• DocumentCode
    2795568
  • Title

    Wavelet maxima based lacunarity texture analysis

  • Author

    Bogdan, Alexandru

  • Author_Institution
    Electro Opt. Sci. Inc., Irvington, NJ, USA
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    1098
  • Lastpage
    1101
  • Abstract
    We present a new method that extracts lacunarity descriptors from textured regions using wavelet maxima. The distributions of the local wavelet maxima density in a sliding window over the region of interest are compared using different method in order to generate lacunarity parameters. The algorithms have been tested on data from the MelaFind skin cancer diagnostic image database.
  • Keywords
    cancer; image texture; medical image processing; skin; wavelet transforms; lacunarity descriptors; lacunarity texture analysis; local wavelet maxima density distribution; skin cancer; textured regions; wavelet transform; Continuous wavelet transforms; Data mining; Fractals; Lesions; Malignant tumors; Parameter estimation; Signal analysis; Skin cancer; Wavelet analysis; Wavelet transforms; fractal lacunarity; texture analysis; wavelet maxima;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495349
  • Filename
    5495349
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2795568