Design of hierarchical classifier with hybrid architectures

  • Authors:

  • M. N. S. S. K. Pavan Kumar;C. V. Jawahar

  • Affiliations:

  • Centre for Visual Information Technology, International Institute of Information Technology, Hyderabad, India;Centre for Visual Information Technology, International Institute of Information Technology, Hyderabad, India

  • Venue:
  • PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
  • Year:
  • 2005

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Abstract

Performance of hierarchical classifiers depends on two aspects – the performance of the individual classifiers, and the design of the architecture. In this paper, we present a scheme for designing hybrid hierarchical classifiers under user specified constraints on time and space.