Harmonizing Hierarchical Manifolds for Multimedia Document Semantics Understanding and Cross-Media Retrieval

@article{Yang2008HarmonizingHM,
  title={Harmonizing Hierarchical Manifolds for Multimedia Document Semantics Understanding and Cross-Media Retrieval},
  author={Yi Yang and Yueting Zhuang and Fei Wu and Yunhe Pan},
  journal={IEEE Transactions on Multimedia},
  year={2008},
  volume={10},
  pages={437-446}
}
In this paper, we consider the problem of multimedia document (MMD) semantics understanding and content-based cross-media retrieval. An MMD is a set of media objects of different modalities but carrying the same semantics and the content-based cross-media retrieval is a new kind of retrieval method by which the query examples and search results can be of different modalities. Two levels of manifolds are learned to explore the relationships among all the data in the level of MMD and in the level… CONTINUE READING
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