Scene Graph Generation: A Comprehensive Survey

Understand

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.

• Scene graph has been the focus of research because of its powerful semantic representation and applications to scene understanding.
• Scene Graph Generation (SGG) refers to the task of automatically mapping an image into a semantic structural scene graph, which requires the correct labeling of detected objects and their relationships.
• Although this is a challenging task, the community has proposed a lot of SGG approaches and achieved good results.