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Meiping Shi

2 accepted papers

2022

Cross-modal Fusion-based Prior Correction for Road Detection in Off-road Environments

IROS 2022poster

Road detection plays a fundamental role in the visual navigation system of autonomous vehicles. However, it's still challenging to achieve robust road detection in off-road scenarios due to their complicated road appearances and ambiguous road structures. Therefore, existing image-based road detecti…

Cited by 2SourceScholar
2022

Data-driven Kalman Filter with Kernel-based Koopman Operators for Nonlinear Robot Systems

IROS 2022poster

Designing the Kalman filter for nonlinear robot systems with theoretical guarantees is challenging, especially when the dynamics model is unavailable. This paper proposes a data-driven Kalman filter algorithm using kernel-based Koop-man operators for unknown nonlinear robot systems. First, the Koopm…

Cited by 2SourceScholar