Skin Lesion Segmentation using Deep Hypercolumn Descriptors

  • Ramachandram D
  • Taylor G
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Abstract

We present a image segmentation method based on deep hypercolumndescriptors which produces state-of-the-art results for thesegmentation of several classes of benign and malignant skin lesions.We achieve a Jaccard index of 0.792 on the 2017 ISIC SkinLesion Segmentation Challenge dataset.

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Ramachandram, D., & Taylor, G. W. (2017). Skin Lesion Segmentation using Deep Hypercolumn Descriptors. Journal of Computational Vision and Imaging Systems, 3(1). https://doi.org/10.15353/vsnl.v3i1.173

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