An approach for cross-media retrieval with cross-reference graph and PageRank

@article{Zhuang2006AnAF,
  title={An approach for cross-media retrieval with cross-reference graph and PageRank},
  author={Yueting Zhuang and Hanhuai Shan and Fei Wu},
  journal={2006 12th International Multi-Media Modelling Conference},
  year={2006},
  pages={8 pp.-}
}
In this paper, we propose a novel cross-media retrieval method. The most important feature of it is to integrate the multi-modal data seamlessly via a cross-reference graph, and then based on the graph, it is able to use improved personalized PageRank to calculate how close the media object associates with the query on semantic and content level. It is also able to adjust the cross-reference graph according to user's relevance feedback, which refines the semantic relationship between the media… CONTINUE READING