Hybrid image summarization by hypergraph partition

@article{Li2013HybridIS,
  title={Hybrid image summarization by hypergraph partition},
  author={Minxian Li and Chunxia Zhao and Jinhui Tang},
  journal={Neurocomputing},
  year={2013},
  volume={119},
  pages={41-48}
}
The objective of hybrid image summarization is selecting a few visual exemplars and semantic exemplars of a large-scale image collection and organizing them to represent the collection. In this paper, we present a framework for hybrid image summarization in which social images and corresponding textual information are taken as vertices in a hypergraph and the task of image summarization is formulated as the problem of hypergraph partition. A generalized spectral clustering technique is adopted… CONTINUE READING