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cs.RO2024
IMOST: Incremental Memory Mechanism with Online Self-Supervision for Continual Traversability Learning
Kehui Ma, Zhen Sun, Chaoran Xiong +3
Traversability estimation is the foundation of path planning for a general navigation system. However, complex and dynamic environments pose challenges for the latest methods using…
cs.RO2024
Learning-based Traversability Costmap for Autonomous Off-road Navigation
Qiumin Zhu, Zhen Sun, Songpengcheng Xia +5
Traversability estimation in off-road terrains is an essential procedure for autonomous navigation. However, creating reliable labels for complex interactions between the robot and…
cs.RO2024
TON-VIO: Online Time Offset Modeling Networks for Robust Temporal Alignment in High Dynamic Motion VIO
Chaoran Xiong, Guoqing Liu, Qi Wu +6
Temporal misalignment (time offset) between sensors is common in low cost visual-inertial odometry (VIO) systems. Such temporal misalignment introduces inconsistent constraints for…