Zhiwei Xiong (熊志伟)

Research Professor, PhD Advisor (特任研究员、博士生导师)

Dept. Electronic Engineering & Information Science (EEIS), University of Science and Technology of China (USTC)

Email: zwxiong AT ustc.edu.cn
Phone: (86) 551-63603627
Address: Dept. EEIS, P.O.Box 4, Hefei 230027, Anhui, China
Office: Room 1103, West Tower of Twin Buildings, West Campus of USTC


Brief

Zhiwei Xiong received his B.S. and Ph.D. degrees in Electronic Engineering from USTC in 2006 and 2011, respectively. He was a Researcher at Microsoft Research Asia (MSRA) from 2011 to 2016. He joined Dept. EEIS, USTC as a Research Professor in 2016. His research interests include computational imaging, inverse problems in computer vision, and visual data compression. He has authored or co-authored a dozen of papers in premium journals and conferences (e.g., SPM, T-PAMI, T-IP, T-CSVT, T-MM, J-STSP, Applied Optics, and CVPR), which receive more than 400 citations according to Google Scholar. He was awarded MSRA Fellowship 2009 and IEEE VCIP Best Reviewer 2013.


Selected Publications (*corresponding author)

[New] Computational imaging meets deep learning

  1. Zhiwei Xiong, Zhan Shi, Huiqun Li, Lizhi Wang, Dong Liu, Feng Wu, "HSCNN: CNN-based hyperspectral image recovery from spectrally undersampled projections", IEEE International Conference on Computer Vision Workshops (ICCVW), 2017.
  2. Chang Chen, Xinmei Tian, Zhiwei Xiong, Feng Wu, "UDNet: Up-down network for compact and efficient feature representation in image super-resolution", IEEE International Conference on Computer Vision Workshops (ICCVW), 2017.
  3. Zhiwei Xiong, Zhen Cheng, Jiayong Peng, Hanzhi Fan, Dong Liu, Feng Wu, "Light field super-resolution using internal and external similarities", IEEE International Conference on Image Processing (ICIP), 2017.
  4. Hanzhi Fan, Dong Liu, Zhiwei Xiong, Feng Wu, "Two-stage convolutional neural network for light field super-resolution", IEEE International Conference on Image Processing (ICIP), 2017.

Hyperspectral imaging

  1. 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.
  2. 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), In press.
  3. 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), In press.
  4. 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)
  5. 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.
  6. 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.

Depth sensing

  1. 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)
  2. Jiao Wang, Zhiwei Xiong*, Zekun Wang, Yikai Zhang, Feng Wu, "FPGA design and implementation of Kinect-like depth sensing", IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT) 26(6): 1175-1186, 2016.
  3. 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.
  4. 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.
  5. Yueyi Zhang, Zhiwei Xiong*, Feng Wu, "Unambiguous 3D measurement from speckle-embedded fringe", Applied Optics 52(32): 7797-7805, 2013.
  6. 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%)

Inpainting & Compression

  1. 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.
  2. 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)
  3. 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.

Super-resolution

  1. 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.
  2. Zhiwei Xiong, Xiaoyan Sun, Feng Wu, "Robust web image/video super-resolution", IEEE Transactions on Image Processing (T-IP) 19(8): 2017-2028, 2010.
  3. Zhiwei Xiong, Xiaoyan Sun, Feng Wu, "Image hallucination with feature enhancement", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009.

Last updated on August 23, 2017.