Unsupervised Domain Adaptation with Self-selected Active Learning for Cross-domain OCT Image Segmentation

Mapping Intimacies ◽

10.1007/978-3-030-92270-2_50 ◽

2021 ◽

pp. 585-596

Author(s):

Xiaohui Li ◽

Sijie Niu ◽

Xizhan Gao ◽

Tingting Liu ◽

Jiwen Dong

Keyword(s):

Image Segmentation ◽

Active Learning ◽

Domain Adaptation ◽

Unsupervised Domain Adaptation ◽

Cross Domain ◽

Oct Image

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Scale variance minimization for unsupervised domain adaptation in image segmentation

Pattern Recognition ◽

10.1016/j.patcog.2020.107764 ◽

2021 ◽

Vol 112 ◽

pp. 107764

Author(s):

Dayan Guan ◽

Jiaxing Huang ◽

Shijian Lu ◽

Aoran Xiao

Keyword(s):

Image Segmentation ◽

Domain Adaptation ◽

Variance Minimization ◽

Unsupervised Domain Adaptation

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Bidirectional cross-modality unsupervised domain adaptation using generative adversarial networks for cardiac image segmentation

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2021.104726 ◽

2021 ◽

pp. 104726

Author(s):

Hengfei Cui ◽

Chang Yuwen ◽

Lei Jiang ◽

Yong Xia ◽

Yanning Zhang

Keyword(s):

Image Segmentation ◽

Domain Adaptation ◽

Generative Adversarial Networks ◽

Unsupervised Domain Adaptation ◽

Cardiac Image ◽

Adversarial Networks ◽

Cardiac Image Segmentation

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Cross-Domain Graph Convolutions for Adversarial Unsupervised Domain Adaptation

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3122899 ◽

2021 ◽

pp. 1-12

Author(s):

Ronghang Zhu ◽

Xiaodong Jiang ◽

Jiasen Lu ◽

Sheng Li

Keyword(s):

Domain Adaptation ◽

Unsupervised Domain Adaptation ◽

Cross Domain

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A multi-task unsupervised domain adaptation network for medical image segmentation

10.1117/12.2611637 ◽

2021 ◽

Author(s):

Yuejing Shi ◽

Fan Zhu ◽

Yan Peng ◽

Zhen Ye ◽

Chaozheng Zhou

Keyword(s):

Image Segmentation ◽

Medical Image ◽

Domain Adaptation ◽

Medical Image Segmentation ◽

Unsupervised Domain Adaptation

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Unsupervised Domain Adaptation of ConvNets for Medical Image Segmentation via Adversarial Learning

Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-030-13969-8_5 ◽

2019 ◽

pp. 93-115

Author(s):

Qi Dou ◽

Cheng Chen ◽

Cheng Ouyang ◽

Hao Chen ◽

Pheng Ann Heng

Keyword(s):

Image Segmentation ◽

Medical Image ◽

Domain Adaptation ◽

Medical Image Segmentation ◽

Adversarial Learning ◽

Unsupervised Domain Adaptation

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Semantic Consistent Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation

10.1007/978-3-030-87199-4_19 ◽

2021 ◽

pp. 201-210

Author(s):

Guodong Zeng ◽

Till D. Lerch ◽

Florian Schmaranzer ◽

Guoyan Zheng ◽

Jürgen Burger ◽

...

Keyword(s):

Image Segmentation ◽

Medical Image ◽

Domain Adaptation ◽

Medical Image Segmentation ◽

Unsupervised Domain Adaptation

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Connecting the dots without clues: Unsupervised domain adaptation for cross-domain visual classification

2015 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2015.7351556 ◽

2015 ◽

Cited By ~ 1

Author(s):

Wei-Yu Chen ◽

Tzu-Ming Harry Hsu ◽

Cheng-An Hou ◽

Yi-Ren Yeh ◽

Yu-Chiang Frank Wang

Keyword(s):

Domain Adaptation ◽

Visual Classification ◽

Unsupervised Domain Adaptation ◽

Cross Domain ◽

Connecting The Dots

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Cross-domain Network Traffic Classification Using Unsupervised Domain Adaptation

2020 International Conference on Information Networking (ICOIN) ◽

10.1109/icoin48656.2020.9016470 ◽

2020 ◽

Author(s):

Dongpu Li ◽

Qifeng Yuan ◽

Tan Li ◽

Shuangwu Chen ◽

Jian Yang

Keyword(s):

Network Traffic ◽

Domain Adaptation ◽

Traffic Classification ◽

Unsupervised Domain Adaptation ◽

Cross Domain ◽

Network Traffic Classification

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Data Efficient Unsupervised Domain Adaptation For Cross-modality Image Segmentation

Lecture Notes in Computer Science - Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 ◽

10.1007/978-3-030-32245-8_74 ◽

2019 ◽

pp. 669-677 ◽

Cited By ~ 13

Author(s):

Cheng Ouyang ◽

Konstantinos Kamnitsas ◽

Carlo Biffi ◽

Jinming Duan ◽

Daniel Rueckert

Keyword(s):

Image Segmentation ◽

Domain Adaptation ◽

Unsupervised Domain Adaptation

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OLVA: Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation

10.1007/978-3-030-87199-4_25 ◽

2021 ◽

pp. 261-271

Author(s):

Dawood Al Chanti ◽

Diana Mateus

Keyword(s):

Image Segmentation ◽

Medical Image ◽

Domain Adaptation ◽

Medical Image Segmentation ◽

Unsupervised Domain Adaptation ◽

Latent Vector

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