Latest Research in Spatial SLAM and Gaussian Reconstruction

127 research papers · 0.0 average citations · 2026 median publication year

Top Research Topics in Spatial SLAM and Gaussian Reconstruction

Highest-Cited Papers

  1. DCReg: Decoupled characterization for efficient degenerate LiDAR registration (1 citations)
  2. Dynamic-uncertainty propagation in cascaded LiDAR–inertial SLAM for industrial mobile robots in dynamic warehouses
  3. Perspective-n-Point Post Optimization for Far-Field Pose Measurement Based on Weighted Central Normalization
  4. EliGSiR: Continual RGB-D Mapping with Gaussian Splatting under Bounded Compute
  5. RawSLAM: Online HDR Gaussian SLAM from Linear Radiance
  6. Geometrically-Constrained Radar-Inertial Odometry via Continuous Point-Pose Uncertainty Modeling
  7. AMB3R-SLAM: Kilometer-scale SLAM with Hierarchical Backend
  8. SLAMSqueezeBench: Comparing SLAM Systems under Resource Constraints
  9. VGGT-GS SLAM: Uncalibrated Monocular Gaussian Splatting SLAM with Feed-Forward Priors
  10. Online Adaptation of Visual Odometry Frontends with Image-Conditioned Reinforcement Learning
  11. Monocular Visual Odometry without Calibration or Test-time Optimization
  12. GRF-Recon: Global Ray-Field Optimization for Long-Sequence Feed-forward Reconstruction
  13. Boreas Road Trip: A Multi-Sensor Autonomous Driving Dataset on Challenging Roads
  14. Underwater Visual Target Tracking with Target-Specific Depth Estimation and Adaptive Model-Fusion Predictive Control
  15. NSFlow: End-to-End Differentiable Neuro-Symbolic Optical Flow for Visual Odometry
  16. 2Fast-2Lamaa: Large-Scale Lidar-Inertial Localization and Mapping with Continuous Distance Fields
  17. Development of a 2D SLAM based radiation mapping system for surface contamination measurement
  18. Point-line visual-inertial odometry with length-filtered and collinearity-labeled line segments
  19. Real-time RGB-D SLAM with Gaussian scene representation for dynamic environments
  20. DefVINS: Visual-Inertial Odometry for Deformable Scenes

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L2 Region - - 2026 Sep Q3

Spatial SLAM and Gaussian Reconstruction

127 papers

Top Topics (10)

Robotics65
Robotics and Sensor-Based Localization30
Computer Vision and Pattern Recognition24
Radiation Shielding Materials Analysis1
Functional Analysis1
Emerging Technologies1
Space Satellite Systems and Control1
Remote Sensing and LiDAR Applications1
Distributed Control Multi-Agent Systems1
Underwater Vehicles and Communication Systems1

Top Publications (20)

1.DCReg: Decoupled characterization for efficient degenerate LiDAR registration1c2.Dynamic-uncertainty propagation in cascaded LiDAR–inertial SLAM for industrial mobile robots in dynamic warehouses3.Perspective-n-Point Post Optimization for Far-Field Pose Measurement Based on Weighted Central Normalization4.EliGSiR: Continual RGB-D Mapping with Gaussian Splatting under Bounded Compute5.RawSLAM: Online HDR Gaussian SLAM from Linear Radiance6.Geometrically-Constrained Radar-Inertial Odometry via Continuous Point-Pose Uncertainty Modeling7.AMB3R-SLAM: Kilometer-scale SLAM with Hierarchical Backend8.SLAMSqueezeBench: Comparing SLAM Systems under Resource Constraints9.VGGT-GS SLAM: Uncalibrated Monocular Gaussian Splatting SLAM with Feed-Forward Priors10.Online Adaptation of Visual Odometry Frontends with Image-Conditioned Reinforcement Learning11.Monocular Visual Odometry without Calibration or Test-time Optimization12.GRF-Recon: Global Ray-Field Optimization for Long-Sequence Feed-forward Reconstruction13.Boreas Road Trip: A Multi-Sensor Autonomous Driving Dataset on Challenging Roads14.Underwater Visual Target Tracking with Target-Specific Depth Estimation and Adaptive Model-Fusion Predictive Control15.NSFlow: End-to-End Differentiable Neuro-Symbolic Optical Flow for Visual Odometry16.2Fast-2Lamaa: Large-Scale Lidar-Inertial Localization and Mapping with Continuous Distance Fields17.Development of a 2D SLAM based radiation mapping system for surface contamination measurement18.Point-line visual-inertial odometry with length-filtered and collinearity-labeled line segments19.Real-time RGB-D SLAM with Gaussian scene representation for dynamic environments20.DefVINS: Visual-Inertial Odometry for Deformable Scenes

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