Color Image Segmentation using Adaptive Spatial Gaussian Mixture Model

@inproceedings{Sujaritha2009ColorIS,
  title={Color Image Segmentation using Adaptive Spatial Gaussian Mixture Model},
  author={M. Sujaritha and Sathya Annadurai},
  year={2009}
}
An adaptive spatial Gaussian mixture model is proposed for clustering based color image segmentation. A new clustering objective function which incorporates the spatial information is introduced in the Bayesian framework. The weighting parameter for controlling the importance of spatial information is made adaptive to the image content to augment the smoothness towards piecewisehomogeneous region and diminish the edge-blurring effect and hence the name adaptive spatial finite mixture model. The… CONTINUE READING