I am currently a Ph. D. student in the Institute of Computer Science & Technology of Peking University (ICST). I’m a member of the STRUCT group at the Institute of Computer Science and Technology.

Experiences

  • Ph. D. Condidate in Computer Science (09/2012 - present)
    Institute of Computer Science and Technology, Peking University
  • Bachelor’s Degree Major in Computer Science (09/2008 - 07/2012)
    School of Electronics Engineering and Computer Science, Peking University
  • Bachelor’s Degree Minor in Economy (09/2009 - 07/2012)
    National School of Development, Peking University

Research

My main interest lies in deep learning-based image and video processing including:

  • Image and video super-resolution
  • Real-time video processing
  • Bad weather restoration
  • Deep learning-based video coding

My research projects are available as follows:

HONORS

  • Outstanding Research Award, School of EECS, Peking University, 2017.
  • Excellent Talents Award, Cooperative Medianet Innovation Center, 2017.
  • Founder Scholarship, Founder, 2017.

Publications

Journal Papers

  • Wenhan Yang, Jiashi Feng, Guosen Xie, Jiaying Liu, Zongming Guo, and Shuicheng Yan. "Video Super-Resolution Based on Spatial-Temporal Recurrent Residual Networks", Accepted by Computer Vision and Image Understanding (CVIU), 2017.
  • Wenhan Yang, Jiashi Feng, Jianchao Yang, Fang Zhao, Jiaying Liu, Zongming Guo, and Shuicheng Yan. "Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution", Accepted by IEEE Trans. on Image Processing (TIP), 2017.
  • Wenhan Yang, Jiaying Liu, Mading Li, and Zongming Guo. "Isophote-Constrained Autoregressive Model with Adaptive Window Extension for Image Interpolation", Accepted by IEEE Trans. on Circuit System for Video Technology (TCSVT), Dec. 2016.
  • Jiaying Liu, Wenhan Yang, Xinfeng Zhang, and Zongming Guo. "Retrieval Compensated Group Structured Sparsity for Image Super-Resolution", IEEE Trans. on Multimedia (TMM), Vol.19, No.2, pp.302-216, Feb. 2017.
  • Guo-Sen Xie, Xu-Yao Zhang, Wenhan Yang, Mingliang Xu, Shuicheng Yan, and Cheng-Lin Liu. "LG-CNN: From local parts to global discrimination for fine-grained recognition", Pattern Recognition (PR), Vol.71, pp.118–131, Nov. 2017.
  • Yongqin Zhang, Jiaying Liu, Wenhan Yang and Zongming Guo. "Image Super-Resolution Based on Structure-Modulated Sparse Representation", IEEE Transactions on Image Processing (TIP), Vol.24, No.9, pp.2797-2810, May 2015.

Conference Papers

  • Wenhan Yang*, Shihong Deng*, Yueyu Hu, Junliang Xing, and Jiaying Liu. "Real-Time Deep Video SpaTial Resolution UpConversion SysTem (STRUCT++ Demo)", Accepted by ACM Multimedia (ACM MM), Silicon Valley, California, U.S., Oct. 2017. (*Equal contribution)
  • Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, and Shuicheng Yan. "Joint Rain Detection and Removal from a Single Image", Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, Jul. 2017.
  • Wenhan Yang, Jiaying Liu, Sifeng Xia, and Zongming Guo. "Variation Learning Guided Convolutional Network for Image Interpolation", Proc. of IEEE International Conference on Image Processing (ICIP), Beijing, China, September 2017.
  • Wenhan Yang, Jiaying Liu, Saboya Yang and Zongming Guo. "Image Super-Resolution via Group Structured Sparse Representation", Proc. of IEEE Visual Communications and Image Processing (VCIP), Singapore, Singapore, Dec. 2015.
  • Wenhan Yang, Jiaying Liu, Shuai Yang, Zongming Guo, "Novel Autoregressive Model Based on Adaptive Window-Extension and Patch-Geodesic Distance for Image Interpolation", Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brisbane, Australia, Apr. 2015.
  • Wenhan Yang, Jiaying Liu, Mading Li and Zongming Guo. "General Scale Interpolation Based on Fine-Grained Isophote Model With Consistency Constraint". Proc. of IEEE International Conference on Image Processing (ICIP), Paris, France, Oct. 2014.
  • Saboya Yang, Jiaying Liu, Wenhan Yang, and Shuai Yang. "Soft Segmentation-Guided Bipartite Graph Image Stylization", Accepted by IEEE International Conference on Image Processing (ICIP), Beijing, China, September 2017.
  • Saboya Yang, Jiaying Liu, Shuai Yang, Wenhan Yang, and Zongming Guo. "Joint-Domain Unsupervised Stylization for Portraits", Accepted by IEEE International Symposium on Circuits and Systems (ISCAS), Baltimore, MD, May 2017.
  • Shihong Deng, Jiaying Liu, Mading Li, Wenhan Yang and Zongming Guo. "General Scale Interpolation via Context-Aware Autoregressive Model and Multiplanar Constraint", Accepted by IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA, U.S., March. 2017.
  • Shihong Deng, Jiaying Liu, Mading Li, Wenhan Yang, Zongming Guo. "Autoregressive Image Interpolation via Context Modeling and Multiplanar Constraint", Proc of IEEE International Conference on Visual Communication and Image (VCIP), Chengdu, China, Nov. 2016.
  • Mading Li, Wenhan Yang, Sijie Song and Zongming Guo. "Error Concealment with Multiscale Patch Clustering and Low-Rank Minimization", Accepted by Asia Pacific Signal and Information Processing Association (APSIPA), Hong Kong, China, Dec. 2015.
  • Yanghao Li, Jiaying Liu, Wenhan Yang and Zongming Guo. "Multi-Pose Face Hallucination via Neighbor Embedding for Facial Components", Accepted by IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, Sep. 2015.
  • Qingyun Wang, Jiaying Liu, Wenhan Yang and Zongming Guo. "Adaptive Autoregressive Model With Window Extension via Explicit Geometry for Image Interpolation", Accepted by IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, Sep. 2015.
  • Shuai Yang, Jiaying Liu, Wenhan Yang and Zongming Guo. "Perspective Distorted Video Restoration and Stabilization For Mobile Devices", Proc. of IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), Chengdu, China, Jul. 2015.
  • Yongqin Zhang, Jiaying Liu, Wenhan Yang and Zongming Guo. "Image Super-Resolution Based on Structure-Modulated Sparse Representation", IEEE Transactions on Image Processing (TIP), Vol.24, No.9, pp.2797-2810, May 2015.
  • Yanghao Li, Jiaying Liu, Wenhan Yang and Zongming Guo. "Neighborhood Regression for Edge-Preserving Image Super-Resolution", Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brisbane, Australia, Apr. 2015.
  • Saboya Yang, Jiaying Liu, Wenhan Yang and Zongming Guo. "Sparse Representation Based Super Resolution Using Saliency and Edge Information". Proc. of Asia Pacific Signal and Information Processing Association (APSIPA), Siem Reap, Cambodia, Dec. 2014.

Contact Me

  • Email: yangwenhan@pku.edu.cn
  • Email: ywhlist150578209@gmail.com