Scene Graph Generation by Iterative Message Passing

@article{Xu2017SceneGG,
  title={Scene Graph Generation by Iterative Message Passing},
  author={Danfei Xu and Yuke Zhu and Christopher Bongsoo Choy and Li Fei-Fei},
  journal={2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2017},
  pages={3097-3106}
}
Understanding a visual scene goes beyond recognizing individual objects in isolation. Relationships between objects also constitute rich semantic information about the scene. In this work, we explicitly model the objects and their relationships using scene graphs, a visually-grounded graphical structure of an image. We propose a novel end-to-end model that generates such structured scene representation from an input image. Our key insight is that the graph generation problem can be formulated… CONTINUE READING
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