Efficient Image Segmentation Method Based on Probabilistic Markov Random Field Model

@article{Sophia2014EfficientIS,
  title={Efficient Image Segmentation Method Based on Probabilistic Markov Random Field Model},
  author={Paul Sophia and Narayanan Venkateswaran},
  journal={2014 International Conference on Communication and Network Technologies},
  year={2014},
  pages={95-99}
}
In this paper, we present a new approach to image segmentation that is based on Markov random fields and Maximum a posteriori rule. Segmentation of an image is a challenging task especially in low contrast images, blurred images and noisy images. Most of the segmentation techniques are based only on the gray scale intensity of the image and yield poor… CONTINUE READING