Segmentation of White Blood Cells Based on CBAM-DC-UNet

Author:

Li Dongming1,Yin Shiyu1ORCID,Lei Yu1,Qian Jingning2,Zhao Chunxi3,Zhang Lijuan4ORCID

Affiliation:

1. School of Information Technology, Jilin Agricultural University, Changchun, China

2. Faculty of Engineering and Information Technology (FEIT), The University of Melbourne, Carlton, VIC, Australia

3. Information Center, Jilin Agricultural University, Changchun, China

4. College of Computer Science and Engineering, Changchun University of Technology, Changchun, China

Funder

National Natural Science Foundation of China Youth Science Foundation Project

Scientific Research Project of Jilin Provincial Department of Education

Project of Jilin Provincial Environmental Protection Department

Scientific Research Project of Jilin Provincial Department of Ecology and Environment

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference33 articles.

1. Rethinking atrous convolution for semantic image segmentation;chen;arXiv 1706 05587,2017

2. DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

3. RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation

4. Encoder–decoder with atrous separable convolution for semantic image segmentation;chen;Proc Eur Conf Comput Vis (ECCV),2018

5. Adam: A method for stochastic optimization;kingma;arXiv 1412 6980,2014

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