Mar 4, 2024 · In this paper, we propose a novel self-adaption language-driven HOI detection method, termed as FreeA, without labeling by leveraging the adaptability of CLIP.

A novel self-adaption language-driven HOI detection method without labeling is proposed, termed as FreeA, by leveraging the adaptability of CLIP to generate ...

Towards Zero-shot Human-Object Interaction Detection via Vision-Language Integration ... FreeA: Human-object Interaction Detection using Free Annotation Labels.

Human-Object Interaction (HOI) detection is a task of identifying "a set of interactions" in an image, which involves the i) localization of the subject ...

在本文中，我们提出了一种新颖的自适应语言驱动HOI检测方法，称为FreeA，通过利用CLIP的适应性生成潜在的HOI标签，而无需标注。具体而言，FreeA将人-物对的图像特征与HOI文本 ...

Abstract:This paper focuses on Human-Object Interaction (HOI) detection, addressing the challenge of identifying and understanding the interactions between ...

The proposed multiplex relation network (MUREN) learns comprehensive relational contexts for discovering HOI instances, achieving state-of-the-art performance.

In this paper, we investigate the task of zero-shot human-object interaction (HOI) detection, a novel paradigm for identifying HOIs without the need for task- ...

In this work, we aim to develop a transferable HOI detector for the wide range of unseen interactions. Components: (1) We treat independent HOI labels as the ...

Jun 14, 2024 · Figure 1 for FreeA: Human-object Interaction Detection using Free Annotation Labels. Abstract:Recent human-object interaction (HOI) detection ...