• DocumentCode
    3377797
  • Title

    Segmentation of shadow images using IR based adaptive Level set model

  • Author

    Reddy, G. Ramachandra ; Zaheeruddin, Syed ; Baddiri, Narsimha ; Rao, Rohini R.

  • Author_Institution
    Dept. of ECE, KITS, Warangal, India
  • fYear
    2011
  • fDate
    21-22 July 2011
  • Firstpage
    56
  • Lastpage
    60
  • Abstract
    Images captured under non uniform lightening and illumination conditions consist of unwanted shadow regions. Segmentation of these images using conventional level set methods show improper results which is a major problem in many real time applications such as medical imaging, pattern recognition etc. In this paper we propose an adaptive Level set model by introducing a new adaptive force function on the level sets evolution based on reflectance & illumination present in the image. This method is proved to be successful in segmentation of images by excluding the shadow regions present in the images.
  • Keywords
    image segmentation; lighting; set theory; IR based adaptive level set model; adaptive force function; illumination condition; lighting condition; reflectance; shadow image segmentation; Active contours; Capacitance-voltage characteristics; Image edge detection; Image segmentation; Level set; Lighting; Reflectivity; Illumination; Level sets; Reflectance; homomorphic filtering and Segmentation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, Communication, Computing and Networking Technologies (ICSCCN), 2011 International Conference on
  • Conference_Location
    Thuckafay
  • Print_ISBN
    978-1-61284-654-5
  • Type

    conf

  • DOI
    10.1109/ICSCCN.2011.6024514
  • Filename
    6024514