• DocumentCode
    2832719
  • Title

    Image segmentation using spectral clustering

  • Author

    Chongjun, Wang ; Jun, Li Wu ; Lin, Ding ; Juan, Tian ; Shifu, Chen

  • Author_Institution
    Nat. Key Lab. for Novel Software Technol., Nanjing Univ.
  • fYear
    2005
  • fDate
    16-16 Nov. 2005
  • Lastpage
    678
  • Abstract
    This paper focuses on how to automatically determine the suitable clustering number in image segmentation and designs an algorithm of CANA using spectral clustering. Experiment results indicate that ACNA can provide superior performance. An application sample in image punching is introduced
  • Keywords
    image segmentation; pattern clustering; spectral analysis; image segmentation; spectral clustering; Algorithm design and analysis; Application software; Clustering algorithms; Clustering methods; Eigenvalues and eigenfunctions; Image segmentation; Laboratories; Punching; Software algorithms; Symmetric matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Tools with Artificial Intelligence, 2005. ICTAI 05. 17th IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1082-3409
  • Print_ISBN
    0-7695-2488-5
  • Type

    conf

  • DOI
    10.1109/ICTAI.2005.74
  • Filename
    1563014
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2832719