Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds

4 June 2019

Papers citing "Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds"

45 / 45 papers shown

Title
Cues3D: Unleashing the Power of Sole NeRF for Consistent and Unique Instances in Open-Vocabulary 3D Panoptic Segmentation Feng Xue Wenzhuang Xu Guofeng Zhong Anlong Minga N. Sebe 65 0 0 01 May 2025
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 29 0 0 24 Jun 2024
Deep Learning-Based 3D Instance and Semantic Segmentation: A Review Siddiqui Muhammad Yasir Hyunsik Ahn 3DPC 25 5 0 19 Jun 2024
Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation Mohamed El Amine Boudjoghra Angela Dai Jean Lahoud Hisham Cholakkal Rao Muhammad Anwer Salman Khan F. Khan VLM ISeg 73 6 0 04 Jun 2024
PartSTAD: 2D-to-3D Part Segmentation Task Adaptation Hyunjin Kim Minhyuk Sung 43 8 0 11 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 23 8 0 18 Dec 2023
Uni3DL: Unified Model for 3D and Language Understanding Xiang Li Jian Ding Zhaoyang Chen Mohamed Elhoseiny 26 3 0 05 Dec 2023
Weakly Supervised 3D Instance Segmentation without Instance-level Annotations S. Dong Guosheng Lin ISeg 3DV 20 4 0 03 Aug 2023
PSGformer: Enhancing 3D Point Cloud Instance Segmentation via Precise Semantic Guidance Lei Pan Wuyang Luan Yuan Zheng Qiankun Fu Junhui Li 3DPC 22 0 0 15 Jul 2023
MaskBEV: Joint Object Detection and Footprint Completion for Bird's-eye View 3D Point Clouds William Guimont-Martin Jean-Michel Fortin François Pomerleau Philippe Giguère 3DPC 12 1 0 04 Jul 2023
AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation Yuanwen Yue Sabarinath Mahadevan Jonas Schult Francis Engelmann Bastian Leibe Konrad Schindler Theodora Kontogianni 3DPC 35 27 0 01 Jun 2023
Interactive Segment Anything NeRF with Feature Imitation Xiaokang Chen Jiaxiang Tang Diwen Wan Jingbo Wang Gang Zeng 29 22 0 25 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
RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding Jihan Yang Runyu Ding Weipeng Deng Zhe Wang Xiaojuan Qi 10 61 0 03 Apr 2023
EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision Jiahui Lei Congyue Deng Karl Schmeckpeper Leonidas J. Guibas Kostas Daniilidis 3DPC 14 21 0 27 Mar 2023
UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes Dávid Rozenberszki Or Litany Angela Dai 3DPC ISeg 27 23 0 25 Mar 2023
Top-Down Beats Bottom-Up in 3D Instance Segmentation Maksim Kolodiazhnyi Anna Vorontsova Anton Konushin D. Rukhovich 3DPC 32 22 0 06 Feb 2023
Joint Representation Learning for Text and 3D Point Cloud Rui Huang Xuran Pan Henry Zheng Haojun Jiang Zhifeng Xie S. Song Gao Huang 13 19 0 18 Jan 2023
Superpoint Transformer for 3D Scene Instance Segmentation Jiahao Sun Chunmei Qing Junpeng Tan Xiangmin Xu 3DPC 34 103 0 28 Nov 2022
3D-QueryIS: A Query-based Framework for 3D Instance Segmentation Jiaheng Liu Tong He Honghui Yang Rui Su Jiayi Tian Junran Wu Hongcheng Guo Ke Xu Wanli Ouyang ISeg 18 14 0 17 Nov 2022
Frame Mining: a Free Lunch for Learning Robotic Manipulation from 3D Point Clouds Minghua Liu Xuanlin Li Z. Ling Yangyan Li Hao Su 29 31 0 14 Oct 2022
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation Ling-Yu Tang Le Hui Jin Xie 3DPC 13 14 0 11 Oct 2022
CMR3D: Contextualized Multi-Stage Refinement for 3D Object Detection D. Gaddam Jean Lahoud F. Khan Rao Muhammad Anwer Hisham Cholakkal 3DPC 17 0 0 13 Sep 2022
Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization Weiguang Zhao Yuyao Yan Chaolong Yang Jianan Ye Xi Yang Kaizhu Huang 3DV 19 27 0 22 Jul 2022
NeuralBF: Neural Bilateral Filtering for Top-down Instance Segmentation on Point Clouds Weiwei Sun Daniel Rebain Renjie Liao V. Tankovich S. Yazdani K. M. Yi Andrea Tagliasacchi 3DPC 13 13 0 20 Jul 2022
3D Instances as 1D Kernels Yizhe Wu Min Shi Shuaiyuan Du Hao Lu Zhiguo Cao Weicai Zhong ISeg 3DPC 20 43 0 15 Jul 2022
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D Scans A. Notchenko Vladislav Ishimtsev Alexey Artemov V. Selyutin Emil Bogomolov Evgeny Burnaev 3DPC 3DV 17 3 0 06 Jun 2022
PointInst3D: Segmenting 3D Instances by Points Tong He Wei Yin Chunhua Shen A. Hengel 3DPC ISeg 27 19 0 25 Apr 2022
Interactive Object Segmentation in 3D Point Clouds Theodora Kontogianni Ekin Çelikkan Siyu Tang Konrad Schindler 3DPC 14 22 0 14 Apr 2022
Sparse Cross-scale Attention Network for Efficient LiDAR Panoptic Segmentation Shuangjie Xu Rui Wan Maosheng Ye Xiaoyi Zou Tongyi Cao 3DPC 16 32 0 16 Jan 2022
SensatUrban: Learning Semantics from Urban-Scale Photogrammetric Point Clouds Qingyong Hu Bo Yang Sheikh Khalid W. Xiao Niki Trigoni Andrew Markham 3DPC 19 85 0 12 Jan 2022
Point Cloud Instance Segmentation with Semi-supervised Bounding-Box Mining Yongbin Liao Hongyuan Zhu Yang-ting Zhang Chuangguan Ye Tao Chen Jiayuan Fan ISeg 3DPC 14 20 0 30 Nov 2021
Panoptic 3D Scene Reconstruction From a Single RGB Image Manuel Dahnert Ji Hou Matthias Nießner Angela Dai ISeg 11 65 0 03 Nov 2021
HCRF-Flow: Scene Flow from Point Clouds with Continuous High-order CRFs and Position-aware Flow Embedding Ruibo Li Guosheng Lin Tong He Fayao Liu Chunhua Shen 3DPC 33 56 0 17 May 2021
PointBA: Towards Backdoor Attacks in 3D Point Cloud Xinke Li Zhirui Chen Yue Zhao Zekun Tong Yabang Zhao A. Lim Joey Tianyi Zhou 3DPC AAML 60 51 0 30 Mar 2021
SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration Sheng Ao Qingyong Hu Bo Yang Andrew Markham Yulan Guo 3DPC OOD 25 271 0 24 Nov 2020
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution Haotian Tang Zhijian Liu Shengyu Zhao Yujun Lin Ji Lin Hanrui Wang Song Han 3DPC 16 629 0 31 Jul 2020
CenterNet3D: An Anchor Free Object Detector for Point Cloud Guojun Wang Jian Wu Bin Wang Siyu Teng Long Chen Dongpu Cao 3DPC 9 27 0 13 Jul 2020
Generative Sparse Detection Networks for 3D Single-shot Object Detection JunYoung Gwak Chris Choy Silvio Savarese 3DPC 16 100 0 22 Jun 2020
MLCVNet: Multi-Level Context VoteNet for 3D Object Detection Qian Xie Yu-Kun Lai Jing Wu Zhoutao Wang Yiming Zhang Kai Xu Jun Wang 3DPC 30 170 0 12 Apr 2020
Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots Qi Chen Lin Sun Zhixin Wang K. Jia Alan Yuille 3DPC 156 167 0 30 Dec 2019
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 22 1,454 0 25 Nov 2019
A review on deep learning techniques for 3D sensed data classification David J. Griffiths Jan Boehm 3DPC 3DV 25 164 0 09 Jul 2019
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 150 766 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 190 520 0 21 Sep 2016