Hi, I'm Shuai Yang (杨 帅)

This is my personal website. I'm currently a Ph.D. candidate in the Institute of Computer Science & Technology of Peking University (ICST). I'm a member of the Spatial and Temporal Resolution Up Conversion Team (STRUCT) at ICST.

Experience

  • Ph.D. Candidate in Computer Science (09/2015 - present)
    Institute of Computer Science and Technology, Peking University
  • Bachelor’s Degree in Computer Science (09/2010 - 07/2015)
    School of Electronics Engineering and Computer Science, Peking University

Research

My interest mainly lies in low-level image processing, including:

My research projects are available at my project page.

Publications

Publications:

  • Shuai Yang, Jiaying Liu, Wenhan Yang, and Zongming Guo. "Context-Aware Unsupervised Text Stylization", Accepted by ACM Multimedia (ACM MM), Seoul, Korea, Oct. 2018. (oral)
    [pdf]
  • Jiaying Liu, Shuai Yang, Yuming Fang, and Zongming Guo. "Structure-Guided Image Inpainting Using Homography Transformation", Accepted by IEEE Transactions on Multimedia (TMM), April 2018.
    [pdf]
  • Shuai Yang, Gene Cheung, Jiaying Liu, and Zongming Guo. "Soft Decoding of Light Field Images Using POCS and Fast Graph Spectral Filters", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, AB, Canada, April 2018.
    [pdf]
  • Shuai Yang, Jiaying Liu, Yuming Fang, and Zongming Guo. "Joint-Feature Guided Depth Map Super-Resolution with Face Priors", IEEE Transactions on Cybernetics (TCYB), Vol.48, No.1, pp.399-411, Jan. 2018.
    [pdf] [project]
  • Shuai Yang, Jiaying Liu, Zhouhui Lian, and Zongming Guo. "Awesome Typography: Statistics-Based Text Effects Transfer", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, Jul. 2017.
    [pdf] [project]
  • Shuai Yang, Jiaying Liu, Sifeng Xia, and Zongming Guo. "1+N Fusion: Cascaded Self-Portrait Enhancement", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA, U.S., March. 2017. (oral)
    [pdf] [project]
  • Shuai Yang, Sijie Song, Qikun Guo, Xiaoqing Lu and Jiaying Liu. "Facial Depth Map Enhancement via Neighbor Embedding", Proc. of International Conference on Pattern Recognition (ICPR), Cancun, Mexico, Dec. 2016. (oral)
    [pdf]
  • Shuai Yang, Jiaying Liu, Sijie Song, Mading Li and Zongming Guo. "Structure-Guided Image Completion via Regularity Statistics", Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Shanghai, China, March. 2016.
    [pdf] [project]
  • 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. (oral)
    [pdf] [project]
  • Jiaying Liu, Wenhan Yang, Shuai Yang, Zongming Guo. "Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, June 2018.
    [pdf] [project]
  • Saboya Yang, Shuai Yang, Wenhan Yang, and Jiaying Liu. "Automatic Portrait Oil Painter: Joint Domain Stylization for Portrait Images", Accepted by Multimedia Tools and Applications (MTAP), 2017.
    [pdf]
  • Saboya Yang, Jiaying Liu, Wenhan Yang, Shuai Yang, and Chunpeng Li. "Soft Segmentation-Guided Bipartite Graph Image Stylization", IEEE International Conference on Image Processing (ICIP), Beijing, China, Sep. 2017.
    [pdf]
  • Saboya Yang, Jiaying Liu, Shuai Yang, Wenhan Yang and Zongming Guo. "Joint-Domain Unsupervised Stylization for Portraits", IEEE International Symposium on Circuits and Systems (ISCAS), Baltimore, MD, May 2017.
    [pdf]
  • Sifeng Xia, Shuai Yang, Jiaying Liu and Zongming Guo. "Novel Self-Portrait Enhancement via Multi-Photo Fusing", Proc. of Asia Pacific Signal and Information Processing Association (APSIPA), Jeju, Korea, Dec. 2016. (oral)
    [pdf] [project]
  • Saboya Yang, Jiaying Liu, Shuai Yang, Sifeng Xia and Zongming Guo. "Hierarchical Oil Painting Stylization with Limited Reference via Sparse Representation", Proc. of IEEE International Workshop on Multimedia Signal Processing (MMSP), Xiamen, China, Oct. 2015. (oral, Top 10% Paper Awards)
    [pdf] [project]
  • 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.
    [pdf]

Patents:

  • Shuai Yang, Jiaying Liu, Sifeng Xia, Zongming Guo. 图像拼接方法及装置, Chinese Patent Application, 201710134639.2. (Patent Pending).
  • Shuai Yang, Sifeng Xia, Jiaying Liu, Zongming Guo. 多张图片融合的方法及装置, Chinese Patent Application, 201710021329.X. (Patent Pending).
  • Shuai Yang, Jiaying Liu, Sijie Song, Zongming Guo. 深度图增强方法和深度图增强装置, Chinese Patent Application, 201611093936.9. (Patent Pending).
  • Shuai Yang, Jiaying Liu, Sijie Song, Zongming Guo. 基于偏移量的图像修复方法及装置, Chinese Patent Application, 201510340991.2. (Patent Pending).
  • Shuai Yang, Jiaying Liu, Mading Li, Qiaochu Li, Zongming Guo. 多边形检测方法和多边形检测装置, Chinese Patent Application, 201410193194.1. (Patent Pending).
  • Jiaying Liu, Shuai Yang, Zhouhui Lian, Zongming Guo. 一种基于多通道的艺术字生成方法及系统, Chinese Patent Application, 201810078035.5. (Patent Pending).
  • Wei Bai, Jiaying Liu, Shuai Yang, Zongming Guo. 一种图像风格化重建方法及装置, Chinese Patent Application, 201510379988.1. (Patent Pending).
  • Wenhan Yang, Jiaying Liu, Shuai Yang, Zongming Guo. 一种基于网络图像块检索的图像重建方法及系统, Chinese Patent Application, 201510633384.5. (Patent Pending).
  • Saboya Yang, Jiaying Liu, Shuai Yang, Zongming Guo. 一种基于Beta过程的图像风格化重建稀疏表示方法, Chinese Patent Application, 201510045335.X. (Patent Pending).
  • Jiaying Liu, Qiaochu Li, Mading Li, Shuai Yang,Zongming Guo. 图像处理装置和图像处理方法, Chinese Patent Application, 201410200267.5. (Patent Pending).

Awards:

  • Excellent Talents Award (卓越奖学金), Cooperative Medianet Innovation center, 2018.
  • Lee Wai Wing Scholarship (李惠荣奖学金), Peking University, 2017.
  • Merit Student (三好学生), Peking University, 2017.
  • CETC The 14th Research Institute Glarun Scholarship (国睿奖学金), Peking University, 2016.
  • Merit Student (三好学生), Peking University, 2016.
  • 网络新青年形象大使, Peking University, 2015.
  • 信科之星, EECS of Peking University, 2015.
  • Wang Xuan Scholarship (王选奖学金), ICST of Peking University, 2015.
  • Freshman Scholarship, ICST of Peking University, 2015.
  • Top 10 Distinguished Paper (十佳毕业论文), EECS of Peking University, 2015.
  • Founder Scholarship (方正奖学金), Peking University, 2014.
  • Tian Chuang Scholarship (天创奖学金), EECS of Peking University, 2013.

Art Gallery

Have some passions for drawing and art. On the way of being an amateur designer.

More selected art works are available at my art gallery page.

Contact


Email: williamyang AT pku.edu.com