FRACTAL DIMENSION USING SEMIVARIANCE TECHNIQUE 1.0

Date Added: July 27, 2013 | Visits: 320

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THIS ALGORITHM COMPUTES FRACTAL DIMENSION USING SEMI-VARIANCE TECHNIQUE. IT HELPS TO ASSESS THE DIRECTIONALITY OF THE TEXTURE PATTERN IN AN IMAGE. SEMI-VARIANCE ALONG HORIZONTAL DIRECTION IS DEFINED AS THE SUMMATION OVER ALL PIXELS N, OF THE DIFFERENCE IN INTENSITIES I(x,y) OF PIXELS SEPARATED BY THE DISPLACEMENT 'h' IN THE x - DIRECTION. SIMILARLY FOR VERTICAL DIRECTION, IT IS CALCULATED IN y-DIRECTION. THE FRACTAL DIMENSIONS CAN BE CALCULATED FROM THE LINEAR SLOPE OF THE PLOTS OF THE LOGARITHM OF SEMI-VARIANCE AS A FUNCTION OF h, ( i.e., FROM THE LOG-LOG PLOT)

Requirements: No special requirements

Platforms: Matlab

Keyword: Calculated, Difference, Displacement, Intensities, Logarithm, Pixels, Separated, Similarly, Vertical, Ydirection

Users rating: 0/10

License: Shareware

Size: 10 KB

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