Learning Shared RGB-D Fields: Unified Self-supervised Pre-training for Label-efficient LiDAR-Camera 3D Perception
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Xiaohao, Li, Ye, Zhang, Tianyi, Yang, Jinrong, Johnson-Roberson, Matthew, Huang, Xiaonan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Influence of Camera-LiDAR Configuration on 3D Object Detection for Autonomous Driving
by: Li, Ye, et al.
Published: (2023)
by: Li, Ye, et al.
Published: (2023)
Is Your LiDAR Placement Optimized for 3D Scene Understanding?
by: Li, Ye, et al.
Published: (2024)
by: Li, Ye, et al.
Published: (2024)
Socially Aware Motion Planning for Service Robots Using LiDAR and RGB-D Camera
by: Nguyen, Duc Phu, et al.
Published: (2024)
by: Nguyen, Duc Phu, et al.
Published: (2024)
Temporal Overlapping Prediction: A Self-supervised Pre-training Method for LiDAR Moving Object Segmentation
by: Miao, Ziliang, et al.
Published: (2025)
by: Miao, Ziliang, et al.
Published: (2025)
Improvement on LiDAR-Camera Calibration Using Square Targets
by: Li, Zhongyuan, et al.
Published: (2025)
by: Li, Zhongyuan, et al.
Published: (2025)
Unifying Scene Representation and Hand-Eye Calibration with 3D Foundation Models
by: Zhi, Weiming, et al.
Published: (2024)
by: Zhi, Weiming, et al.
Published: (2024)
SAM4D: Segment Anything in Camera and LiDAR Streams
by: Xu, Jianyun, et al.
Published: (2025)
by: Xu, Jianyun, et al.
Published: (2025)
Robust LiDAR-Camera Calibration with 2D Gaussian Splatting
by: Zhou, Shuyi, et al.
Published: (2025)
by: Zhou, Shuyi, et al.
Published: (2025)
Boosting LiDAR-Based Localization with Semantic Insight: Camera Projection versus Direct LiDAR Segmentation
by: Ochs, Sven, et al.
Published: (2025)
by: Ochs, Sven, et al.
Published: (2025)
Transforming Omnidirectional RGB-LiDAR data into 3D Gaussian Splatting
by: Bae, Semin, et al.
Published: (2026)
by: Bae, Semin, et al.
Published: (2026)
IRS: Instance-Level 3D Scene Graphs via Room Prior Guided LiDAR-Camera Fusion
by: Chen, Hongming, et al.
Published: (2025)
by: Chen, Hongming, et al.
Published: (2025)
Super LiDAR Intensity for Robotic Perception
by: Gao, Wei, et al.
Published: (2025)
by: Gao, Wei, et al.
Published: (2025)
MR-LiDAR: A Multi-Resolution Roadside LiDAR Benchmark for Perception Diagnostics and Deployment Guidance
by: Cui, Shunlai, et al.
Published: (2026)
by: Cui, Shunlai, et al.
Published: (2026)
MixSup: Mixed-grained Supervision for Label-efficient LiDAR-based 3D Object Detection
by: Yang, Yuxue, et al.
Published: (2024)
by: Yang, Yuxue, et al.
Published: (2024)
CaRLi-V: Camera-RADAR-LiDAR Point-Wise 3D Velocity Estimation
by: Guo, Landson, et al.
Published: (2025)
by: Guo, Landson, et al.
Published: (2025)
Towards Robust Perception for Assistive Robotics: An RGB-Event-LiDAR Dataset and Multi-Modal Detection Pipeline
by: Scicluna, Adam, et al.
Published: (2024)
by: Scicluna, Adam, et al.
Published: (2024)
OmniLiDAR: A Unified Diffusion Framework for Multi-Domain 3D LiDAR Generation
by: Liu, Youquan, et al.
Published: (2026)
by: Liu, Youquan, et al.
Published: (2026)
Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video
by: Xu, Xiaohao, et al.
Published: (2025)
by: Xu, Xiaohao, et al.
Published: (2025)
Design of an Adaptive Lightweight LiDAR to Decouple Robot-Camera Geometry
by: Chen, Yuyang, et al.
Published: (2023)
by: Chen, Yuyang, et al.
Published: (2023)
FAST-Calib: LiDAR-Camera Extrinsic Calibration in One Second
by: Zheng, Chunran, et al.
Published: (2025)
by: Zheng, Chunran, et al.
Published: (2025)
LVBA: LiDAR-Visual Bundle Adjustment for RGB Point Cloud Mapping
by: Li, Rundong, et al.
Published: (2024)
by: Li, Rundong, et al.
Published: (2024)
Environment-Driven Online LiDAR-Camera Extrinsic Calibration
by: Huang, Zhiwei, et al.
Published: (2025)
by: Huang, Zhiwei, et al.
Published: (2025)
Bi-Manual Joint Camera Calibration and Scene Representation
by: Tang, Haozhan, et al.
Published: (2025)
by: Tang, Haozhan, et al.
Published: (2025)
CLAIM: Camera-LiDAR Alignment with Intensity and Monodepth
by: Zhang, Zhuo, et al.
Published: (2025)
by: Zhang, Zhuo, et al.
Published: (2025)
Li-ViP3D++: Query-Gated Deformable Camera-LiDAR Fusion for End-to-End Perception and Trajectory Prediction
by: Halinkovic, Matej, et al.
Published: (2026)
by: Halinkovic, Matej, et al.
Published: (2026)
Label-Efficient LiDAR Panoptic Segmentation
by: Çanakçı, Ahmet Selim, et al.
Published: (2025)
by: Çanakçı, Ahmet Selim, et al.
Published: (2025)
Incremental Semantics-Aided Meshing from LiDAR-Inertial Odometry and RGB Direct Label Transfer
by: Affan, Muhammad, et al.
Published: (2026)
by: Affan, Muhammad, et al.
Published: (2026)
Omni-LIVO: Robust RGB-Colored Multi-Camera Visual-Inertial-LiDAR Odometry via Photometric Migration and ESIKF Fusion
by: Cao, Yinong, et al.
Published: (2025)
by: Cao, Yinong, et al.
Published: (2025)
LiDAR-enhanced 3D Gaussian Splatting Mapping
by: Shen, Jian, et al.
Published: (2025)
by: Shen, Jian, et al.
Published: (2025)
From Perfect to Noisy World Simulation: Customizable Embodied Multi-modal Perturbations for SLAM Robustness Benchmarking
by: Xu, Xiaohao, et al.
Published: (2024)
by: Xu, Xiaohao, et al.
Published: (2024)
Gaussian-LIC2: LiDAR-Inertial-Camera Gaussian Splatting SLAM
by: Lang, Xiaolei, et al.
Published: (2025)
by: Lang, Xiaolei, et al.
Published: (2025)
A Computationally Aware Multi Objective Framework for Camera LiDAR Calibration
by: Karramreddy, Venkat, et al.
Published: (2025)
by: Karramreddy, Venkat, et al.
Published: (2025)
LiCAR: pseudo-RGB LiDAR image for CAR segmentation
by: Páez-Ubieta, Ignacio de Loyola, et al.
Published: (2025)
by: Páez-Ubieta, Ignacio de Loyola, et al.
Published: (2025)
SplaTraj: Camera Trajectory Generation with Semantic Gaussian Splatting
by: Liu, Xinyi, et al.
Published: (2024)
by: Liu, Xinyi, et al.
Published: (2024)
Multi-LiCa: A Motion and Targetless Multi LiDAR-to-LiDAR Calibration Framework
by: Kulmer, Dominik, et al.
Published: (2025)
by: Kulmer, Dominik, et al.
Published: (2025)
SN-LiDAR: Semantic Neural Fields for Novel Space-time View LiDAR Synthesis
by: Chen, Yi, et al.
Published: (2025)
by: Chen, Yi, et al.
Published: (2025)
Audio Array-Based 3D UAV Trajectory Estimation with LiDAR Pseudo-Labeling
by: Lei, Allen, et al.
Published: (2024)
by: Lei, Allen, et al.
Published: (2024)
3D Foundation Models Enable Simultaneous Geometry and Pose Estimation of Grasped Objects
by: Zhi, Weiming, et al.
Published: (2024)
by: Zhi, Weiming, et al.
Published: (2024)
End-to-End Driving via Self-Supervised Imitation Learning Using Camera and LiDAR Data
by: Park, Jin Bok, et al.
Published: (2023)
by: Park, Jin Bok, et al.
Published: (2023)
UniCalib: Targetless LiDAR-Camera Calibration via Probabilistic Flow on Unified Depth Representations
by: Han, Shu, et al.
Published: (2025)
by: Han, Shu, et al.
Published: (2025)
Similar Items
-
Influence of Camera-LiDAR Configuration on 3D Object Detection for Autonomous Driving
by: Li, Ye, et al.
Published: (2023) -
Is Your LiDAR Placement Optimized for 3D Scene Understanding?
by: Li, Ye, et al.
Published: (2024) -
Socially Aware Motion Planning for Service Robots Using LiDAR and RGB-D Camera
by: Nguyen, Duc Phu, et al.
Published: (2024) -
Temporal Overlapping Prediction: A Self-supervised Pre-training Method for LiDAR Moving Object Segmentation
by: Miao, Ziliang, et al.
Published: (2025) -
Improvement on LiDAR-Camera Calibration Using Square Targets
by: Li, Zhongyuan, et al.
Published: (2025)