English

Spatially Aware Melanoma Segmentation Using Hybrid Deep Learning Techniques

Computer Vision and Pattern Recognition 2017-03-02 v1

Abstract

In this paper, we proposed using a hybrid method that utilises deep convolutional and recurrent neural networks for accurate delineation of skin lesion of images supplied with ISBI 2017 lesion segmentation challenge. The proposed method was trained using 1800 images and tested on 150 images from ISBI 2017 challenge.

Keywords

Cite

@article{arxiv.1702.07963,
  title  = {Spatially Aware Melanoma Segmentation Using Hybrid Deep Learning Techniques},
  author = {M. Attia and M. Hossny and S. Nahavandi and A. Yazdabadi},
  journal= {arXiv preprint arXiv:1702.07963},
  year   = {2017}
}

Comments

ISIC2017

R2 v1 2026-06-22T18:28:32.882Z