AUG: A New Dataset and An Efficient Model for Aerial Image Urban Scene Graph Generation

Understand

Scene graph generation (SGG) aims to understand the visual objects and their semantic relationships from one given image.

• Until now, lots of SGG datasets with the eyelevel view are released but the SGG dataset with the overhead view is scarcely studied.
• By contrast to the object occlusion problem in the eyelevel view, which impedes the SGG, the overhead view provides a new perspective that helps to promote the SGG by providing a clear perception of the spatial relationships of objects in the ground scene.
• To fill in the gap of the overhead view dataset, this paper constructs and releases an aerial image urban scene graph generation (AUG) dataset.