A deep fully residual convolutional neural network for segmentation in EM images

DOI10.1142/S0219691320500071zbMath1455.68236MaRDI QIDQ5117159

Ziqi Zhu, Song Xiang, Juanjuan He

Publication date: 20 August 2020

Published in: International Journal of Wavelets, Multiresolution and Information Processing (Search for Journal in Brave)

zbMATH Keywords

computed tomographyimage segmentationelectron microscopyU-netResNet

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Computing methodologies for image processing (68U10) Biomedical imaging and signal processing (92C55)

Uses Software

• RMSprop
• Adam
• U-Net
• Inception-v4

Cites Work

• Kernel Learning for Dynamic Texture Synthesis
• Weighted Level Set Evolution Based on Local Edge Features for Medical Image Segmentation

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