Action-slot: Visual action-centric representations for multi-label atomic activity recognition in traffic scenes

CH Kung, SW Lu, YH Tsai… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
In this paper we study multi-label atomic activity recognition. Despite the notable progress in
action recognition it is still challenging to recognize atomic activities due to a deficiency in …

Riskbench: A scenario-based benchmark for risk identification

CH Kung, CC Yang, PY Pao, SW Lu, PL Chen… - arXiv preprint arXiv …, 2023 - arxiv.org
Intelligent driving systems aim to achieve a zero-collision mobility experience, requiring
interdisciplinary efforts to enhance safety performance. This work focuses on risk …

[PDF][PDF] Supplementary Material Action-slot: Visual Action-centric Representations for Multi-label Atomic Activity Recognition in Traffic Scenes

CH Kung, SW Lu, YH Tsai, YT Chen - openaccess.thecvf.com
Scenario Collection. Certain atomic activities are rare and difficult to collect in the real world,
as shown in the class distribution comparison of TACO and OATS in Figure 2 of the main …