Improved Geometric Feature Graph: A Script Independent Representation of Word Images for Compression, and Retrieval

  • Authors:
  • Gaurav Harit;Richa Jain;Santanu Chaudhury

  • Affiliations:
  • Indian Institute of Technology, New Delhi, India;Indian Institute of Technology, New Delhi, India;Indian Institute of Technology, New Delhi, India

  • Venue:
  • ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
  • Year:
  • 2005

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Abstract

In this paper, we discuss a new representation scheme for word images which exploits the structural features. The word image features are represented in the form of a graph called as the Geometric Feature Graph (GFG). The GFG is encoded in the form of a string which serves as a compressed representation of the word image skeleton. We demonstrate reconstruction, and retrieval of word images for 3 different scripts using the GFG string.