Effective Melanoma Recognition Using Deep Convolutional Neural Network with Covariance Discriminant Loss

Effective Melanoma Recognition Using Deep Convolutional Neural Network with Covariance Discriminant Loss

Melanoma recognition is challenging due to data imbalance and high intra-class variations and large inter-class similarity. Aiming at the issues, we propose a melanoma recognition method using deep convolutional neural network with covariance discriminant loss in dermoscopy images. Deep convolutiona...

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Bibliographic Details
Main Authors: Lei Guo, Gang Xie, Xinying Xu, Jinchang Ren
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Sensors
Subjects:
melanoma recognition
embedding loss
covariance discriminant loss
deep convolutional neural network
dermoscopy image
Online Access:https://www.mdpi.com/1424-8220/20/20/5786

Internet

https://www.mdpi.com/1424-8220/20/20/5786

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