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The image segmentation based on 2D histogram which considered gray information as well as spatial neighbor information between pixels of an image, was an efficient image segmentation method yet requires a large amount of computing time. By convergence analysis and simulation, the optimal value to study factor of second-order oscillating particle swarm optimization (SOPSO) algorithm was proposed firstly...
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