Malaria parasite segmentation using U-Net: Comparative study of loss functions

The convolutional neural network is commonly used for classification. However, convolutional networks can also be used for semantic segmentation using the fully convolutional network approach. U-Net is one example of a fully convolutional network architecture capable of producing accurate segmentati...

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Bibliographic Details
Main Author: Julisa Bana Abraham
Format: Article
Language:English
Published: Komunitas Ilmuwan dan Profesional Muslim Indonesia 2019-12-01
Series:Communications in Science and Technology
Subjects:
Online Access:https://cst.kipmi.or.id/journal/article/view/128