Modified UNet++ with atrous spatial pyramid pooling for blood cell image segmentation

Modified UNet++ with atrous spatial pyramid pooling for blood cell image segmentation

Blood cell image segmentation is an important part of the field of computer-aided diagnosis. However, due to the low contrast, large differences in cell morphology and the scarcity of labeled images, the segmentation performance of cells cannot meet the requirements of an actual diagnosis. To addres...

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Bibliographic Details
Main Authors: Kun Lan, Jianzhen Cheng, Jinyun Jiang, Xiaoliang Jiang, Qile Zhang
Format: Article
Language:English
Published: AIMS Press 2023-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
cell
unet++
atrous spatial pyramid pooling
image segmentation
u-net
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023064?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023064?viewType=HTML

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