Multiresolution chain coding of contours

J. S. Lerman, S. R. Kulkarni, J. Koplowitz

Research output: Contribution to journalConference articlepeer-review

2 Scopus citations

Abstract

A multiresolution chain coding scheme for contours is developed based on 4-connected chain codes at progressively more refined grid sizes. By taking advantage of a specific set of possible paths a contour can travel, the algorithm presented generates a multiresolution representation of a contour, with the final refinement representing the original contour with the same accuracy as conventional 4-connected chain coding. The technique described requires only a small overhead in comparison to 4-connected chain coding, so has the advantage of providing a hierarchical representation of a contour at little cost. The generation of a multi-scale representation allows the algorithm to perform well in the presence of storage or transmission limitations, as only a fraction of the data is required to obtain a detailed representation of the entire contour.

Original languageEnglish (US)
Article number413644
Pages (from-to)615-619
Number of pages5
JournalProceedings - International Conference on Image Processing, ICIP
Volume2
DOIs
StatePublished - Jan 1 1994
EventProceedings of the 1994 1st IEEE International Conference on Image Processing. Part 3 (of 3) - Austin, TX, USA
Duration: Nov 13 1994Nov 16 1994

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Vision and Pattern Recognition
  • Signal Processing

Keywords

  • chain coding
  • hierarchical representation
  • multi-scale
  • multiresolution
  • progressive

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