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陈旭

2022-09-02  点击:[]

陈旭,博士,副教授,硕士生导师。2018年毕业于厦门大学获工学博士学位。2018-2021年在美国University of North Carolina at Chapel Hill从事博士后研究。现就职于华侨大学计算机科学与技术学院,主要研究方向为深度学习、医学图像处理。

 

研究方向:深度学习、医学图像处理

 

邮箱:chenxu@hqu.edu.cn

 

主持项目:

华侨大学高层次人才科研启动费项目(20221XD029),2022/06/01-2025/06/01,在研,主持。

 

代表性论文:

[1] Xu Chen, Mario J Pérez-Jiménez, Luis Valencia-Cabrera, Beizhan Wang, and Xiangxiang Zeng*. Computing with Viruses. Theoretical Computer Science, 623:146–159, 2016. (CCF B类,ESI高被引论文)

[2] Xu Chen, Zhihong Zhang*, Beizhan Wang, Guosheng Hu, Edwin Hancock. Recovering Variations in Facial Albedo from Low Resolution Images. Pattern Recognition, 74:373–384, 2018.(SCI一区, TOP期刊)

[3] Zhihong Zhang, Xu Chen(共同一作), Beizhan Wang*, Guosheng Hu, Wangmeng Zuo, Edwin R. Hancock. Face Frontalization using Appearance Flow based Convolutional Neural Network. IEEE Transactions on Image Processing, 28:2187-2199, 2018. (SCI一区,TOP期刊)

[4] Xu Chen, Zhihong Zhang*, Beizhan Wang, Lichi Zhang, Fei Shi, Xinjian Chen and Xiaoyi Jiang. A Graph-based Approach to Automated EUS Image Layer Segmentation and Abnormal Region Detection. Neurocomputing, 336:79-91, 2019. (JCR二区)

[5] Xu Chen, Chunfeng Lian, Li Wang, Hannah Deng, Steve H. Fung, Dong Nie, Kim-Han Thung, Pew-Thian Yap, Jaime Gateno, James J. Xia* and Dinggang Shen*. One-Shot Generative Adversarial Learning for MRI Segmentation of Craniomaxillofacial Bony Structures. IEEE Transactions on Medical Imaging, 39:787-796, 2020. (SCI一区,TOP期刊)

[6] Zhihong Zhang, Ruiyang Liang, Xu Chen*, Xuexin Xu, Guosheng Hu, Wangmeng Zuo, Edwin R.Hancock. Semi-Supervised Face Frontalization in the Wild. Transactions on Information Forensics & Security, vol. 16, pp. 909-922, 2021. (SCI一区,TOP期刊)

[7] Xu Chen, Chunfeng Lian, Pew-Thian Yap, Li Wang, Hannah Deng, Tianshu Kuang, Steve H. Fung, Jaime Gateno, James J. Xia* and Dinggang Shen*. Anatomy-Regularized Representation Learning for Cross-Modality Medical Image Segmentation. IEEE Transactions on Medical Imaging, 28:2187–2199, 2020. (SCI一区,TOP期刊)

[8] Xu Chen, Chunfeng Lian, Li Wang, Hannah Deng, Tianshu Kuang, Steve H. Fung, Jaime Gateno, Dinggang Shen, James J. Xia* and Pew-Thian Yap*. Diverse Data Augmentation for Learning Image Segmentation with Cross-Modality Annotations. Medical Image Analysis, vol. 71, pp. 102060, 2021. (SCI一区,TOP期刊)

[9] Xu Chen, Tianshu Kuang, Hannah Deng, Steve H. Fung, Jaime Gateno, James J. Xia* and Pew-Thian Yap*. Dual Adversarial Attention Mechanism for Unsupervised Domain Adaptive Medical Image Segmentation. IEEE Transactions on Medical Imaging, 2022, doi: 10.1109/TMI.2022.3186698. (SCI一区,TOP期刊)

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