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- W1252806399 abstract "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 proposed approach is compared with the spatially variant finite mixture model for pixel labeling. The experimental results with synthetic and Berkeley dataset demonstrate that the proposed method is effective in improving the segmentation and it can be employed in different practical image content understanding applications. Keywords—Adaptive; Spatial; Mixture model; Segmentation ; Color." @default.
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- W1252806399 date "2010-01-25" @default.
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- W1252806399 title "Color Image Segmentation using Adaptive Spatial Gaussian Mixture Model" @default.
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