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Publication Detail
A unified approach to the segmentation of grey-level and dot-pattern images
  • Publication Type:
    Conference
  • Authors:
    Colchester ACF, Robinson GP, Griffin LD
  • Publisher:
    IEEE Computer Society Press
  • Publication date:
    1992
  • Place of publication:
    Los Alamitos, US
  • Pagination:
    319, 322
  • Published proceedings:
    11th IAPR International Conference on Pattern Recognition, 1992. Vol.III. Conference C: Image, Speech and Signal Analysis, Proceedings
  • ISBN-10:
    0818629207
  • Status:
    Published
  • Language:
    English
Abstract
The authors show the close relationship between two algorithms developed in their laboratory: (1) for segmenting grey-scale images and (2) for grouping patterns of dots or disconnected edge fragments. In both cases the output consists of objects each of which is bounded by a closed contours and contains a skeleton whose components are explicitly linked to boundary components. The second algorithm accomplishes a type of perceptual grouping which has often been regarded as implying a different type of processing from earlier segmentation steps. The authors suggest that early segmentation and later perceptual grouping can be, and should be, considered as fundamentally similar processes.
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