工作单位

中国科学技术大学先进技术研究院/中国科学技术大学信息科学技术学院

学位/职称

教授

办公室电话

0551-63600281

Email

zwxiong@ustc.edu.cn

教育背景

2006/09~2011/06，中国科学技术大学， 微软亚洲研究院，  博士

2002/09~2006/06，中国科学技术大学， 电子科学与技术系， 学士

研究方向

图像处理、计算机视觉和计算摄像学

任职经历

2016/9～至今， 中国科学技术大学， 教授，博士生导师

20011/07～2016/08，  微软亚洲研究院，研究员

获得荣誉、奖项

主持、参与项目

l 国家自然科学基金：深度光谱联合计算成像及其高维信息重建，主持

l 国家自然科学基金：全脑尺度神经环路快速三维显微成像与数据处理新技术，参与

l 国家重点研发计划：下一代深度学习理论、方法与关键技术，参与

l 国家重点研发计划：全海深视频采集、传输、处理技术研发及系统集成和示范应用，课题负责

论文、著作

1. Chang Chen, Zhiwei Xiong*, Xinmei Tian, Zheng-Jun Zha, Feng Wu, "Real-world image denoising with deep boosting", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), In press.

2. Chang Chen, Zhiwei Xiong*, Xinmei Tian, Zheng-Jun Zha, Feng Wu, "Camera lens super-resolution", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

3. Chang Chen, Zhiwei Xiong*, Xinmei Tian, Feng Wu, "Deep boosting for image denoising", European Conference on Computer Vision (ECCV), 2018.

4. Zhan Shi, Chang Chen, Zhiwei Xiong*, Dong Liu, Zheng-Jun Zha, Feng Wu, "Deep residual attention network for spectral image super-resolution", European Conference on Computer Vision Workshops (ECCVW), 2018. (Winner of PIRM Challenge on Spectral Image Super-Resolution)

5. Zhan Shi, Chang Chen, Zhiwei Xiong*, Dong Liu, Feng Wu, "HSCNN+: advanced CNN-based hyperspectral recovery from RGB images", IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2018. (Winner of NTIRE Challenge on Spectral Reconstruction from RGB Images)

6. Zhen Cheng, Zhiwei Xiong*, Dong Liu, "Light field super-resolution by jointly exploiting internal and external similarities", IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), In press.

7. Zhen Cheng, Zhiwei Xiong*, Chang Chen, Dong Liu, "Light field super-resolution: a benchmark", IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019.

8. Lizhi Wang, Zhiwei Xiong*, Guangming Shi, Wenjun Zeng, Feng Wu, "Simultaneous depth and spectral imaging with a cross-modal stereo system", IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT) 28(3): 812-817, 2018.

9. Zhiwei Xiong*, Lizhi Wang, Huiqun Li, Dong Liu, Feng Wu, "Snapshot hyperspectral light field imaging", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. [Dataset]

10. Dong Liu, Lizhi Wang, Li Li, Zhiwei Xiong, Feng Wu, Wenjun Zeng, "Pseudo-sequence-based light field image compression", IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2016. (Winner of Grand Challenge on Light-Field Image Compression)

11. Shenglong Zhou, Zhiwei Xiong*, Chang Chen, Xuejin Chen, Dong Liu, Yueyi Zhang, Zheng-Jun Zha, Feng Wu, "Fast and accurate electron microscopy image registration with 3D convolution", International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019.

12. Jie Zhao, Xuejin Chen, Zhiwei Xiong, Dong Liu, Junjie Zeng, Yueyi Zhang, Zheng-Jun Zha, Guoqiang Bi, Feng Wu, "Progressive learning for neuronal population reconstruction from optical microscopy images", International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019.

13. Meng Dong, Dong Liu, Zhiwei Xiong, Xuejin Chen, Yueyi Zhang, Zheng-Jun Zha, Guoqiang Bi, Feng Wu, "Instance segmentation from volumetric biomedical images without voxel-wise labeling", International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019.

14. Hao Wang, Qingyuan Zhu, Lufeng Ding, Yan Shen, Chao-Yu Yang, Fang Xu, Chang Shu, Yujie Guo, Zhiwei Xiong, et al., "Scalable volumetric imaging for ultrahigh-speed brain mapping at synaptic resolution", National Science Review, In press.

15. Puning Zhao, Zhiwei Xiong*, Dong Liu, Hao Wang, Chaoyu Yang, Lufeng Ding, Weiping Ding, Zheng-Jun Zha, Guoqiang Bi, Feng Wu, "Progressive tone mapping of brain images at single-neuron resolution", IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2017.

16. Lizhi Wang, Zhiwei Xiong*, Hua Huang, Guangming Shi, Feng Wu, Wenjun Zeng, "High-speed hyperspectral video acquisition by combining Nyquist and compressive sampling", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) 41(4): 857 - 870, 2019.

17. Lizhi Wang, Zhiwei Xiong*, Guangming Shi, Feng Wu, Wenjun Zeng, "Adaptive nonlocal sparse representation for dual-camera compressive hyperspectral imaging", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) 39(10): 2104-2011, 2017.

18. Lizhi Wang, Zhiwei Xiong, Guangming Shi, Wenjun Zeng, Feng Wu, "Compressive hyperspectral imaging with complementary RGB measurements", IEEE Conference on Visual Communications and Image Processing (VCIP), 2016. (Best Paper Award)

19. Lizhi Wang, Zhiwei Xiong, Dahua Gao, Guangming Shi, Wenjun Zeng, Feng Wu, "High-speed hyperspectral video acquisition with a dual-camera architecture", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

20. Lizhi Wang, Zhiwei Xiong*, Dahua Gao, Guangming Shi, Feng Wu, "Dual-camera design for coded aperture snapshot spectral imaging", Applied Optics 54(4): 848-858, 2015.

21. Zhiwei Xiong*, Yueyi Zhang, Feng Wu, Wenjun Zeng, "Computational depth sensing: toward high-performance commodity depth cameras", IEEE Signal Processing Magazine (SPM) 34(3): 55-68, 2017. (Feature article on the cover)

22. Pengyu Cong, Zhiwei Xiong*, Yueyi Zhang, Shenghui Zhao, Feng Wu, "Accurate dynamic 3D sensing with Fourier-assisted phase shifting", IEEE Journal of Selected Topics in Signal Processing (J-STSP) 9(3): 396–408, 2015.

23. Yueyi Zhang, Zhiwei Xiong, Zhe Yang, Feng Wu, "Real-time scalable depth sensing with hybrid structured light illumination", IEEE Transactions on Image Processing (T-IP) 23(1): 97-109, 2014.

24. Yueyi Zhang, Zhiwei Xiong*, Feng Wu, "Unambiguous 3D measurement from speckle-embedded fringe", Applied Optics 52(32): 7797-7805, 2013.

25. Zhe Yang, Zhiwei Xiong, Yueyi Zhang, Jiao Wang, Feng Wu, "Depth acquisition from density modulated binary patterns", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013. (Oral, acceptance rate 3.3%)

26. Mading Li, Jiaying Liu, Zhiwei Xiong, Xiaoyan Sun, Zongming Guo, "MARLow: a joint multiplanar autoregressive and low-rank approach for image completion", European Conference on Computer Vision (ECCV), 2016.

27. Zhiwei Xiong*, Dong Xu, Xiaoyan Sun, Feng Wu, "Example-based super-resolution with soft information and decision", IEEE Transactions on Multimedia (T-MM) 15(6): 1458-1465, 2013.

28. Zhiwei Xiong, Xiaoyan Sun, Feng Wu, "Robust web image/video super-resolution", IEEE Transactions on Image Processing (T-IP) 19(8): 2017-2028, 2010.

29. Zhiwei Xiong*, Xiaoyan Sun, Feng Wu, "Block-based image compression with parameter-assistant inpainting", IEEE Transactions on Image Processing (T-IP) 19(6): 1651-1657, 2010.

30. Zhiwei Xiong*, Xiaoyan Sun, Feng Wu, "Image hallucination with feature enhancement", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009.