Multimedia Database Retrieval

  title={Multimedia Database Retrieval},
  author={Paisarn Muneesawang and Ning Zhang and Ling Guan},
  booktitle={Multimedia Systems and Applications},
This chapter presents machine learning methods for adaptive image retrieval. In a retrieval session, a nonlinear kernel is applied to measure image relevancy. Various new learning procedures are covered and applied specifically for adaptive image retrieval applications. These include the adaptive radial basis function (RBF) network, short term learning with the gradient-decent method, and the fuzzy RBF network. These methods constitute the likelihood estimation corresponding to visual content… CONTINUE READING

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