v1v2 (latest)

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 / 514 papers shown

Title
Local region-learning modules for point cloud classificationMachine Vision and Applications (MVA), 2023 Kaya Turgut H. Dutagaci 3DPC 202 3 0 30 Mar 2023
Medical Image Analysis using Deep Relational Learning Zhi-Hu Liu MedIm 142 0 0 28 Mar 2023
Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer NetworkAAAI Conference on Artificial Intelligence (AAAI), 2023 Canyu Zhang Zhenyao Wu Xinyi Wu Ziyu Zhao Song Wang 3DPC ViT 160 23 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 205 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 92 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 229 1 0 14 Mar 2023
Parametric Surface Constrained Upsampler Network for Point CloudAAAI Conference on Artificial Intelligence (AAAI), 2023 Pingping Cai Zhenyao Wu Xinyi Wu Song Wang 3DPC 261 8 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 Shiyang Feng Jiaming Song Jianbo Shi 3DPC 196 78 0 14 Mar 2023
ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic ConvolutionComputer Vision and Pattern Recognition (CVPR), 2023 T.D. Ngo Binh-Son Hua Khoi Duc Minh Nguyen 3DPC ISeg 246 71 0 01 Mar 2023
Semantic Segmentation of Urban Textured Meshes Through Point SamplingISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2022 Grégoire Grzeczkowicz Bruno Vallet 3DPC 131 6 0 21 Feb 2023
Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants H. Dutagaci 3DPC 86 6 0 07 Feb 2023
Recurrent Graph Convolutional Networks for Spatiotemporal Prediction of Snow Accumulation Using Airborne Radar Benjamin Zalatan Maryam Rahnemoonfar 102 12 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 295 18 0 30 Jan 2023
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic SegmentationIEEE transactions on multimedia (IEEE TMM), 2023 Elena Camuffo Umberto Michieli Simone Milani 3DPC 197 7 0 26 Jan 2023
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous DrivingComputer Vision and Pattern Recognition (CVPR), 2023 Angelika Ando Spyros Gidaris Andrei Bursuc Gilles Puy Alexandre Boulch Renaud Marlet ViT 3DPC 187 107 0 24 Jan 2023
Using a Waffle Iron for Automotive Point Cloud Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Gilles Puy Alexandre Boulch Renaud Marlet 3DPC 297 49 0 24 Jan 2023
Joint Representation Learning for Text and 3D Point CloudPattern Recognition (Pattern Recogn.), 2023 Rui Huang Xuran Pan Henry Zheng Haojun Jiang Zhifeng Xie Qing Xiao Gao Huang 238 26 0 18 Jan 2023
Long Range Pooling for 3D Large-Scale Scene UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Xiang-Li Li Meng-Hao Guo Tai-Jiang Mu Ralph Robert Martin Shiyong Hu 3DV 3DPC 153 3 0 17 Jan 2023
SAT: Size-Aware Transformer for 3D Point Cloud Semantic Segmentation Yueze Wang Yongping Xiong C. Chiu Fangyu Liu Xiangyang Gong 3DPC ViT 180 14 0 17 Jan 2023
Dynamic Local Feature Aggregation for Learning on Point CloudsSocial Science Research Network (SSRN), 2023 Zihao Li Pan Gao Hui Yuan Ran Wei 3DPC 231 3 0 07 Jan 2023
Hierarchical Point Attention for Indoor 3D Object DetectionIEEE International Conference on Robotics and Automation (ICRA), 2023 Manli Shu Le Xue Ning Yu Roberto Martín-Martín Caiming Xiong Tom Goldstein Juan Carlos Niebles Ran Xu 3DPC 319 2 0 06 Jan 2023
MVTN: Learning Multi-View Transformations for 3D UnderstandingInternational Journal of Computer Vision (IJCV), 2022 Abdullah Hamdi Faisal AlZahrani Silvio Giancola Guohao Li 3DV 3DPC 325 8 0 27 Dec 2022
Push-the-Boundary: Boundary-aware Feature Propagation for Semantic Segmentation of 3D Point CloudsInternational Conference on 3D Vision (3DV), 2022 Shenglan Du Nail Ibrahimli J. Stoter Julian F. P. Kooij Liangliang Nan 3DPC 142 6 0 23 Dec 2022
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled ConsistencyComputer Vision and Pattern Recognition (CVPR), 2022 Mingye Xu Mutian Xu Tong He Wanli Ouyang Yali Wang Xiaoguang Han Yu Qiao 174 13 0 20 Dec 2022
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud AnalysisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Qijian Zhang Xianqiang Lyu Y. Qian Yiming Zeng Juyong Zhang Ying He 3DPC 250 41 0 17 Dec 2022
Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic SegmentationSocial Science Research Network (SSRN), 2022 Chaolong Yang Yuyao Yan Weiguang Zhao Jianan Ye Xi Yang Amir Hussain Kaizhu Huang 3DPC 159 3 0 13 Dec 2022
Weakly Supervised Semantic Segmentation for Large-Scale Point CloudAAAI Conference on Artificial Intelligence (AAAI), 2021 Yachao Zhang Zhonghao Li Yuan Xie Yanyun Qu Cuihua Li Tao Mei 3DPC 143 111 0 09 Dec 2022
Gaussian Radar Transformer for Semantic Segmentation in Noisy Radar DataIEEE Robotics and Automation Letters (RA-L), 2022 Matthias Zeller Jens Behley Michael Heidingsfeld C. Stachniss 223 31 0 07 Dec 2022
Robust Point Cloud Segmentation with Noisy AnnotationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Shuquan Ye Dongdong Chen Songfang Han Jing Liao 3DPC 134 15 0 06 Dec 2022
PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Minghua Liu Yinhao Zhu H. Cai Shizhong Han Z. Ling Fatih Porikli Hao Su 3DPC 281 112 0 03 Dec 2022
3D Segmentation of Humans in Point Clouds with Synthetic DataIEEE International Conference on Computer Vision (ICCV), 2022 Ayca Takmaz Jonas Schult Irem Kaftan Mertcan Akccay Bastian Leibe R. Sumner Francis Engelmann Siyu Tang 3DH 310 29 0 01 Dec 2022
Effective Utilisation of Multiple Open-Source Datasets to Improve Generalisation Performance of Point Cloud Segmentation ModelsInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2022 Matthew Howe Boris Repasky Timothy Payne 3DPC 150 0 0 29 Nov 2022
Superpoint Transformer for 3D Scene Instance SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2022 Jiahao Sun Chunmei Qing Junpeng Tan Xiangmin Xu 3DPC 186 150 0 28 Nov 2022
Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis Shanshan Zhao Biwei Huang Xi Li Dacheng Tao 3DPC 240 0 0 20 Nov 2022
ImLiDAR: Cross-Sensor Dynamic Message Propagation Network for 3D Object DetectionIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Yiyang Shen Rongwei Yu Peng Wu H. Xie Lina Gong J. Qin Mingqiang Wei 3DPC 229 7 0 17 Nov 2022
PointInverter: Point Cloud Reconstruction and Editing via a Generative Model with Shape PriorsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Jaeyeon Kim Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC 177 9 0 16 Nov 2022
Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point CloudsGraphical Models (GM), 2022 Zhuheng Lu Yuewei Dai Weiqing Li Zhiyong Su 3DPC 171 4 0 02 Nov 2022
Hypergraph Convolutional Network based Weakly Supervised Point Cloud Semantic Segmentation with Scene-Level AnnotationsNeurocomputing (Neurocomputing), 2022 Zhuheng Lu Peng Zhang Yuewei Dai Weiqing Li Zhiyong Su 3DPC 149 4 0 02 Nov 2022
Efficient Graph Neural Network Inference at Large Scale Xin-pu Gao Wentao Zhang Yingxia Shao Quoc Viet Hung Nguyen Tengjiao Wang Hongzhi Yin AI4CE GNN 206 8 0 01 Nov 2022
Object Segmentation of Cluttered Airborne LiDAR Point CloudsInternational Conference of the Catalan Association for Artificial Intelligence (ACIA), 2022 Mariona Carós Ariadna Just Santi Seguí Jordi Vitrià 3DPC 146 4 0 28 Oct 2022
Vetaverse: A Survey on the Intersection of Metaverse, Vehicles, and Transportation Systems Pengyuan Zhou Jinjing Zhu Yiting Wang Yunfan Lu Zixiang Wei ... A. Alhilal Lik-Hang Lee Tristan Braud Pan Hui Lin Wang 185 17 0 27 Oct 2022
BoundED: Neural Boundary and Edge Detection in 3D Point Clouds via Local Neighborhood StatisticsIsprs Journal of Photogrammetry and Remote Sensing (JIPRS), 2022 Lukas Bode Michael Weinmann Reinhard Klein University of Bonn 3DPC 172 12 0 24 Oct 2022
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers Zhuo Huang Zhiyou Zhao Banghuai Li Jungong Han 3DPC ViT 219 73 0 23 Oct 2022
3D Scalable Quantum Convolutional Neural Networks for Point Cloud Data Processing in Classification Applications Hankyul Baek Won Joon Yun Joongheon Kim 3DPC 192 7 0 18 Oct 2022
Instance Segmentation with Cross-Modal ConsistencyIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 A. Z. Zhu Vincent Casser R. Mahjourian Henrik Kretzschmar Soren Pirk ISeg 176 1 0 14 Oct 2022
LESS: Label-Efficient Semantic Segmentation for LiDAR Point CloudsEuropean Conference on Computer Vision (ECCV), 2022 Minghua Liu Yin Zhou C. Qi Boqing Gong Hao Su Drago Anguelov 3DPC 179 61 0 14 Oct 2022
LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLADExpert systems with applications (ESWA), 2022 Ziyin Zeng Yongyang Xu Zhong Xie Wei Tang Jie Wan Weichao Wu 3DPC 233 29 0 12 Oct 2022
Point Transformer V2: Grouped Vector Attention and Partition-based PoolingNeural Information Processing Systems (NeurIPS), 2022 Xiaoyang Wu Yixing Lao Li Jiang Xihui Liu Hengshuang Zhao 3DPC ViT 396 594 0 11 Oct 2022
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance SegmentationAsian Conference on Computer Vision (ACCV), 2022 Ling-Yu Tang Le Hui Jin Xie 3DPC 185 17 0 11 Oct 2022
Learning the Network of Graphs for Graph Neural Networks Yixiang Shan Jielong Yang Xing Liu Yixing Gao Hechang Chen Shiwei Gan 148 0 0 08 Oct 2022