Image pre-processing of icing transmission line based on fuzzy clustering
by Wang Jing; Zhang Hongbo; Han Ming; Yang Zhengyan
International Journal of Intelligent Systems Technologies and Applications (IJISTA), Vol. 17, No. 4, 2018

Abstract: Propose a kind of electric transmission lines icing image segmentation algorithm based on quick bi-circulating level set to improve effect of electric transmission lines icing image segmentation algorithm. First, carry out pre-treatment to greying of electric transmission lines icing image and decrease noise influence in image; second, improve fuzzy c mean value clustering algorithm and propose SPKFCM algorithm by increasing space penalty function, which is used for automatic initialisation of quick bi-circulating level set algorithm; finally, it is shown that proposed algorithm has better segmentation effect and segmentation efficiency by experiment contrast on electric transmission lines icing image.

Online publication date: Mon, 01-Oct-2018

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