People

Jian Zhang

Postdoctoral Fellows
Postdoctoral Fellow​

Research Interests

  • Deep Learning 
  • Image and Video Restoration: Denoising, Inpainting, Deblurring, Deblocking, Super-resolution
  • Compressive Sensing, Sparse Representation and Dictionary Learning
  • Image and Video Compression
  • Convex and Non-convex Optimization

Selected Publications

  • Jian Zhang, Ruiqin Xiong, Chen Zhao, Yongbing Zhang, Siwei Ma, Wen Gao, CONCOLOR: COnstrained Non-COnvex LOw-Rank Model for Image Deblocking, IEEE Transactions on Image Processing (TIP), vol. 25, no. 3, pp. 1246-1259, Mar. 2016.
  • Jian Zhang, Debin Zhao, Wen Gao, Group-based Sparse Representation for Image Restoration, IEEE Transactions on Image Processing (TIP), vol. 23, no. 8, pp. 3336-3351, Aug. 2014.
  • Jian Zhang, Debin Zhao, Ruiqin Xiong, Siwei Ma, Wen Gao, Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain, IEEE Transactions on Circuits Systems and Video Technology (TCSVT), vol. 24, no. 6, pp. 915-928, Jun. 2014.

Education

  • ​​Ph. D. Degree in Technology of Computational Application, Harbin Institute of Technology (HIT), Sep. 2009 ~ Jul. 2014
  • M. E. Degree in Computer Science and Technology, Harbin Institute of Technology (HIT), Sep. 2007 ~ Jul. 2009
  • B. S. Degree in Applied Mathematics, Harbin Institute of Technology (HIT), Sep. 2003 ~ Jul. 2007​​

Awards

  • ​Best Student Paper Award at international conference on IEEE Visual Communications and Image Processing (VCIP) 2015
  • Excellent Ph.D. Thesis Award, Harbin Section, ACM China 2015
  • Excellent Ph.D. Thesis Award, Harbin Institute of Technology 2015
  • National Scholarship, Harbin Institute of Technology (HIT) 2012
  • Best Paper Award at international conference on IEEE Visual Communications and Image Processing (VCIP) 2011​​​