3D Semantic Segmentation with Submanifold Sparse Convolutional Networks

28 November 2017

Benjamin Graham

Martin Engelcke

Laurens van der Maaten

3DPC

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Papers citing "3D Semantic Segmentation with Submanifold Sparse Convolutional Networks"

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AW-GATCN: Adaptive Weighted Graph Attention Convolutional Network for Event Camera Data Joint Denoising and Object Recognition Haiyu Li Charith Abhayaratne 24 0 0 16 May 2025
Hierarchical Sparse Attention Framework for Computationally Efficient Classification of Biological Cells Elad Yoshai Dana Yagoda-Aharoni Eden Dotan N. Shaked 31 0 0 12 May 2025
MFSeg: Efficient Multi-frame 3D Semantic Segmentation Chengjie Huang Krzysztof Czarnecki 3DPC 51 0 0 07 May 2025
Pillar-Voxel Fusion Network for 3D Object Detection in Airborne Hyperspectral Point Clouds Yanze Jiang Yanfeng Gu Xian Li 3DPC 36 0 0 13 Apr 2025
Cross-Modal and Uncertainty-Aware Agglomeration for Open-Vocabulary 3D Scene Understanding Jinlong Li Cristiano Saltori Fabio Poiesi N. Sebe 267 0 0 20 Mar 2025
SUM Parts: Benchmarking Part-Level Semantic Segmentation of Urban Meshes Weixiao Gao Liangliang Nan H. Ledoux 3DV 3DPC 48 0 0 19 Mar 2025
Semantic-Supervised Spatial-Temporal Fusion for LiDAR-based 3D Object Detection Chaoqun Wang Xiaobin Hong Wenzhong Li Ruimao Zhang 3DPC 249 0 0 13 Mar 2025
JiSAM: Alleviate Labeling Burden and Corner Case Problems in Autonomous Driving via Minimal Real-World Data Runjian Chen Wenqi Shao Bo Zhang Shaoshuai Shi Li Jiang Ping Luo 58 0 0 11 Mar 2025
You Only Click Once: Single Point Weakly Supervised 3D Instance Segmentation for Autonomous Driving Guangfeng Jiang Jun Liu Yongxuan Lv Yongpeng Wu Xianfei Li Wenlong Liao Tao He Pai Peng 3DPC 57 0 0 27 Feb 2025
Occlusion-aware Text-Image-Point Cloud Pretraining for Open-World 3D Object Recognition Khanh Nguyen Ghulam Mubashar Hassan Ajmal Mian 3DPC 56 0 0 15 Feb 2025
A Novel Multi-Teacher Knowledge Distillation for Real-Time Object Detection using 4D Radar Seung-Hyun Song Dong-Hee Paek Minh-Quan Dao E. Malis Seung-Hyun Kong 64 0 0 10 Feb 2025
LeAP: Consistent multi-domain 3D labeling using Foundation Models Simon Gebraad Andras Palffy Holger Caesar 191 1 0 06 Feb 2025
Deep Learning on 3D Semantic Segmentation: A Detailed Review Thodoris Betsas Andreas Georgopoulos Anastasios Doulamis Pierre Grussenmeyer 3DV 3DPC 49 1 0 04 Nov 2024
Single Image, Any Face: Generalisable 3D Face Generation Wenqing Wang Haosen Yang Josef Kittler Xiatian Zhu 3DH 78 0 0 25 Sep 2024
QueryCAD: Grounded Question Answering for CAD Models Claudius Kienle Benjamin Alt Darko Katic Rainer Jäkel Jan Peters 41 2 0 13 Sep 2024
FSMDet: Vision-guided feature diffusion for fully sparse 3D detector Tianran Liu Morteza Mousa Pasandi R. Laganière DiffM MedIm 43 0 0 11 Sep 2024
EmbodiedSAM: Online Segment Any 3D Thing in Real Time Xiuwei Xu Huangxing Chen Linqing Zhao Ziwei Wang Jie Zhou Jiwen Lu 47 15 0 21 Aug 2024
OpenScan: A Benchmark for Generalized Open-Vocabulary 3D Scene Understanding Youjun Zhao Jiaying Lin Shuquan Ye Qianshi Pang Rynson W. H. Lau 64 1 0 20 Aug 2024
MILAN: Milli-Annotations for Lidar Semantic Segmentation Nermin Samet Gilles Puy Oriane Siméoni Renaud Marlet 3DPC 41 0 0 22 Jul 2024
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation Li Li Hubert P. H. Shum T. Breckon 3DPC 54 7 0 14 Jul 2024
An Economic Framework for 6-DoF Grasp Detection Xiao-Ming Wu Jia-Feng Cai Jian-Jian Jiang Dian Zheng Yi-Lin Wei Wei-Shi Zheng 53 13 0 11 Jul 2024
Point-SAM: Promptable 3D Segmentation Model for Point Clouds Yuchen Zhou Jiayuan Gu Tung Yen Chiang Fanbo Xiang Hao Su 53 17 0 25 Jun 2024
Instance Consistency Regularization for Semi-Supervised 3D Instance Segmentation Yizheng Wu Zhiyu Pan Kewei Wang Xingyi Li Jiahao Cui Liwen Xiao Guosheng Lin Zhiguo Cao ISeg 57 0 0 24 Jun 2024
Deep Learning-Based 3D Instance and Semantic Segmentation: A Review Siddiqui Muhammad Yasir Hyunsik Ahn 3DPC 50 5 0 19 Jun 2024
Graspness Discovery in Clutters for Fast and Accurate Grasp Detection Chenxi Wang Hao-Shu Fang Minghao Gou Hongjie Fang Jin Gao Cewu Lu 55 113 0 17 Jun 2024
Generalizable Human Gaussians from Single-View Image Jinnan Chen Chen Li Jianfeng Zhang Lingting Zhu Buzhen Huang Hanlin Chen G. Lee DiffM 3DGS 65 10 0 10 Jun 2024
TE-NeXt: A LiDAR-Based 3D Sparse Convolutional Network for Traversability Estimation Antonio Santo J. J. Cabrera David Valiente C. Viegas Arturo Gil 3DPC 3DV 50 1 0 03 Jun 2024
Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model Kuan-Chih Huang Xiangtai Li Lu Qi Shuicheng Yan Ming-Hsuan Yang LRM 76 10 0 27 May 2024
BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation Jiahao Lu Jiacheng Deng Tianzhu Zhang 65 6 0 22 Mar 2024
Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy Jiuming Liu Ruiji Yu Yian Wang Yu Zheng Tianchen Deng Weicai Ye Hesheng Wang 44 43 0 11 Mar 2024
Optimizing Sparse Convolution on GPUs with CUDA for 3D Point Cloud Processing in Embedded Systems Chester Luo Kevin Lai 3DPC 36 0 0 12 Feb 2024
VoxelNextFusion: A Simple, Unified and Effective Voxel Fusion Framework for Multi-Modal 3D Object Detection Ziying Song Guoxin Zhang Jun Xie Lin Liu Caiyan Jia Shaoqing Xu Zhepeng Wang 3DPC 47 19 0 05 Jan 2024
Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical Representation Sangyun Shin Kaichen Zhou M. Vankadari Andrew Markham Niki Trigoni 3DPC 38 8 0 18 Dec 2023
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance P. Nguyen T.D. Ngo E. Kalogerakis Chuang Gan Anh Tran Cuong Pham Khoi Duc Minh Nguyen ISeg 43 51 0 17 Dec 2023
VoxelKP: A Voxel-based Network Architecture for Human Keypoint Estimation in LiDAR Data Jian Shi Peter Wonka 3DPC 46 0 0 11 Dec 2023
A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors Kangcheng Liu 3DPC 24 0 0 03 Dec 2023
Test-Time Augmentation for 3D Point Cloud Classification and Segmentation Tuan-Anh Vu Srinjay Sarkar Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 42 1 0 22 Nov 2023
U3DS $^3$ : Unsupervised 3D Semantic Scene Segmentation Jiaxu Liu Zhengdi Yu T. Breckon Hubert P. H. Shum 3DPC 21 7 0 10 Nov 2023
CityRefer: Geography-aware 3D Visual Grounding Dataset on City-scale Point Cloud Data Taiki Miyanishi Fumiya Kitamori Shuhei Kurita Jungdae Lee M. Kawanabe Nakamasa Inoue AI4TS 3DPC 17 6 0 28 Oct 2023
PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm Haoyi Zhu Honghui Yang Xiaoyang Wu Di Huang Sha Zhang ... Hengshuang Zhao Chunhua Shen Yu Qiao Tong He Wanli Ouyang SSL 77 43 0 12 Oct 2023
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation Haibo Qiu Baosheng Yu Yixin Chen Dacheng Tao 3DPC 34 1 0 11 Oct 2023
Point Neighborhood Embeddings Pedro Hermosilla 3DPC 32 0 0 03 Oct 2023
SupFusion: Supervised LiDAR-Camera Fusion for 3D Object Detection Yiran Qin Chaoqun Wang Zijian Kang Ningning Ma Zhen Li Ruimao Zhang 3DPC 45 10 0 13 Sep 2023
$360$^\circ$ from a Single Camera: A Few-Shot Approach for LiDAR Segmentation$ 360 $^\circ$ from a Single Camera: A Few-Shot Approach for LiDAR Segmentation Laurenz Reichardt Nikolas Ebert Oliver Wasenmüller 3DPC 56 10 0 12 Sep 2023
PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy Prediction Si Zuo Wenzhao Zheng Yuan-Ko Huang Jie Zhou Jiwen Lu 3DPC 46 39 0 31 Aug 2023
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation Cristiano Saltori Fabio Galasso G. Fiameni N. Sebe Fabio Poiesi Elisa Ricci 3DPC 39 19 0 28 Aug 2023
Graph-based Asynchronous Event Processing for Rapid Object Recognition Yijin Li Han Zhou Bangbang Yang Yexin Zhang Zhaopeng Cui Hujun Bao Guofeng Zhang 46 95 0 28 Aug 2023
UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation Haiyang Wang Hao Tang Shaoshuai Shi Aoxue Li Zhenguo Li Bernt Schiele Liwei Wang ViT 47 56 0 15 Aug 2023
Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation Yiyang Chen Shanshan Zhao Changxing Ding Liyao Tang Chaoyue Wang Dacheng Tao 3DPC 31 2 0 05 Aug 2023
Weakly Supervised 3D Instance Segmentation without Instance-level Annotations S. Dong Guosheng Lin ISeg 3DV 40 4 0 03 Aug 2023