A kernel-based approach to document retrieval

@inproceedings{Gordo2010AKA,
  title={A kernel-based approach to document retrieval},
  author={Albert Gordo and Jaume Gibert and Ernest Valveny and Marçal Rusi{\~n}ol},
  booktitle={Document Analysis Systems},
  year={2010}
}
In this paper we tackle the problem of document image retrieval by combining a similarity measure between documents and the probability that a given document belongs to a certain class. The membership probability to a specific class is computed using Support Vector Machines in conjunction with similarity measure based kernel applied to structural document… CONTINUE READING