A Semi-automated Statistical Algorithm for Object Separation

@article{Srivastava2013ASS,
  title={A Semi-automated Statistical Algorithm for Object Separation},
  author={Madhur Srivastava and Satish Kumar Singh and Prasanta K. Panigrahi},
  journal={CSSP},
  year={2013},
  volume={32},
  pages={3059-3078}
}
We explicate a semi-automated statistical algorithm for object identification and segregation in both gray scale and color images. The algorithm makes optimal use of the observation that definite objects in an image are typically represented by pixel values having narrow Gaussian distributions about characteristic mean values. Furthermore, for visually distinct objects, the corresponding Gaussian distributions have negligible overlap with each other and hence the Mahalanobis distance between… CONTINUE READING

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