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...Administrative stuffs final project proposal due oct thursday tips for set up several milestones think about how you are going to evaluate demo is highly encouraged hw out tomorrow review image segmentation gestalt cues and principles of organization uses efficiency provide feature supports propose object regions want the segmented mean shift good general purpose method generally useful clustering tracking technique watershed hierarchical use in combination with boundary prediction slic achanta et al pami http infoscience epfl ch record files superpixel pdf initialize cluster centers on pixel grid steps s features lab color x y position move window smallest gradient compare each center within distance assign nearest recompute as fast regular superpixels pixels fit boundaries belonging may miss thin objects large number stop when residual error small today class examples missing data problems detecting outliers problem latent topic models background maximum likelihood estimation probabi...