From linear representations to object parts

  • Authors:
  • Gabriella Sanniti di Baja;L. Serino;Carlo Arcelli

  • Affiliations:
  • Institute of Cybernetics "E.Caianiello", CNR, Pozzuoli, Naples, Italy;Institute of Cybernetics "E.Caianiello", CNR, Pozzuoli, Naples, Italy;Institute of Cybernetics "E.Caianiello", CNR, Pozzuoli, Naples, Italy

  • Venue:
  • MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
  • Year:
  • 2012

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Abstract

The use of the skeleton for object decomposition in the framework of the structural approach to shape description is discussed. Object decomposition is obtained starting from a suitable partition of the skeleton. The elements of the skeleton partition are then used as seeds from which to recover the various regions into which the object is decomposed. A merging process is also accomplished so as to have a final decomposition in accordance with human perception and stable when the object is available in different poses or sizes.