Ran Wei 3DPC 19 3 0 07 Jan 2023
Hierarchical Point Attention for Indoor 3D Object Detection Manli Shu Le Xue Ning Yu Roberto Martín-Martín Caiming Xiong Tom Goldstein Juan Carlos Niebles Ran Xu 3DPC 37 1 0 06 Jan 2023
MVTN: Learning Multi-View Transformations for 3D Understanding Abdullah Hamdi Faisal AlZahrani Silvio Giancola Bernard Ghanem 3DPC 3DV 28 6 0 27 Dec 2022
Push-the-Boundary: Boundary-aware Feature Propagation for Semantic Segmentation of 3D Point Clouds Shenglan Du Nail Ibrahimli J. Stoter Julian F. P. Kooij Liangliang Nan 3DPC 21 4 0 23 Dec 2022
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency Mingye Xu Mutian Xu Tong He Wanli Ouyang Yali Wang Xiaoguang Han Yu Qiao 24 10 0 20 Dec 2022
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis Qijian Zhang Junhui Hou Y. Qian Yiming Zeng Juyong Zhang Ying He 3DPC 32 24 0 17 Dec 2022
Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic Segmentation Chaolong Yang Yuyao Yan Weiguang Zhao Jianan Ye Xi Yang Amir Hussain Kaizhu Huang 3DPC 17 2 0 13 Dec 2022
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud Yachao Zhang Zhonghao Li Yuan Xie Yanyun Qu Cuihua Li Tao Mei 3DPC 19 94 0 09 Dec 2022