n 个人简介:陈旭,博士,副教授,硕士生导师。2018年毕业于厦门大学并获工学博士学位。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。
n 论文成果:
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)
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. (CCF A类,SCI一区)
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.(SCI二区)
5. Xu Chen, Chunfeng Lian, Li Wang, Hannah Deng, Steve H. Fung, Dong Nie, KimHan 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)
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)
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*. AnatomyRegularized Representation Learning for Cross-Modality Medical Image Segmentation. IEEE Transactions on Medical Imaging, 28:2187–2199, 2020.(JCR一区)
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)
9. Xu Chen, Tianshu Kuang, Hannah Deng, Steve H. Fung, Jaime Gateno, James J. Xia*, Pew-Thian Yap*, Dual Adversarial Attention Mechanism for Unsupervised Domain Adaptive Medical Image Segmentation. IEEE Transactions on Medical Imaging, vol. 41, no. 11, pp. 3445-3453, 2022.(SCI一区)
n 主持项目:
国家自然科学基金面上项目(62276105) 2023-2026 53万
厦门市自然科学基金面上项目(3502Z20227193) 2022-2025 8万
华侨大学高层次人才科研启动项目(20221XD029)2022-2025 10万
个人主页:https://faculty.hqu.edu.cn/CX123456/zh_CN/index/212782/list/index.htm