Retinal vessel segmentation of color fundus images using multiscale convolutional neural network with an improved cross-entropy loss function
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.05.011
Abstract: Abstract Retinal vessel analysis of fundus images is an indispensable method for the screening and diagnosis of related diseases. In this paper, we propose a novel retinal vessel segmentation method of the fundus images based… read more here.
Keywords: fundus images; retinal vessel; segmentation; entropy loss ... See more keywords
MPCE: A Maximum Probability Based Cross Entropy Loss Function for Neural Network Classification
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2946264
Abstract: In recent years, multi-classifier learning is of significant interest in industrial and economic fields. Moreover, neural network is a popular approach in multi-classifier learning. However, the accuracies of neural networks are often limited by their… read more here.
Keywords: neural network; loss; entropy loss; cross entropy ... See more keywords