Work place: Indian Institute of Information Technology, Allahabad, UP, India
E-mail: tpant@iiita.ac.in
Website:
Research Interests: Image Processing, Image Manipulation, Image Compression
Biography
Pant is Ph. D. in Advanced Mathematical Tools for SAR Image Analysis. He completed the Ph. D. from Indian Institute of Technology, Roorkee (IITR) in 2011. He is presently working as a Lecturer in IT Division of Indian Institute of Information Technology, Allahabad (IIITA). His research interests include Satellite Image Analysis, Fractal Geometry for Imaging, Image Texture Study and Noise Analysis in Digital Images
By T. Pant
DOI: https://doi.org/10.5815/ijigsp.2013.08.07, Pub. Date: 28 Jun. 2013
In present paper the effect of noise and error occurring due to noise in fractal dimension of digital images has been analyzed. For this purpose, three digital images have been used which are added by Gaussian noise, salt and pepper noise and speckle noise. The fractal dimension of both noisy and non-noisy images has been estimated and corresponding error is reported in terms of RMSE. The study shows that noise affects the fractal dimension and there is an increase in fractal dimension due to noise. The average percentage error in fractal dimension has been estimated and reported as an offset for finding actual fractal dimension from noisy images.
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