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Image segmentation
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==== Disadvantages of MAP and EM based image segmentation ==== # Exact MAP estimates cannot be easily computed. # Approximate MAP estimates are computationally expensive to calculate. # Extension to multi-class labeling degrades performance and increases storage required. # Reliable estimation of parameters for EM is required for global optima to be achieved. # Based on method of optimization, segmentation may cluster to local minima.
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