GCap: Graph-based Automatic Image Captioning

@article{Pan2004GCapGA,
  title={GCap: Graph-based Automatic Image Captioning},
  author={Jia-Yu Pan and Hyung-Jeong Yang and Christos Faloutsos and Pinar Duygulu Sahin},
  journal={2004 Conference on Computer Vision and Pattern Recognition Workshop},
  year={2004},
  pages={146-146}
}
Given an image, how do we automatically assign keywords to it? In this paper, we propose a novel, graph-based approach (GCap) which outperforms previously reported methods for automatic image captioning. Moreover, it is fast and scales well, with its training and testing time linear to the data set size. We report auto-captioning experiments on the "standard" Corel image database of 680 MBytes, where GCap outperforms recent, successful auto-captioning methods by up to 10 percentage points in… CONTINUE READING
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