I am Sifeng Xia, currently a master 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
- Master Candidate in Computer Science (09/2017 - present)
Institute of Computer Science and Technology, Peking University - Bachelor's Degree in Computer Science (09/2013 - 07/2017)
School of Electronics Engineering and Computer Science, Peking University
Research
My main interest lies in image/video processing, including:
- Image Enhancement and Restoration
- Video Coding
Publications
- Sifeng Xia, Wenhan Yang, Jiaying Liu, and Zongming Guo. "Dual Recovery Network with Online Compensation for Image Super-Resolution", Accepted by IEEE International Symposium on Circuits and Systems (ISCAS), May 2018.
- Sifeng Xia, Wenhan Yang, Yueyu Hu, Siwei Ma, and Jiaying Liu. "A Group Variational Transformation Neural Network for Fractional Interpolation of Video Coding", Accepted by Data Compression Conference (DCC), 2018.
- Sifeng Xia, Jiaying Liu, Wenhan Yang, Mading Li, and Zongming Guo. "Deep Combined Image Denoising with Cloud Images", Pacific-Rim conference on Multimedia (PCM), Harbin, China, Sep. 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. [pdf] [project]
- Sifeng Xia, Jiaying Liu, Yuming Fang, Wenhan Yang and Zongming Guo. "Robust And Automatic Video Colorization Via Multiframe Reordering Refinement", Proc. of IEEE International Conference on Image Processing (ICIP), Phoenix, USA, Sep. 2016. [pdf] [project]
- Yueyu Hu, Wenhan Yang, Sifeng Xia, Wen-Huang Cheng, and Jiaying Liu. "Enhanced Intra Prediction with Recurrent Neural Network in Video Coding", Accepted by Data Compression Conference (DCC), 2018.
- 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, Sep. 2017. [pdf]
- Shuai Yang, Jiaying Liu, Sifeng Xia, and Zongming Guo. "1+N Fusion: Cascaded Self-Portrait Enhancement", Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA, Mar. 2017. [pdf]
- Saboya Yang, Jiaying Liu, Shuai Yang, Sifeng Xia and Zongming Guo. "Hierarchical Oil Painting Stylization with Limited Reference via Sparse Representation", Proc. of the 17th International Workshop on Multimedia Signal Processing (MMSP), 2015. (Top 10% Paper Awards ) [pdf] [project]
Patents
- 人像颜色转换方法和人像颜色转换系统，专利申请人: 夏思烽、杨撒博雅、刘家瑛、郭宗明，专利申请号: 201610342048.X
- 视频图像的处理方法及处理装置，专利申请人: 夏思烽、刘家瑛、杨文瀚、郭宗明，专利申请号: 201610232546.9
- 图像拼接方法及装置，专利申请人：杨帅、刘家瑛、夏思烽、郭宗明，专利申请号:201710134639.2.
- 多张图片融合的方法及装置，专利申请人：杨帅、夏思烽、刘家瑛、郭宗明，专利申请号:201710021329.X.
- 图像风格刷的实现方法与装置，专利申请人：刘家瑛、夏思烽、杨文瀚、郭宗明，专利申请号:201610390891.5
Contact Me
- Email: sfxia18 AT 163.com