2025
DVLO4D: Deep Visual-Lidar Odometry with Sparse Spatial-Temporal Fusion
ICRA 2025
Visual-LiDAR odometry is a critical component for autonomous system localization, yet achieving high accuracy and strong robustness remains a challenge. Traditional approaches commonly struggle with sensor misalignment, fail to fully leverage temporal information, and require extensive manual tuning