Target-Tailored Source-Transformation for Scene Graph Generation

Understand

Scene graph generation aims to provide a semantic and structural description of an image, denoting the objects (with nodes) and their relationships (with edges).

• The best performing works to date are based on exploiting the context surrounding objects or relations,e.g., by passing information among objects.
• In these approaches, to transform the representation of source objects is a critical process for extracting information for the use by target objects.
• In this work, we argue that a source object should give what tar-get object needs and give different objects different information rather than contributing common information to all targets.