Kimera: an Open-Source Library for Real-Time Metric-Semantic Localization and Mapping

6 October 2019

Papers citing "Kimera: an Open-Source Library for Real-Time Metric-Semantic Localization and Mapping"

50 / 62 papers shown

Title
Image as an IMU: Estimating Camera Motion from a Single Motion-Blurred Image Jerred Chen Ronald Clark 45 1 0 21 Mar 2025
Intelligent Spatial Perception by Building Hierarchical 3D Scene Graphs for Indoor Scenarios with the Help of LLMs Yao Cheng Zhe Han Fengyang Jiang Huaizhen Wang Fengyu Zhou Qingshan Yin Lei Wei 3DV 44 1 0 19 Mar 2025
A Plug-and-Play Learning-based IMU Bias Factor for Robust Visual-Inertial Odometry Yang Yi Kunqing Wang Jinpu Zhang Zhen Tan Xiangke Wang Hui Shen Dewen Hu 41 0 0 16 Mar 2025
EvidMTL: Evidential Multi-Task Learning for Uncertainty-Aware Semantic Surface Mapping from Monocular RGB Images Rohit Menon Nils Dengler Sicong Pan Gokul Krishna Chenchani Maren Bennewitz EDL 86 0 0 06 Mar 2025
SLABIM: A SLAM-BIM Coupled Dataset in HKUST Main Building Haoming Huang Zhijian Qiao Zehuan Yu Chuhao Liu Shaojie Shen Fumin Zhang Huan Yin 41 0 0 24 Feb 2025
Visual Semantic Navigation with Real Robots Carlos Gutiérrez-Álvarez Pablo Ríos-Navarro Rafael Flor-Rodríguez Francisco Javier Acevedo-Rodríguez Roberto J. López-Sastre 47 2 0 10 Jan 2025
RoMeO: Robust Metric Visual Odometry JunDa Cheng Z. Cai Zhaoxing Zhang Wei Yin Matthias Müller Michael Paulitsch Xin Yang 91 0 0 16 Dec 2024
Semantically Safe Robot Manipulation: From Semantic Scene Understanding to Motion Safeguards Lukas Brunke Yanni Zhang Ralf Romer Jack Naimer Nikola Staykov Siqi Zhou Angela P. Schoellig 55 4 0 19 Oct 2024
ROMAN: Open-Set Object Map Alignment for Robust View-Invariant Global Localization Mason B. Peterson Yi Xuan Jia Yulun Tian Annika Thomas Jonathan P. How 49 2 0 10 Oct 2024
Hier-SLAM: Scaling-up Semantics in SLAM with a Hierarchically Categorical Gaussian Splatting Boying Li Zhixi Cai Yuan-Fang Li Ian Reid H. Rezatofighi 41 5 0 19 Sep 2024
GEVO: Memory-Efficient Monocular Visual Odometry Using Gaussians Dasong Gao Peter Zhi Xuan Li Vivienne Sze S. Karaman 3DGS 30 1 0 14 Sep 2024
Structured Pruning for Efficient Visual Place Recognition Oliver Grainge Michael Milford I. Bodala Sarvapali D. Ramchurn Shoaib Ehsan 35 1 0 12 Sep 2024
AirSLAM: An Efficient and Illumination-Robust Point-Line Visual SLAM System Kuan Xu Y. Hao Shenghai Yuan Chen Wang Lihua Xie 39 13 0 07 Aug 2024
Smooth Path Planning Using a Gaussian Process Regression Map for Mobile Robot Navigation Quentin Serdel J. Marzat Julien Moras GP 16 1 0 08 Jul 2024
Indoor and Outdoor 3D Scene Graph Generation via Language-Enabled Spatial Ontologies Jared Strader Nathan Hughes William Chen Alberto Speranzon Luca Carlone 3DV 15 18 0 18 Dec 2023
An Object SLAM Framework for Association, Mapping, and High-Level Tasks Yanmin Wu Yunzhou Zhang Delong Zhu Zhiqiang Deng Wenkai Sun Xin Chen Jian Zhang 16 34 0 12 May 2023
Robust Fusion for Bayesian Semantic Mapping David Morilla-Cabello Lorenzo Mur-Labadia Ruben Martinez-Cantin Eduardo Montijano 31 11 0 14 Mar 2023
Finding Things in the Unknown: Semantic Object-Centric Exploration with an MAV Sotiris Papatheodorou Nils Funk Dimos Tzoumanikas Christopher L. Choi Binbin Xu Stefan Leutenegger 23 19 0 28 Feb 2023
Evolutionary Multitasking with Solution Space Cutting for Point Cloud Registration Yue Wu Peiran Gong Maoguo Gong Han-Yan Ding Zedong Tang Yibo Liu Wenping Ma Qiguang Miao 3DPC 30 19 0 12 Dec 2022
PRISM: Probabilistic Real-Time Inference in Spatial World Models Atanas Mirchev Baris Kayalibay Ahmed Agha Patrick van der Smagt Daniel Cremers Justin Bayer VGen 15 0 0 06 Dec 2022
Navigating to Objects in the Real World Théophile Gervet Soumith Chintala Dhruv Batra Jitendra Malik Devendra Singh Chaplot 27 122 0 02 Dec 2022
maplab 2.0 -- A Modular and Multi-Modal Mapping Framework Andrei Cramariuc Lukas Bernreiter Florian Tschopp M. Fehr Victor Reijgwart Juan I. Nieto Roland Siegwart César Cadena 24 48 0 01 Dec 2022
Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles with Label Propagation for Cross-Domain Adaptation S. Bultmann Jan Quenzel Sven Behnke 29 18 0 18 Oct 2022
Iterative Vision-and-Language Navigation Jacob Krantz Shurjo Banerjee Wang Zhu Jason J. Corso Peter Anderson Stefan Lee Jesse Thomason LM&Ro 40 18 0 06 Oct 2022
An Improved Multi-State Constraint Kalman Filter for Visual-Inertial Odometry Maryam Abdollahi S. Pourtakdoust M. H. Y. Nooshabadi H. N. Pishkenari 22 1 0 04 Oct 2022
Robust Incremental Smoothing and Mapping (riSAM) Daniel McGann J. Rogers Michael Kaess 38 10 0 28 Sep 2022
3D VSG: Long-term Semantic Scene Change Prediction through 3D Variable Scene Graphs Sam Looper Javier Rodriguez Puigvert Roland Siegwart César Cadena L. Schmid 3DPC 13 22 0 16 Sep 2022
Multi-robot Mission Planning in Dynamic Semantic Environments Samarth Kalluraya George J. Pappas Y. Kantaros 34 21 0 13 Sep 2022
RelPose: Predicting Probabilistic Relative Rotation for Single Objects in the Wild Jason Y. Zhang Deva Ramanan Shubham Tulsiani 34 86 0 11 Aug 2022
Visual-Inertial Multi-Instance Dynamic SLAM with Object-level Relocalisation Yifei Ren Binbin Xu Christopher L. Choi Stefan Leutenegger 44 15 0 08 Aug 2022
Evaluation and comparison of eight popular Lidar and Visual SLAM algorithms Bharath Garigipati N. Strokina R. Ghabcheloo 14 13 0 03 Aug 2022
Visual-Inertial SLAM with Tightly-Coupled Dropout-Tolerant GPS Fusion Simon Boche Xingxing Zuo Simon Schaefer Stefan Leutenegger 11 15 0 01 Aug 2022
Theseus: A Library for Differentiable Nonlinear Optimization Luis Pineda Taosha Fan Maurizio Monge S. Venkataraman Paloma Sodhi ... Austin S. Wang Stuart Anderson Jing Dong Brandon Amos Mustafa Mukadam 24 76 0 19 Jul 2022
Experimental Evaluation of Visual-Inertial Odometry Systems for Arable Farming Javier Cremona Román Comelli Taihú Pire 17 16 0 10 Jun 2022
POCD: Probabilistic Object-Level Change Detection and Volumetric Mapping in Semi-Static Scenes Jingxing Qian Veronica Chatrath Jun Yang James Servos Angela P. Schoellig Steven L. Waslander 22 15 0 02 May 2022
TerrainMesh: Metric-Semantic Terrain Reconstruction from Aerial Images Using Joint 2D-3D Learning Qiaojun Feng Nikolay A. Atanasov 3DV 13 0 0 23 Apr 2022
SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning Jaehoon Choi Dongki Jung Yonghan Lee Deok-Won Kim Dinesh Manocha Donghwan Lee MDE SSL 13 5 0 10 Mar 2022
TwistSLAM: Constrained SLAM in Dynamic Environment Mathieu Gonzalez É. Marchand Amine Kacete J. Royan 16 27 0 24 Feb 2022
Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes F. Fervers Timo Breuer Gregor Stachowiak Sebastian Bullinger C. Bodensteiner Michael Arens 18 0 0 22 Nov 2021
From SLAM to Situational Awareness: Challenges and Survey Hriday Bavle Jose Luis Sanchez-Lopez Claudio Cimarelli E. Schmidt H. Voos 37 38 0 01 Oct 2021
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3D Yiyi Liao Jun Xie Andreas Geiger 3DV 3DPC 11 555 0 28 Sep 2021
Automatic Map Update Using Dashcam Videos Aziza Zhanabatyrova Clayton Frederick Souza Leite Yu Xiao 3DPC 31 9 0 24 Sep 2021
Superquadric Object Representation for Optimization-based Semantic SLAM Florian Tschopp Juan I. Nieto Roland Siegwart César Cadena 3DPC 32 9 0 20 Sep 2021
DROID-SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D Cameras Zachary Teed Jia Deng MDE VLM 14 567 0 24 Aug 2021
Dynamic Semantic Occupancy Mapping using 3D Scene Flow and Closed-Form Bayesian Inference Aishwarya Unnikrishnan Joey Wilson Lu Gan Andrew Capodieci P. Jayakumar Kira Barton Maani Ghaffari 3DPC 27 7 0 06 Aug 2021
Smooth Mesh Estimation from Depth Data using Non-Smooth Convex Optimization Antoni Rosinol Luca Carlone 13 3 0 06 Aug 2021
Hierarchical Representations and Explicit Memory: Learning Effective Navigation Policies on 3D Scene Graphs using Graph Neural Networks Zachary Ravichandran Lisa Peng Nathan Hughes J. D. Griffith Luca Carlone 26 68 0 02 Aug 2021
Multitask Learning for Scalable and Dense Multilayer Bayesian Map Inference Lu Gan Youngji Kim J. Grizzle Jeffrey M. Walls Ayoung Kim Ryan Eustice Maani Ghaffari 24 15 0 28 Jun 2021
Kimera-Multi: Robust, Distributed, Dense Metric-Semantic SLAM for Multi-Robot Systems Yulun Tian Yun Chang Fernando Herrera Arias Carlos Nieto-Granda Jonathan P. How Luca Carlone 14 171 0 28 Jun 2021
HybVIO: Pushing the Limits of Real-time Visual-inertial Odometry Otto Seiskari Pekka Rantalankila Juho Kannala Jerry Ylilammi Esa Rahtu Arno Solin 21 21 0 22 Jun 2021