• DocumentCode
    258886
  • Title

    Fractal Dimension with Object Rotation: A Case Study with Glaucoma Eye

  • Author

    Lamani, Dharmanna ; Manjunath, T.C. ; Ramegowda

  • Author_Institution
    Comput. Sci. & Eng, SDMIT, Ujire, India
  • fYear
    2014
  • fDate
    8-10 Jan. 2014
  • Firstpage
    111
  • Lastpage
    116
  • Abstract
    The present research work explores application of perimeter method to determine fractal dimension for both glaucoma and non glaucoma eye. Fractal dimension is a real value treated as over simplified diagnostics parameter to determine earlier detection of glaucoma. A perimeter method is a well known method adopted to determine the fractal dimension of natural objects such as leaves and some biological organs. But no attempt has been made to consider importance of selecting an initial point and rotation of object to determine the fractal dimension. Hence this work explains procedure to determine fractal dimension considering rotation of object and selecting the initial point. The results obtained signify that rotation of object and selecting the initial point definitely influences fractal dimension for glaucoma eye, as found in this present case study. The fractal dimension found to be lesser for glaucoma eye because of attaining regular shape of optic cup and it is accounted by losses of optic nerve and blood vessels in different stages. The fractal dimension could be treated as an alternative method for manual deduction of glaucoma through cup-disc diameter ratio by ophthalmologist. The author concludes that as soon as eye attacked by glaucoma disease, fractal dimension starts to decrease leading to lesser values. The fractal dimension values found to be in the range of 1.4242 to 1.5986 for glaucoma and for non glaucoma 1.8643 to 2.3027. Hence fractal dimension as soon as it reaches 1.5986 (1.6) signifies earlier detection of glaucoma. The rotation of object also considered in the interval of 600 (00 to 3000) to determine the fractal dimension. One more finding is that transforming from irregular shape of optic cup to regular shape from non-glaucoma to glaucoma could be visualized in different stages of images, under section four.
  • Keywords
    blood vessels; diseases; eye; fractals; neurophysiology; patient diagnosis; biological organs; blood vessels; cup-disc diameter ratio; fractal dimension; glaucoma detection; glaucoma disease; glaucoma eye; natural objects; object rotation; ophthalmologist; optic cup; optic nerve; perimeter method; simplified diagnostics parameter; Biomedical optical imaging; Diseases; Fractals; Optical imaging; Optical receivers; Retina; Shape; Fractal Dimension (FD); Glaucomatous; Hyper volumes; Perimeter; Rotation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Image Processing (ICSIP), 2014 Fifth International Conference on
  • Conference_Location
    Jeju Island
  • Type

    conf

  • DOI
    10.1109/ICSIP.2014.22
  • Filename
    6754861