OOSTraj: Out-of-Sight Trajectory Prediction With Vision-Positioning Denoising

H Zhang, Y Xu, H Lu, T Shimizu… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Trajectory prediction is fundamental in computer vision and autonomous driving particularly
for understanding pedestrian behavior and enabling proactive decision-making. Existing …

Layout sequence prediction from noisy mobile modality

H Zhang, Y Xu, H Lu, T Shimizu, Y Fu - Proceedings of the 31st ACM …, 2023 - dl.acm.org
Trajectory prediction plays a vital role in understanding pedestrian movement for
applications such as autonomous driving and robotics. Current trajectory prediction models …

ViFiCon: Vision and Wireless Association Via Self-Supervised Contrastive Learning

N Meegan, H Liu, B Cao, A Alali, K Dana… - arXiv preprint arXiv …, 2022 - arxiv.org
We introduce ViFiCon, a self-supervised contrastive learning scheme which uses
synchronized information across vision and wireless modalities to perform cross-modal …