Latest Research in Robotics and Sensor-Based Localization

12 research papers · 2026 median publication year

Top Research Topics in Robotics and Sensor-Based Localization

Highest-Cited Papers

  1. High-precision self-supervised underwater visual odometry via unified image enhancement and coupled cycle consistency
  2. An active-learning framework for real-time depth perception from monocular vision streams
  3. A Unified Evaluation Protocol and Late-Fusion System for Monocular Per-Object Distance Estimation in Indoor Scenes
  4. MODEST: Multi-Optics Depth-of-Field Stereo Dataset
  5. PolyLayout: Multi-room Manhattan Layout Estimation
  6. From Uncertainty to Determinism: Coarse-to-Fine Visual Floorplan Localization without Ray Matching
  7. From Keypoints to Predictive Distributions: Post-Hoc Uncertainty for YOLO-Pose Models
  8. SILICA: Repurposing Diffusion Priors for Joint Glass Segmentation and Depth Estimation
  9. JustDepth: Real-Time Radar-Camera Depth Estimation with Single-Scan LiDAR Supervision
  10. Boosting Robustness for All-Weather Self-Supervised Depth Estimation in Autonomous Driving
  11. Thermal Image-to-LiDAR Depth Transformation via Pretrained Visual Model and Two-Stage Depth Refinement
  12. DepthART: Scaling Foundation Monocular Depth to Tiny Models
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