iSDF: Real-Time Neural Signed Distance Fields for Robot Perception

5 April 2022

Papers citing "iSDF: Real-Time Neural Signed Distance Fields for Robot Perception"

46 / 46 papers shown

Title
RNBF: Real-Time RGB-D Based Neural Barrier Functions for Safe Robotic Navigation Satyajeet Das Yifan Xue Haoming Li Nadia Figueroa 30 0 0 04 May 2025
MISO: Multiresolution Submap Optimization for Efficient Globally Consistent Neural Implicit Reconstruction Yulun Tian Hanwen Cao Sunghwan Kim Nikolay Atanasov 154 0 0 27 Apr 2025
Diffeomorphic Obstacle Avoidance for Contractive Dynamical Systems via Implicit Representations Ken-Joel Simmoteit Philipp Schillinger Leonel Rozo 30 0 0 26 Apr 2025
Intuitive Human-Drone Collaborative Navigation in Unknown Environments through Mixed Reality Sanket A. Salunkhe Pranav Nedunghat Luca Morando Nishanth Bobbili Guanrui Li Giuseppe Loianno 42 0 0 02 Apr 2025
Improving Indoor Localization Accuracy by Using an Efficient Implicit Neural Map Representation Haofei Kuang Yue Pan Xingguang Zhong Louis Wiesmann Jens Behley C. Stachniss 39 0 0 30 Mar 2025
GS-SDF: LiDAR-Augmented Gaussian Splatting and Neural SDF for Geometrically Consistent Rendering and Reconstruction Jianheng Liu Yunfei Wan Bowen Wang Chunran Zheng Jiarong Lin Fu Zhang 3DGS 60 0 0 13 Mar 2025
RAMEN: Real-time Asynchronous Multi-agent Neural Implicit Mapping Hongrui Zhao Boris Ivanovic Negar Mehr 98 0 0 26 Feb 2025
Neural Radiance Fields for the Real World: A Survey Wenhui Xiao Remi Chierchia Rodrigo Santa Cruz Xuesong Li David Ahmedt-Aristizabal Olivier Salvado Clinton Fookes Léo Lebrat AI4CE 86 0 0 22 Jan 2025
6DOPE-GS: Online 6D Object Pose Estimation using Gaussian Splatting Yufeng Jin V. Prasad Snehal Jauhri Mathias Franzius Georgia Chalvatzaki 3DGS 92 0 0 02 Dec 2024
Generalizable Motion Planning via Operator Learning Sharath Matada Luke Bhan Yuanyuan Shi Nikolay Atanasov 33 0 0 23 Oct 2024
SPA: 3D Spatial-Awareness Enables Effective Embodied Representation Haoyi Zhu Honghui Yang Yating Wang Jiange Yang Limin Wang Tong He 3DH 51 6 0 10 Oct 2024
Neural Configuration Distance Function for Continuum Robot Control Kehan Long Hardik Parwana Georgios Fainekos Bardh Hoxha Hideki Okamoto Nikolay Atanasov 45 1 0 20 Sep 2024
Splat-SLAM: Globally Optimized RGB-only SLAM with 3D Gaussians Erik Sandström Keisuke Tateno Michael Oechsle Michael Niemeyer Luc Van Gool Martin R. Oswald Federico Tombari 3DGS 41 24 0 26 May 2024
3D LiDAR Mapping in Dynamic Environments Using a 4D Implicit Neural Representation Xingguang Zhong Yue Pan C. Stachniss Jens Behley 3DPC 44 6 0 06 May 2024
Real-Time Line-Based Room Segmentation and Continuous Euclidean Distance Fields Erik Warberg Adam Miksits Fernando S. Barbosa 3DV 23 0 0 07 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
$N$^{3}$-Mapping: Normal Guided Neural Non-Projective Signed Distance Fields for Large-scale 3D Mapping$ N $^{3}$ -Mapping: Normal Guided Neural Non-Projective Signed Distance Fields for Large-scale 3D Mapping Shuangfu Song Junqiao Zhao Kai-Yung Huang Jiaye Lin Chen Ye T. Feng 49 3 0 07 Jan 2024
Mesh-LOAM: Real-time Mesh-Based LiDAR Odometry and Mapping Yanjin Zhu Xin Zheng Jianke Zhu 32 3 0 25 Dec 2023
DynamicSurf: Dynamic Neural RGB-D Surface Reconstruction with an Optimizable Feature Grid Mirgahney Mohamed Lourdes Agapito 34 2 0 14 Nov 2023
HIO-SDF: Hierarchical Incremental Online Signed Distance Fields V. Vasilopoulos Suveer Garg Jinwook Huh Bhoram Lee Volkan Isler 27 4 0 14 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 74 43 0 12 Oct 2023
Real-time Batched Distance Computation for Time-Optimal Safe Path Tracking Shohei Fujii Quang-Cuong Pham 40 0 0 21 Sep 2023
Towards Large-Scale Incremental Dense Mapping using Robot-centric Implicit Neural Representation Jianheng Liu Haoyao Chen 28 0 0 18 Jun 2023
Integrated Object Deformation and Contact Patch Estimation from Visuo-Tactile Feedback Mark Van der Merwe Youngsun Wi Dmitry Berenson Nima Fazeli 27 8 0 23 May 2023
NF-Atlas: Multi-Volume Neural Feature Fields for Large Scale LiDAR Mapping Xuanlong Yu Yili Liu Sitong Mao Shunbo Zhou R. Xiong Yiyi Liao Yue Wang AI4CE 25 15 0 10 Apr 2023
Point-SLAM: Dense Neural Point Cloud-based SLAM Erik Sandström Yue Li Luc Van Gool Martin R. Oswald 3DPC 21 131 0 09 Apr 2023
Deep Learning for Camera Calibration and Beyond: A Survey K. Liao Lang Nie Shujuan Huang Chunyu Lin Jing Zhang Yao Zhao Moncef Gabbouj Dacheng Tao 46 25 0 19 Mar 2023
NeuSE: Neural SE(3)-Equivariant Embedding for Consistent Spatial Understanding with Objects Jiahui Fu Yilun Du Kurran Singh J. Tenenbaum John J. Leonard 39 8 0 13 Mar 2023
InFusionSurf: Refining Neural RGB-D Surface Reconstruction Using Per-Frame Intrinsic Refinement and TSDF Fusion Prior Learning Seunghwan Lee Gwanmo Park H. Son Jiwon Ryu H. Chae 32 1 0 08 Mar 2023
Accurate Gaussian-Process-based Distance Fields with applications to Echolocation and Mapping Cedric Le Gentil Othmane-Latif Ouabi Lan Wu C´edric Pradalier Teresa Vidal-Calleja 22 17 0 25 Feb 2023
NICER-SLAM: Neural Implicit Scene Encoding for RGB SLAM Zihan Zhu Songyou Peng Viktor Larsson Zhaopeng Cui Martin R. Oswald Andreas Geiger Marc Pollefeys 3DGS 26 148 0 07 Feb 2023
Local Neural Descriptor Fields: Locally Conditioned Object Representations for Manipulation Ethan Chun Yilun Du Anthony Simeonov Tomas Lozano-Perez L. Kaelbling 32 24 0 07 Feb 2023
Ponder: Point Cloud Pre-training via Neural Rendering Di Huang Sida Peng Tong He Honghui Yang Xiaowei Zhou Wanli Ouyang SSL 3DPC 39 41 0 31 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 28 0 0 06 Dec 2022
RGB-Only Reconstruction of Tabletop Scenes for Collision-Free Manipulator Control Z-H. Tang Balakumar Sundaralingam Jonathan Tremblay Bowen Wen Ye Yuan Stephen Tyree Charles T. Loop A. Schwing Stan Birchfield 37 10 0 21 Oct 2022
Multi-Object Navigation with dynamically learned neural implicit representations Pierre Marza L. Matignon Olivier Simonin Christian Wolf 35 23 0 11 Oct 2022
VIRDO++: Real-World, Visuo-tactile Dynamics and Perception of Deformable Objects Youngsun Wi Andy Zeng Peter R. Florence Nima Fazeli 57 21 0 07 Oct 2022
IR-MCL: Implicit Representation-Based Online Global Localization Haofei Kuang Xieyuanli Chen Tiziano Guadagnino Nicky Zimmerman Jens Behley C. Stachniss 3DV 38 22 0 06 Oct 2022
NTFields: Neural Time Fields for Physics-Informed Robot Motion Planning Ruiqi Ni A. H. Qureshi AI4CE 29 17 0 30 Sep 2022
Loc-NeRF: Monte Carlo Localization using Neural Radiance Fields Dominic Maggio Marcus Abate Jingang Shi C. Mario Luca Carlone 56 83 0 19 Sep 2022
SE(3)-DiffusionFields: Learning smooth cost functions for joint grasp and motion optimization through diffusion Julen Urain Niklas Funk Jan Peters Georgia Chalvatzaki DiffM 58 121 0 08 Sep 2022
Learning Deep SDF Maps Online for Robot Navigation and Exploration Gadiel Sznaier Camps Robert Dyro Marco Pavone Mac Schwager 21 12 0 21 Jul 2022
GO-Surf: Neural Feature Grid Optimization for Fast, High-Fidelity RGB-D Surface Reconstruction Jingwen Wang Tymoteusz Bleja Lourdes Agapito 50 78 0 29 Jun 2022
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior James A. D. Gardner Bernhard Egger W. Smith 31 13 0 07 Jun 2022
Learning Models as Functionals of Signed-Distance Fields for Manipulation Planning Danny Driess Jung-Su Ha Marc Toussaint Russ Tedrake 116 63 0 02 Oct 2021
Vision-Only Robot Navigation in a Neural Radiance World M. Adamkiewicz Timothy Chen Adam Caccavale Rachel Gardner Preston Culbertson Jeannette Bohg Mac Schwager 155 230 0 01 Oct 2021