Fractal dimension of irregular digitalized curves by divider method

Divider method is widely used to obtain the fractal dimension of curves embedded into a 2-dimensional space. This method suffers from a number of problems. The major problem is choosing initial and final step length of dividers. In this short paper we would like to demonstrate that the criterion for the selection of dividers (minimum and maximum value) in the calculation of fractal dimension of the irregular curves with minimum time complexity.