DSM: A Deep Supervised Multi-Scale Network Learning for Skin Cancer Segmentation

DSM: A Deep Supervised Multi-Scale Network Learning for Skin Cancer Segmentation

The automatic segmentation of the skin lesion on dermoscopy images is an important step for diagnosing the melanoma. However, the skin lesion segmentation is still a challenging task due to the blur lesion border, low contrast between the skin cancer region and normal tissue background, and various...

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Bibliographic Details
Main Authors: Guokai Zhang, Xiaoang Shen, Sirui Chen, Lipeng Liang, Ye Luo, Jie Yu, Jianwei Lu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Skin cancer
dermoscopy image
deep supervised learning
multi-scale feature
conditional random field
Online Access:https://ieeexplore.ieee.org/document/8848426/

Internet

https://ieeexplore.ieee.org/document/8848426/

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