吴锡,工学博士,二级教授;
Email: wuxi@cuit.edu.cn;
科研和研究生招生方向:
1、图像处理与计算成像;
2、人工智能与认知计算;
3、智慧气象与数值天气计算;
个人简介:
现任必赢bwin线路检测中心副校长兼必赢bwin线路检测中心院长,四川省数值天气计算工程技术研究中心主任,四川省图形图像与空间信息2011协同创新中心执行副主任,必赢bwin线路检测中心图像与视觉国际联合研究中心中方主任。主要研究方向为:图像分析与计算成像,高性能与并行分布式计算,智慧气象与数值天气计算。目前是四川省青城计划入选者,四川省青年科技奖获得者,四川省杰出学术技术带头人基金获得者,四川省学术技术带头人后备人选,四川省计算机学会副理事长,ACM中国计算机教育分会常务理事。
吴锡博士2012年获得信息与通信工程博士学位,由四川大学和美国范德比特大学(Vanderbilt University)联合培养,2008-2010在美国范德比特大学图像科学研究所(VUIIS, Vanderbilt University Institute of Imaging Science, Vanderbilt University)从事弥散磁共振计算成像研究,2011-2012在英国牛津大学脑功能磁共振图像研究中心(FMRIB, Oxford Centre for Functional MRI of the Brain, University of Oxford)从事高维图像计算建模研究。吴锡博士于2006年和2003年硕士和本科分别毕业于电子科技大学和四川大学。
吴锡博士承担和参与包括国家重点研发计划、国家自然科学基金面上在内科研项目20余项,累计科研经费1000余万元,发表学术论文100余篇,其中SCI检索50余篇,授权发明专利11项。
吴锡博士积极从事工程教育国际化,是国际CDIO工程教育组织唯一来自亚洲的议会委员,是第十一届CDIO国际会议(CDIO2015)的本地主席。
目前承担科研项目:
1. 国家自然科学基金面上项目,“面向大气数据的物理引导深度学习研究”,(42075142)。
2. 国家重点研发计划“全球变化与应对”重点专项,“融合大数据和人工智能技术创新模式发展方法研究”,课题负责人。
3. 智慧气象四川省青年科技创新研究团队,“基于人工智能的精准气象数值预报系统研发”,团队负责人。
4. 国家重点研发计划“重大自然灾害监测预警与防范”重点专项,“基于非结构网格的天气-气候一体化模式动力框架研发”(2017YFC1502200),子课题负责人。
5. 四川省杰出青年学术技术带头人基金,“白质通路功能信息计算成像研究”(2017JQ0030)。
目前授课:
“数字图像处理”,本科/研究生
“操作系统原理”,本科生
近5年发表论文(*为通信作者):
1. Shen Zhao,Xi Wu*, Bo Chen, Shuo Li. Automatic Vertebrae Recognition from Arbitrary Spine MRI images by a Category Consistent Self-calibration Detection Framework.Medical Image Analysis. 2020 ,101826 (SCI IF 11.148 )
2. Ting Wang, D Mitchell Wilkes, Muwei Li,Xi Wu*, John C Gore, Zhaohua Ding. Hemodynamic Response Function in Brain White Matter in a Resting State.Cerebral Cortex Communications. 2020
3. Shen Zhao, Bin Chen, Heyou Chang,Xi Wu, and Shuo Li. Discriminative Dictionary-embedded Network for Comprehensive Vertebrae Tumour Diagnosis,MICCAI 2020.(清华大学B类).
4. Jing Hu, Ziwei Luo, Youbing Yin, Kunlin Cao, Qi Song, Siwei Lyu, Xin Wang,Xi Wu*. End-to-end multimodal image registration via reinforcement learning.Medical Image Analysis. 2020 (SCI IF 11.148 )
5. Zhipeng Yang, Xiaojie Li, Jiliu Zhou,Xi Wu, Zhaohua Ding. Functional clustering of whole brain white matter fibers.Journal of Neuroscience Methods. 2020, 335: 108626. (SCI三区,IF 2.785)
6. Shen Zhao,Xi Wu*, Bo Chen, Shuo Li. Automatic Spondylolisthesis Grading from MRIs across modalities using Faster Adversarial Recognition Network. Medical Image Analysis. 2019,58,101533. (SCI二区IF 8.880 )
7. Zongqing Ma,Xi Wu, Xin Wang, Qi Song, Youbing Yin, Kunlin Cao, Yan Wang, Jiliu Zhou*. An iterative multi‐path fully convolutional neural network for automatic cardiac segmentation in cine MR images. Medical Physics. 2019 (SCI三区IF 3.177)
8. Zhenjie Gao, An Feng*, Xinyu Song,Xi Wu. Target-Dependent Sentiment Classification With BERT.IEEE Access. 2019,7:154290-154299. (SCI二区IF 4.098)
9. Shuang Zhou, Evgueni Smirnov, Gijs Schoenmakers, Ralf Peeters,Xi Wu. Conformal Feature-Selection Wrappers and Ensembles for Negative-Transfer Avoidance.Neurocomputing. 2019 ,397:309-319.(SCI二区IF 4.072)
10. Jinrong Hu, Shanhui Sun, Shuang Zhou, Xin Wang, Ying Fu, Jiliu Zhou, Kunling Cao, Qi Song,Xi Wu*. Towards Accurate and Robust Multi-modal Medical Image Registration using Contrastive Metric Learning. IEEE Access. 2019,7:132816-132827. (SCI二区IF 4.098)
11. Shen Zhao,Xi Wu*, Bo Chen, Shuo Li. Automatic Vertebrae Recognition from Arbitrary Spine MRI images by a Hierarchical Self-calibration Detection Framework,MICCAI 2019.(清华大学B类)
12. Chaoyang Xia, Xiaojie Li, Xin Wang, Bin Kong, Yucheng Chen, Youbing Yin, Kunlin Cao, Qi Song, Siwei Lyu, andXi Wu*A Multi-modal Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information,MICCAI 2019.(清华大学B类)
13. Zongqing Ma, Shuang Zhou,Xi Wu, Heye Zhang, Weijie Yan, Shanhui Sun and Jiliu Zhou*. Nasopharyngeal carcinoma segmentation based on enhanced convolutional neural networks using multi-modal metric learning.Physics in Medicine & Biology. 2019, 64, 025005. (SCI三区IF 3.03)
14. Shanhui Sun, Jing Hu, Mingqing Yao, Jinrong Hu, Xiaodong Yang, Qi Song andXi Wu*.Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning.ACCV 2018
15. Xinguo Wang,Xi Wu*, Xinming Zhang, Yingchang Liang. An energy-efficient network-wide broadcast protocol for asynchronous wireless sensor networks.IEEE wireless communication letters. 2018 (SCI IF 1.291)
16. Liu Chang,Wu Xi*, Yu Xi, Tang Yuanyan, Zhang Jian, Zhou Jiliu. Fusing multi-scale information in convolution network for MR image super-resolution reconstruction.Biomedical Engineering Online. 2018 (SCI IF 1.414)
17. Le Dong, Ling He, Mengdie Mao, Gaipeng Kong,Xi Wu, Qianni Zhang, Xiaochun Cao, Ebroul Izquierdo。CUNet: A Compact Unsupervised Network For Image Classification.IEEE Transactions on Multimedia. 2018, 20(8); 2012-2021.
18. Yan Wang, Guangkai Ma,Xi Wu, Jiliu Zhou. Patch-based label fusion with structured discriminant embedding for Hippocampus Segmentation.Neuroinformatics. 2018 (SCI IF 3.200, CCF B类)
19. Jing Hu,Xi Wu* , Jiliu Zhou. Noise robust single image super-resolution using a multiscale image pyramid.Signal Processing. 2018(148):157-171. (SCI二区IF 4.086,CCF C类)
20. Xun Yang, Jin Liu, Yaming Meng, Mingrui Xia, Zaixu Cui,Xi Wu, Xinyu Hu, Wei Zhang, Gaolang Gong, Qiyong Gong, John A. Sweeney, Yong He. Network analysis reveals disrupted functional brain circuitry in drug-naive social anxiety disorder.NeuroImage, 2018. (SCI IF 5.463)
21. Yan Wang, Chen Zu, Zongqing Ma, Yong Luo, Kun He,Xi Wu*,Jiliu Zhou. Patch-wise label propagation for MR brain segmentation based on multi-atlas images.Multimedia Systems.2017 (SCI IF 2.207,CCF C类)
22. Yan Wang, Chen Zu, Zongqing Ma, Yong Luo, Kun He,Xi Wu*; Jiliu Zhou. Automatic segmentation with Deep Convolutional Neural Networks for radiotherapy applications.Neural Processing Letters.2017(SCI IF 1.620,CCF C类)
23. Zhipeng Yang, Peiyu He, Jiliu Zhou, Zhaohua Ding,Xi Wu*. Functional Informed Fiber Tracking Using Combination of Diffusion and Functional MRI. IEEE Transaction on Biomedical Engineering. 2018(SCI IF 3.577)
24. Xi Wu, Ting Wang, Chang Liu, Tao Wu, Jiefeng Jiang, Dong Zhou, Jiliu Zhou*. The functions of the learning rate in adaptive reward learning. Frontiers in Human Neuroscience.2017, 11:592(SCI IF 3.209)
25. Xiaojie Li,Xi Wu (Joint first author), Jiancheng Lv, Jia He, Jianping Gou, Mao Li. Automatic Detection of Boundary Point Based on Local Geometrical Measures.Soft Computing. 2017,1-12.(SCI IF 2.472,CCF C类)
26. Xingguo Wang,Xi Wu*,Xinming Zhang. Optimizing Opportunistic Routing in Asynchronous Wireless Sensor Networks.IEEE Communications Letters, 2017 (SCI IF 1.291)
27. Zhipeng Yang, Peiyu He, Jiliu Zhou,Xi Wu*. Non-Local Diffusion Weighted Image Super-Resolution Using Collaborative Joint Information.Experimental and Therapeutic Medicine,2017 (SCI IF 1.280)
28. Jing Hu,Xi Wu, Jiliu Zhou*. Second-order regression-based MR image upsampling.Computational and Mathematical Methods in Medicine. 2017, 6462832.(SCI IF 0.887)
29. Xi Wu, Zhipeng Yang, Stephen Bailey, Jiliu Zhou, Laurie Cutting, John Gore, Zhaohua Ding. Functional Connectivity and Activity of White Matter in Somatosensory Pathways under Tactile Stimulations. NeuroImage. 2017.,152(15):371-380. (SCI IF 5.463)
30. Xiaojie Li, Jiancheng Lv,Xi Wu, Xin Yu. A Semi-supervised Manifold Alignment Algorithm and an Evaluation Method Based on Local Structure Preservation. Neurocomputing. 2017,224:195-203. (SCI IF 3.317,CCF C类)