Lightweight encoder-decoder model for automatic skin lesion segmentation

Accurate skin lesion segmentation (SLS) is an important step in computer-aided diagnosis of melanoma. Automatic detection of skin lesions in dermoscopy images is challenging because of the presence of artifacts and as lesions can have heterogeneous texture, color, and shape with fuzzy or indistinct...

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Principais autores:	Adi Wibowo, Satriawan Rasyid Purnama, Panji Wisnu Wirawan, Hanif Rasyidi
格式:	Artigo
語言:	Inglês
出版:	Elsevier 2021-01-01
叢編:	Informatics in Medicine Unlocked
主題:	Skin lesion segmentation Encoder-decoder MobileNet U-net Random augmentation Stochastic weight averaging
在線閱讀:	http://www.sciencedirect.com/science/article/pii/S2352914821001295
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