In this paper, a generic framework for skin lesion segmentation based on Interactive Evolutionary Computation (IEC) is presented. In this method, a set of segmentation parameters is interactively optimised to produce quality segmentation of skin lesion. Extensive experimental evaluation is carried out on a public dataset of 200 dermoscopic images. The performance of the proposed method is compared to several state-of-the-art techniques in skin lesion segmentation. The results show that the proposed method is superior in providing better segmentation performance.
CITATION STYLE
Ooi, W. S., Khoo, B. E., & Lim, C. P. (2019). An interactive evolutionary multi-objective approach to skin lesion segmentation. In Lecture Notes in Electrical Engineering (Vol. 547, pp. 641–647). Springer Verlag. https://doi.org/10.1007/978-981-13-6447-1_81
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