A Fuzzy Cluster and Retinex Theory-based Variation Model for Inhomogenous Image Segmentation |
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Authors: | SUN Meng-xuan LUO Qun-nv MIN Li-hua FENG Can 孙梦轩 冯灿 |
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Abstract: | A variational inhomogeneous image segmentation model based on fuzzy membership functions and Retinex theory is proposed by introducing the fuzzy membership function.The existence of the solution of the proposed model is proved theoretically.A valid algorithm is designed to make numerical solution of the model under the framework of alternating minimization.The last experimental results show that the model can make segmentation of the real image with intensity inhomogeneity effectively. |
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Keywords: | image segmentation intensity inhomogeneity fuzzy membership Retinex theory alter-nating minimization |
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