PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition

10 April 2018

Mikaela Angelina Uy

Papers citing "PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition"

50 / 108 papers shown

Title
APR-Transformer: Initial Pose Estimation for Localization in Complex Environments through Absolute Pose Regression Srinivas Ravuri Yuan Xu Martin Ludwig Zehetner Ketan Motlag Sahin Albayrak 16 0 0 14 May 2025
Ranking-aware Continual Learning for LiDAR Place Recognition Xufei Wang Gengxuan Tian Junqiao Zhao Siyue Tao Qiwen Gu Qiankun Yu Tiantian Feng CLL 36 1 0 12 May 2025
LRFusionPR: A Polar BEV-Based LiDAR-Radar Fusion Network for Place Recognition Zhangshuo Qi Luqi Cheng Zijie Zhou Guangming Xiong 36 0 0 27 Apr 2025
PNE-SGAN: Probabilistic NDT-Enhanced Semantic Graph Attention Network for LiDAR Loop Closure Detection Xiong Li Shulei Liu Xingning Chen Yisong Wu Dong Zhu 51 0 0 11 Apr 2025
HOTFormerLoc: Hierarchical Octree Transformer for Versatile Lidar Place Recognition Across Ground and Aerial Views Ethan Griffiths Maryam Haghighat Simon Denman Clinton Fookes Milad Ramezani 3DPC 64 0 0 11 Mar 2025
Multi-Robot System for Cooperative Exploration in Unknown Environments: A Survey Chuqi Wang Chao Yu Xin Xu Yuman Gao Xinyi Yang ... ZhuoZhu Jian Xinyu Chen Fei Gao Boyu Zhou Yu Wang 57 0 0 10 Mar 2025
CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based Framework Yanlong Xu Haoxuan Qu Jiaheng Liu Wenxiao Zhang Xun Yang 219 0 0 04 Mar 2025
SegLocNet: Multimodal Localization Network for Autonomous Driving via Bird's-Eye-View Segmentation Zijie Zhou Zhangshuo Qi Luqi Cheng Guangming Xiong 71 1 0 27 Feb 2025
MambaPlace:Text-to-Point-Cloud Cross-Modal Place Recognition with Attention Mamba Mechanisms Tianyi Shang Zhenyu Li Wenhao Pei Pengjie Xu Mamba 83 2 0 24 Feb 2025
Range and Bird's Eye View Fused Cross-Modal Visual Place Recognition Jianyi Peng Fan Lu Bin Li Yuan Huang Sanqing Qu Guang-Sheng Chen 3DPC 92 0 0 17 Feb 2025
LiDAR Loop Closure Detection using Semantic Graphs with Graph Attention Networks Liudi Yang Ruben Mascaro Ignacio Alzugaray Sai Manoj Prakhya Marco Karrer Ziyuan Liu M. Chli 3DPC 101 1 0 31 Jan 2025
Efficiently Closing Loops in LiDAR-Based SLAM Using Point Cloud Density Maps Saurabh Gupta Tiziano Guadagnino Benedikt Mersch Niklas Trekel Meher V. R. Malladi Cyrill Stachniss 57 1 0 13 Jan 2025
ReFeree: Radar-Based Lightweight and Robust Localization using Feature and Free space Hogyun Kim Byunghee Choi Euncheol Choi Younggun Cho 51 1 0 02 Oct 2024
GSPR: Multimodal Place Recognition Using 3D Gaussian Splatting for Autonomous Driving Zhangshuo Qi Junyi Ma Jingyi Xu Zijie Zhou Luqi Cheng Guangming Xiong 45 4 0 01 Oct 2024
SOLVR: Submap Oriented LiDAR-Visual Re-Localisation Joshua Knights Sebastián Barbas Laina Peyman Moghadam Stefan Leutenegger 41 0 0 16 Sep 2024
SALSA: Swift Adaptive Lightweight Self-Attention for Enhanced LiDAR Place Recognition Raktim Gautam Goswami Naman Patel Prashanth Krishnamurthy Farshad Khorrami 38 5 0 11 Jul 2024
SGLC: Semantic Graph-Guided Coarse-Fine-Refine Full Loop Closing for LiDAR SLAM Neng Wang Xieyuanli Chen Chenghao Shi Zhiqiang Zheng Hongshan Yu Huimin Lu 38 4 0 11 Jul 2024
General Place Recognition Survey: Towards Real-World Autonomy Peng Yin Jianhao Jiao Shiqi Zhao Lingyun Xu Guoquan Huang Howie Choset Sebastian A. Scherer Jianda Han 52 7 0 08 May 2024
PRISM-TopoMap: Online Topological Mapping with Place Recognition and Scan Matching K. Muravyev Alexander Melekhin Dmitriy Yudin Konstantin Yakovlev 65 2 0 02 Apr 2024
VXP: Voxel-Cross-Pixel Large-scale Image-LiDAR Place Recognition Yun-Jin Li M. Gladkova Yan Xia Rui Wang Daniel Cremers 42 5 0 21 Mar 2024
VOLoc: Visual Place Recognition by Querying Compressed Lidar Map Xudong Cai Yongcai Wang zhe Huang Yu Shao Deying Li 37 4 0 25 Feb 2024
PIN-SLAM: LiDAR SLAM Using a Point-Based Implicit Neural Representation for Achieving Global Map Consistency Yue Pan Xingguang Zhong Louis Wiesmann Thorbjörn Posewsky Jens Behley C. Stachniss 3DPC 3DV 46 33 0 17 Jan 2024
Camera-LiDAR Fusion with Latent Contact for Place Recognition in Challenging Cross-Scenes Yan Pan Jiapeng Xie Jiajie Wu Bo Zhou 41 0 0 16 Oct 2023
GeoAdapt: Self-Supervised Test-Time Adaptation in LiDAR Place Recognition Using Geometric Priors Joshua Knights Stephen Hausler Sridha Sridharan Clinton Fookes Peyman Moghadam 32 10 0 09 Aug 2023
Deep Robust Multi-Robot Re-localisation in Natural Environments Milad Ramezani Ethan Griffiths Maryam Haghighat Alex Pitt Peyman Moghadam 44 7 0 26 Jul 2023
Robust Imaging Sonar-based Place Recognition and Localization in Underwater Environments Hogyun Kim Gil-Young Kang Seokhwa Jeong Seungjun Ma Younggun Cho 28 4 0 24 May 2023
Leveraging BEV Representation for 360-degree Visual Place Recognition Xuecheng Xu Yanmei Jiao Shan Lu X. Ding Rong Xiong Yue Wang 39 3 0 23 May 2023
Self-Ordering Point Clouds Pengwan Yang Cees G. M. Snoek Yuki M. Asano SSL 3DPC 33 4 0 03 Apr 2023
HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion Sijie Wang Qiyu Kang Rui She Wei Wang K. Zhao Yang Song Wee Peng Tay 41 18 0 03 Apr 2023
Data-efficient Large Scale Place Recognition with Graded Similarity Supervision María Leyva-Vallina N. Strisciuglio N. Petkov 21 45 0 21 Mar 2023
A Coarse-to-Fine Place Recognition Approach using Attention-guided Descriptors and Overlap Estimation Chencan Fu Lin Li Linpeng Peng Yukai Ma Xiangrui Zhao Yong Liu 24 3 0 13 Mar 2023
Necessity Feature Correspondence Estimation for Large-scale Global Place Recognition and Relocalization Kyeongsu Kang Minjae Lee Hyeonwoo Yu 3DPC 32 0 0 11 Mar 2023
I2P-Rec: Recognizing Images on Large-scale Point Cloud Maps through Bird's Eye View Projections Shuhang Zheng Yixuan Li Zhuopu Yu B. Yu Sixi Cao ... Jintao Xu Rui Ai Weihao Gu L. Luo Hui-Liang Shen 3DPC 28 12 0 02 Mar 2023
ORCHNet: A Robust Global Feature Aggregation approach for 3D LiDAR-based Place recognition in Orchards T. Barros L. Garrote Pedro Conde M. J. Coombes C. Liu C. Premebida U. J. Nunes 3DPC 31 2 0 01 Mar 2023
Contour Context: Abstract Structural Distribution for 3D LiDAR Loop Detection and Metric Pose Estimation Binqian Jiang Shaojie Shen 3DPC 25 21 0 13 Feb 2023
CVTNet: A Cross-View Transformer Network for Place Recognition Using LiDAR Data Junyi Ma Guang-ming Xiong Jingyi Xu Xieyuanli Chen ViT 32 31 0 03 Feb 2023
DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization Chao-Yeh Chen Xinhao Liu Yiming Li Li Ding Chen Feng 3DPC SSL 39 15 0 13 Dec 2022
Attention-Enhanced Cross-modal Localization Between 360 Images and Point Clouds Zhipeng Zhao Huai Yu Chenwei Lyv Wen Yang Sebastian Scherer 3DPC 38 3 0 06 Dec 2022
Towards Explainability in Modular Autonomous Vehicle Software Hongrui Zheng Zirui Zang Shuo Yang Rahul Mangharam 31 0 0 01 Dec 2022
CASSPR: Cross Attention Single Scan Place Recognition Yan Xia M. Gladkova Rui Wang Qianyun Li Uwe Stilla João F. Henriques Daniel Cremers 3DPC 29 34 0 22 Nov 2022
MidasTouch: Monte-Carlo inference over distributions across sliding touch Sudharshan Suresh Zilin Si Stuart Anderson Michael Kaess Mustafa Mukadam 26 47 0 25 Oct 2022
DeepRING: Learning Roto-translation Invariant Representation for LiDAR based Place Recognition Shan Lu Xuecheng Xu Li Tang R. Xiong Yue Wang 3DPC 27 6 0 20 Oct 2022
RING++: Roto-translation Invariant Gram for Global Localization on a Sparse Scan Map Xuecheng Xu Shan Lu Jun Wu Haojian Lu Qiuguo Zhu Yiyi Liao R. Xiong Yue Wang 40 43 0 12 Oct 2022
LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLAD Ziyin Zeng Yongyang Xu Zhong Xie Wei Tang Jie Wan Weichao Wu 3DPC 39 19 0 12 Oct 2022
NDD: A 3D Point Cloud Descriptor Based on Normal Distribution for Loop Closure Detection Rui Zhou Li He Hong Zhang Xubin Lin Y. Guan 39 10 0 26 Sep 2022
Local_INN: Implicit Map Representation and Localization with Invertible Neural Networks Zirui Zang Hongrui Zheng Johannes Betz Rahul Mangharam 40 6 0 24 Sep 2022
GIDP: Learning a Good Initialization and Inducing Descriptor Post-enhancing for Large-scale Place Recognition Zhaoxin Fan Zhenbo Song Hongyan Liu Jun He 43 0 0 23 Sep 2022
PADLoC: LiDAR-Based Deep Loop Closure Detection and Registration Using Panoptic Attention J. Arce Niclas Vodisch Daniele Cattaneo Wolfram Burgard Abhinav Valada 3DPC 43 30 0 20 Sep 2022
SeqOT: A Spatial-Temporal Transformer Network for Place Recognition Using Sequential LiDAR Data Junyi Ma Xieyuanli Chen Jingyi Xu Guang-ming Xiong ViT 3DPC 31 44 0 16 Sep 2022
BioSLAM: A Bio-inspired Lifelong Memory System for General Place Recognition Peng Yin Abulikemu Abuduweili Shiqi Zhao Changliu Liu Sebastian Scherer CLL 37 15 0 30 Aug 2022