The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN

Author:

Yan Wenjun,Wang Yuanyuan,Gu Shengjia,Huang Lu,Yan Fuhua,Xia Liming,Tao Qian

Publisher

Springer International Publishing

Reference11 articles.

1. Long, J., Shelhamer, E., Darrell, T.: Fully convolutional networks for semantic segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 39(4), 640–651 (2014)

2. Lecture Notes in Computer Science;X Yang,2017

3. Badrinarayanan, V., Kendall, A., Cipolla, R.: SegNet: a deep convolutional encoder-decoder architecture for image segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 39(12), 2481–2495 (2017)

4. Szegedy, C., et al.: Intriguing properties of neural networks. CoRR, arXiv:1312.6199 (2013)

5. Tzeng, E., Hoffman, J., Saenko, K., Darrell, T.: Adversarial discriminative domain adaptation. In: Computer Vision and Pattern Recognition (2017)

Cited by 64 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. IDAA-NET: An Image Domain Adaptive Alignment Network for Unsupervised Liver Vessel Segmentation from CTA Images;2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM);2023-12-05

2. Effects of MRI scanner manufacturers in classification tasks with deep learning models;Scientific Reports;2023-10-05

3. EDRL: Entropy-guided disentangled representation learning for unsupervised domain adaptation in semantic segmentation;Computer Methods and Programs in Biomedicine;2023-10

4. A comprehensive review of generative adversarial networks: Fundamentals, applications, and challenges;WIREs Computational Statistics;2023-08-02

5. Study on recognition technology of QR code superimposed on images using GAN;2023 7th International Conference on Imaging, Signal Processing and Communications (ICISPC);2023-07-21

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3