A comprehensive survey of scene graphs: Generation and application
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 …
attributes, and relationships between objects in the scene. As computer vision technology …
Sgtr: End-to-end scene graph generation with transformer
Abstract Scene Graph Generation (SGG) remains a challenging visual understanding task
due to its compositional property. Most previous works adopt a bottom-up two-stage or a …
due to its compositional property. Most previous works adopt a bottom-up two-stage or a …
Gps-net: Graph property sensing network for scene graph generation
Scene graph generation (SGG) aims to detect objects in an image along with their pairwise
relationships. There are three key properties of scene graph that have been underexplored …
relationships. There are three key properties of scene graph that have been underexplored …
Transferable interactiveness knowledge for human-object interaction detection
Abstract Human-Object Interaction (HOI) Detection is an important problem to understand
how humans interact with objects. In this paper, we explore Interactiveness Knowledge …
how humans interact with objects. In this paper, we explore Interactiveness Knowledge …
Graphical contrastive losses for scene graph parsing
Most scene graph parsers use a two-stage pipeline to detect visual relationships: the first
stage detects entities, and the second predicts the predicate for each entity pair using a …
stage detects entities, and the second predicts the predicate for each entity pair using a …