KISS-ICP: In Defense of Point-to-Point ICP -- Simple, Accurate, and Robust Registration If Done the Right Way

30 September 2022

Benedikt Mersch

Papers citing "KISS-ICP: In Defense of Point-to-Point ICP -- Simple, Accurate, and Robust Registration If Done the Right Way"

42 / 42 papers shown

Title
Thermal-LiDAR Fusion for Robust Tunnel Localization in GNSS-Denied and Low-Visibility Conditions Lukas Schichler Karin Festl Selim Solmaz Daniel Watzenig 29 0 0 06 May 2025
3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation Andrew Caunes T. Chateau Vincent Frémont 3DPC 26 0 0 06 May 2025
Matching Distance and Geometric Distribution Aided Learning Multiview Point Cloud Registration Shiqi Li Jihua Zhu Yifan Xie Naiwen Hu Di Wang 3DPC 68 3 0 06 May 2025
Enhancing Lidar Point Cloud Sampling via Colorization and Super-Resolution of Lidar Imagery Sier Ha Honghao Du Xianjia Yu Tomi Westerlund 3DPC 42 0 0 04 May 2025
MTGS: Multi-Traversal Gaussian Splatting Tianyu Li Yihang Qiu Zhenhua Wu Carl Lindström Peng Su Matthias Nießner Hongyang Li 3DGS 65 0 0 16 Mar 2025
MUSE: A Real-Time Multi-Sensor State Estimator for Quadruped Robots Ylenia Nisticò J. C. V. Soares Lorenzo Amatucci Geoff Fink Claudio Semini 39 1 0 15 Mar 2025
Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation David T. Hoffmann Syed Haseeb Raza Hanqiu Jiang Denis Tananaev Steffen Klingenhoefer Martin Meinke 3DPC 76 1 0 06 Mar 2025
CTE-MLO: Continuous-time and Efficient Multi-LiDAR Odometry with Localizability-aware Point Cloud Sampling Hongming Shen Zhenyu Wu Yulin Hui Qiyang Lyu Huiqin Zhou Tianchen Deng Yeqing Zhu Bailing Tian Danwei W. Wang 55 3 0 17 Feb 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 36 1 0 13 Jan 2025
LP-ICP: General Localizability-Aware Point Cloud Registration for Robust Localization in Extreme Unstructured Environments Haosong Yue Qingyuan Xu Fei Chen Jia Pan Weihai Chen 3DPC 34 0 0 10 Jan 2025
SuperLoc: The Key to Robust LiDAR-Inertial Localization Lies in Predicting Alignment Risks Shibo Zhao Honghao Zhu Yuanjun Gao Beomsoo Kim Yuheng Qiu Aaron M. Johnson Sebastian A. Scherer 72 1 0 03 Dec 2024
Helvipad: A Real-World Dataset for Omnidirectional Stereo Depth Estimation Mehdi Zayene Jannik Endres Albias Havolli Charles Corbière Salim Cherkaoui Alexandre Kontouli Alexandre Alahi MDE 147 1 0 27 Nov 2024
Continuous-Time State Estimation Methods in Robotics: A Survey William Talbot Julian Nubert Turcan Tuna César Cadena Frederike Dumbgen J. Tordesillas T. Barfoot Marco Hutter 57 7 0 06 Nov 2024
Kinematic-ICP: Enhancing LiDAR Odometry with Kinematic Constraints for Wheeled Mobile Robots Moving on Planar Surfaces Tiziano Guadagnino Benedikt Mersch Ignacio Vizzo Saurabh Gupta Meher V. R. Malladi Luca Lobefaro Guillaume Doisy Cyrill Stachniss 36 3 0 14 Oct 2024
SGBA: Semantic Gaussian Mixture Model-Based LiDAR Bundle Adjustment Xingyu Ji Shenghai Yuan Jianping Li Pengyu Yin Haozhi Cao Lihua Xie 33 6 0 02 Oct 2024
Efficient Submap-based Autonomous MAV Exploration using Visual-Inertial SLAM Configurable for LiDARs or Depth Cameras Sotiris Papatheodorou Simon Boche Sebastián Barbas Laina Stefan Leutenegger 34 2 0 25 Sep 2024
ERPoT: Effective and Reliable Pose Tracking for Mobile Robots Using Lightweight Polygon Maps Haiming Gao Qibo Qiu Hongyan Liu Dingkun Liang Chaoqun Wang Xuebo Zhang 125 0 0 23 Sep 2024
SLIM: Scalable and Lightweight LiDAR Mapping in Urban Environments Zehuan Yu Zhijian Qiao Wenyi Liu Huan Yin Shaojie Shen 33 2 0 13 Sep 2024
From Underground Mines to Offices: A Versatile and Robust Framework for Range-Inertial SLAM Lorenzo Montano-Oliván Julio A. Placed Luis Montano María T. Lázaro 25 1 0 20 Jul 2024
GLIM: 3D Range-Inertial Localization and Mapping with GPU-Accelerated Scan Matching Factors Kenji Koide Masashi Yokozuka Shuji Oishi A. Banno 35 8 0 14 Jul 2024
SALSA: Swift Adaptive Lightweight Self-Attention for Enhanced LiDAR Place Recognition Raktim Gautam Goswami Naman Patel P. Krishnamurthy Farshad Khorrami 28 4 0 11 Jul 2024
L-PR: Exploiting LiDAR Fiducial Marker for Unordered Low Overlap Multiview Point Cloud Registration Yibo Liu Jinjun Shan Amaldev Haridevan Shuo Zhang 63 2 0 05 Jun 2024
3D LiDAR Mapping in Dynamic Environments Using a 4D Implicit Neural Representation Xingguang Zhong Yue Pan C. Stachniss Jens Behley 3DPC 42 6 0 06 May 2024
Fast and Robust Normal Estimation for Sparse LiDAR Scans Igor Bogoslavskyi Konstantinos Zampogiannis Raymond Phan 27 2 0 22 Apr 2024
Let It Flow: Simultaneous Optimization of 3D Flow and Object Clustering Patrik Vacek David Hurych Tomáš Svoboda Karel Zimmermann 3DPC 29 3 0 12 Apr 2024
HGS-Mapping: Online Dense Mapping Using Hybrid Gaussian Representation in Urban Scenes Ke Wu Kaizhao Zhang Zhiwei Zhang Shanshuai Yuan Muer Tie Julong Wei Zijun Xu Jieru Zhao Zhongxue Gan Wenchao Ding 3DGS 39 10 0 29 Mar 2024
ThermoHands: A Benchmark for 3D Hand Pose Estimation from Egocentric Thermal Images Fangqiang Ding Yunzhou Zhu Xiangyu Wen Gaowen Liu Chris Xiaoxuan Lu 39 2 0 14 Mar 2024
DMSA -- Dense Multi Scan Adjustment for LiDAR Inertial Odometry and Global Optimization D. Skuddis Norbert Haala 26 0 0 29 Feb 2024
How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey Fabio Tosi Youming Zhang Ziren Gong Erik Sandström S. Mattoccia Martin R. Oswald Matteo Poggi 3DGS 63 53 0 20 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 39 33 0 17 Jan 2024
Mesh-LOAM: Real-time Mesh-Based LiDAR Odometry and Mapping Yanjin Zhu Xin Zheng Jianke Zhu 25 3 0 25 Dec 2023
RMS: Redundancy-Minimizing Point Cloud Sampling for Real-Time Pose Estimation Pavel Petráček Kostas Alexis M. Saska 3DPC 30 3 0 12 Dec 2023
GLiDR: Topologically Regularized Graph Generative Network for Sparse LiDAR Point Clouds Prashant Kumar Kshitij Madhav Bhat Vedang Bhupesh Shenvi Nadkarni P. K. Kalra 27 2 0 29 Nov 2023
LiDAR-Generated Images Derived Keypoints Assisted Point Cloud Registration Scheme in Odometry Estimation Haizhou Zhang Xianjia Yu Sier Ha Tomi Westerlund 3DPC 31 6 0 19 Sep 2023
CBGL: Fast Monte Carlo Passive Global Localisation of 2D LIDAR Sensor Alexandros Filotheou 27 0 0 26 Jul 2023
Building Volumetric Beliefs for Dynamic Environments Exploiting Map-Based Moving Object Segmentation Benedikt Mersch Tiziano Guadagnino Xieyuanli Chen Ignacio Vizzo Jens Behley C. Stachniss 3DPC 27 31 0 17 Jul 2023
Need for Speed: Fast Correspondence-Free Lidar-Inertial Odometry Using Doppler Velocity David J. Yoon Keenan Burnett Johann Laconte Yi Chen Heethesh Vhavle S. Kammel J. Reuther Timothy D. Barfoot 17 9 0 11 Mar 2023
Robust Multi-Modal Multi-LiDAR-Inertial Odometry and Mapping for Indoor Environments Qingqing Li Xianjia Yu Jorge Peña Queralta Tomi Westerlund 23 3 0 05 Mar 2023
Predictive World Models from Real-World Partial Observations Robin Karlsson Alexander Carballo Keisuke Fujii Kento Ohtani K. Takeda 19 5 0 12 Jan 2023
DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization Chao-Yeh Chen Xinhao Liu Yiming Li Li Ding Chen Feng 3DPC SSL 26 15 0 13 Dec 2022
ECTLO: Effective Continuous-time Odometry Using Range Image for LiDAR with Small FoV Xin Zheng Jianke Zhu 19 5 0 17 Jun 2022
The Newer College Dataset: Handheld LiDAR, Inertial and Vision with Ground Truth Milad Ramezani Yiduo Wang Marco Camurri David Wisth Matías Mattamala Maurice F. Fallon 3DV 70 186 0 12 Mar 2020