Ultra-sonic sensor based object detection for autonomous vehicles

T Nesti, S Boddana, B Yaman - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Perception systems in autonomous vehicles (AV) have made significant advancements in
recent years. Such systems leverage different sensing modalities such as cameras, LiDARs …

Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection

B Yaman, T Mahmud, CH Liu - arXiv preprint arXiv:2305.08069, 2023 - arxiv.org
We propose an embarrassingly simple method--instance-aware repeat factor sampling
(IRFS) to address the problem of imbalanced data in long-tailed object detection …