Neural Network Based Image Retrieval with Multiple Instance Leaning Techniques

@inproceedings{Chuang2005NeuralNB,
  title={Neural Network Based Image Retrieval with Multiple Instance Leaning Techniques},
  author={Shun C. Chuang and Yeong-Yuh Xu and Hsin-Chia Fu},
  booktitle={KES},
  year={2005}
}
In this paper, we propose a Generalized Probabilistic decision based Neural Network (GPDNN) for content-based image retrieval (CBIR). Instead of receiving the numerical values of each data points as the input, the proposed GPDNN models the I/O relationship via the distribution of input data and their corresponding outputs. The GPDNN involves the Multiple-Instance learning techniques to learn a desired concept. A set of exemplar images are selected by a user, each of which is labeled as… CONTINUE READING

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