Scene graph is a structured representation of a scene that can clearly express the objects,
attributes, and relationships between objects in the scene. As computer vision technology …

Deep learning techniques have led to remarkable breakthroughs in the field of generic
object detection and have spawned a lot of scene-understanding tasks in recent years …

Abstract Human-Object Interaction detection is a holistic visual recognition task that entails
object detection as well as interaction classification. Previous works of HOI detection has …

Scene graph is a structured representation of a scene that can clearly express the objects,
attributes, and relationships between objects in the scene. As computer vision technology …

Human-object relationship detection reveals the fine-grained relationship between humans
and objects, helping the comprehensive understanding of videos. Previous human-object …

We find that most Scene Graph Generation approaches suffer from two limitations as they: 1)
use generic attention mechanisms and dataset-specific statistics that supersede visual …

Deep learning techniques have led to remarkable breakthroughs in the field of object
detection and have spawned a lot of scene-understanding tasks in recent years. Scene …

Conceptual representations of images involving descriptions of entities and their relations
are often represented using scene graphs. Such scene graphs can express relational …

Dynamic scene graph generation aims to identify visual relationships (subject-predicate-
object) in frames based on spatio-temporal contextual information in the video. Previous …

In this paper, we investigate the cause of the high false positive rate in Visual Relationship
Detection (VRD). We observe that during training, the relationship proposal distribution is …