Panoptic Scene Graph Generation

Panoptic Scene Graph Generation is a subtask in the field of computer vision that aims to abstract a given image into a scene graph through panoptic segmentation, where nodes are positioned and classified by the results of panoptic segmentation. The goal of this task is to generate a structured representation of the scene, capturing objects within the image and their relationships, providing rich contextual information for downstream tasks such as image understanding, visual question answering, and scene parsing, which holds significant application value.