3d multi-object tracking: A baseline and new evaluation metrics

X Weng, J Wang, D Held, K Kitani - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
3D multi-object tracking (MOT) is an essential component for many applications such as
autonomous driving and assistive robotics. Recent work on 3D MOT focuses on developing …

Gnn3dmot: Graph neural network for 3d multi-object tracking with multi-feature learning

X Weng, Y Wang, Y Man, K Kitani - arXiv preprint arXiv:2006.07327, 2020 - arxiv.org
3D Multi-object tracking (MOT) is crucial to autonomous systems. Recent work uses a
standard tracking-by-detection pipeline, where feature extraction is first performed …

When we first met: Visual-inertial person localization for co-robot rendezvous

X Sun, X Weng, K Kitani - 2020 IEEE/RSJ International …, 2020 - ieeexplore.ieee.org
We aim to enable robots to visually localize a target person through the aid of an additional
sensing modality-the target person's 3D inertial measurements. The need for such …

[PDF][PDF] Visual-Inertial Source Localization for Co-Robot Rendezvous

X Sun - 2020 - ri.cmu.edu
We aim to enable robots to visually localize a target person through the aid of an additional
sensing modality–the target person's 3D inertial measurements. The need for such …