Dense pooling layers in fully convolutional network for skin lesion segmentation

Ebrahim Nasr-Esfahani,Shima Rafiei,Mohammad H. Jafari,Nader Karimi,James S. Wrobel,Shadrokh Samavi,S.M. Reza Soroushmehr

Computerized Medical Imaging and Graphics（2019）

引用 39|浏览2

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摘要

•Producing dense feature maps and eliminating the need for a decoder phase to reconstruct missing features.•Designing a network that is as fast as FCN and outperforms state-of-the-art methods.•Segmenting skin lesions for melanoma detection accurately.

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关键词

Skin cancer,Melanoma,Deep neural networks,Dense pooling layer

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