HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding

arXiv:2312.03050v2 Announce Type: replace
Abstract: Visual interactivity understanding within visual scenes presents a significant challenge in computer vision. Existing methods focus on complex interactivities while leveraging a simple relationship model. These methods, however, struggle with a diversity of appearance, situation, position, interaction, and relation in videos. This limitation hinders the ability to fully comprehend the interplay within the complex visual dynamics of subjects. In this paper, we delve into interactivities understanding within visual content by deriving scene graph representations from …

abstract arxiv challenge computer computer vision cs.cv diversity focus graph hierarchical however relationship simple struggle type understanding video videos video understanding vision visual