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Vol. 3 No. 1 (2017)

Articles

Skin Lesion Segmentation using Deep Hypercolumn Descriptors

https://doi.org/10.15353/vsnl.v3i1.173

Published 2017-10-15

  • Dhanesh Ramachandram
    • ,
  • Graham W. Taylor

Abstract

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

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