Xing Mei

Software Engineer at ByteDance Inc.

[Google Scholar] [LinkedIn] [CV]

Email: xmei2005 AT gmail DOT com

News

• 10/18/2020: One paper was accepted by 3DV 2020.
• 05/01/2019: One paper was accepted by ICML 2019.
• 04/22/2019: Joined Bytedance as a software engineer. Thank you Snap.
• 07/01/2018: One paper was accepted by ACM Multimedia 2018.

Brief Bio

I got a Ph.D degree from Institution of Automation, Chinese Academy of Sciences (CASIA) in 2009. During 2009 - 2011, I was a researcher at Samsung Advanced Institute of Technology (SAIT), China Lab. I went back to NLPR, CASIA as an assistant professor (2011-2015), and came to US as a research scholar at SUNY Albany (2013-2015, Supervisor: Prof. Siwei Lyu). I spent 3.5 years at Snap (2015 - 2019). In April 2019, I joined ByteDance as a software engineer.

My research interests include computer vision, computer graphics and image processing. I am particularly interested in porting useful algorithms to mobile devices with smart designs and optimizations.

Publications

• Yifan Wang, Linjie Luo, Xiaohui Shen, Xing Mei. DynOcc: Learning Single-View Depth from Dynamic Occlusion Cues. In 3DV 2020.

• Huaiyu Li, Weiming Dong, Xing Mei, Chongyang Ma, Feiyue Huang, Bao-Gang Hu. LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning. In ICML 2019. [arXiv] [code]

• Kekai Sheng, Weiming Dong, Chongyang Ma, Xing Mei, Feiyue Huang, Bao-Gang Hu. Attention-based Multi-Patch Aggregation for Image Aesthetic Assessment. In ACM Multimedia 2018. [pdf]

• Zhong Zhang, Shuang Liu, Xing Mei, Baihua Xiao, Liang Zheng. Learning Completed Discriminative Local Features For Texture Classification. Pattern Recognition, 67, pages 263-275, 2017.

• Yong Zhang, Weiming Dong, Chongyang Ma, Xing Mei, Ke Li, Feiyue Huang, Bao-Gang Hu, Oliver Deussen. Data-Driven Synthesis of Cartoon Faces Using Different Styles. IEEE Trans. Image Processing, 26(1), pages 464-478, 2017.

• Yan Kong, Weiming Dong, Xing Mei, Chongyang Ma, Tong-Yee Lee, Siwe Lyu, Feiyue Huang, Xiaopeng Zhang. Measuring and Predicting Visual Importance of Similar Objects, IEEE Transactions on Visualization and Computer Graphics, 22(12), pages 2564-2578, 2016. [pdf]

• Zhong Zhang, Xing Mei and Baihua Xiao. Abnormal Event Detection via Compact Low-Rank Sparse Learning, IEEE Intelligent Systems, 31(2), pages 29-36, 2016. [pdf]

• Weiming Dong, Fuzhang Wu, Yan Kong, Xing Mei, Tong-Yee Lee and Xiaopeng Zhang. Image Retargeting by Texture-Aware Synthesis, IEEE Transactions on Visualization and Computer Graphics, 22(2), pages 1088-1011, 2016. [pdf]

• Xing Mei, Honggang Qi, Bao-Gang Hu and Siwei Lyu. Improving Image Restoration with Soft-Rounding, In ICCV 2015. [pdf][suppl][spotlight]

• Kekai Sheng, Weiming Dong, Yan Kong, Xing Mei, Jilin Li, Chengjie Wang, Feiyue Huang and Bao-Gang Hu. Evaluating the Quality of Face Alignment without Ground Truth, Computer Graphics Forum, 34(7), pages 213-223, 2015. [pdf]

• Chun-Guo Li, Xing Mei and Bao-Gang Hu. Unsupervised Ranking of Multi-Attribute Objects Based on Principal Curves, IEEE Transactions on Knowledge and Data Engineering, 27(12), pages 3404-3416, 2015. [pdf]

• Xing Mei, Weiming Dong, Bao-Gang Hu and Siwei Lyu. UniHIST: A Unified Framework for Image Restoration With Marginal Histogram Constraints, In CVPR 2015. [pdf][suppl]

• Zhong Zhang, Shuang Liu and Xing Mei. Contextual Max Pooling for Human Action Recognition, IEICE Transactions on Information and Systems, E98-D(4), pages 989-993, 2015.

• Xun Sun, Xing Mei, Shaohui Jiao, Mingcai Zhou, Zhihua Liu and Haitao Wang. Real-Time Local Stereo via Edge-Aware Disparity Propagation, Pattern Recognition Letters, 49(1), pages 201-206, 2014. [pdf]

• Longquan Dai, Feihu Zhang, Xing Mei and Xiaopeng Zhang. Fast Minimax Path-Based Joint Depth Interpolation, IEEE Signal Processing Letters, 22(5), pages 623-627, 2014.

• Xing Mei, Bao-Gang Hu and Siwei Lyu. Non-blind Image Restoration with Symmetric Generalized Pareto Priors, In ICIP 2014. [pdf][poster]

• Fuzhang Wu, Weiming Dong, Yan Kong, Xing Mei, Dong-Ming Yan, Xiaopeng Zhang, Jean-Claude Paul. Feature-aware natural texture synthesis, The Visual Computer, 2014.

• Shibiao Xu, Xing Mei, Weiming Dong, Xun Sun, Xukun Shen and Xiaopeng Zhang. Depth of Field Rendering via Adaptive Recursive Filtering, SIGGRAPH ASIA Technical Briefs, 2014. 

• Fan Tang, Yiping Meng, Weiming Dong, Xing Mei, Feiyue Huang and Xiaopeng Zhang. Animated Construction of Ink-Wash Paintings, SIGGRAPH ASIA Posters, 2014. 

• Xing Mei, Xun Sun, Weiming Dong, Haitao Wang and Xiaopeng Zhang. Segment-Tree based Cost Aggregation for Stereo Matching, In CVPR 2013. [pdf][code]

• Weiming Li, Haitao Wang, Mingcai Zhou, Shandong Wang, Shaohui Jiao, Xing Mei, Tao Hong, Ho-Young Lee and Ji-Yeun Kim. Principal Observation Ray Calibration for Tiled-lens-array Integral Imaging Display, In CVPR 2013. [pdf][video1][video2]

• Yan Kong, Weiming Dong, Xing Mei, Xiaopeng Zhang and Jean-Claude Paul. SimLocator: Robust Locator of Similar Objects in Images, The Visual Computer, 2013. [pdf]

• Fuzhang Wu, Weiming Dong, Yan Kong, Xing Mei, Jean-Claude Paul and Xiaopeng Zhang. Content-based Color Transfer, Computer Graphics Forum, 32(1), pages 190-203, 2013. [pdf]

• Shibiao Xu, Xing Mei, Weiming Dong, Zhiyi Zhang and Xiaopeng Zhang. Real-Time Ink Simulation in a Grid-Particle Framework, Computer & Graphics, 36(8), pages 1025-1035, 2012. [pdf][video]

• Xing Mei, Xun Sun, Mingcai Zhou, Shaohui Jiao, Haitao Wang and Xiaopeng Zhang, On Building an Accurate Stereo Matching System on Graphics Hardware, In ICCV Workshop 2011. [pdf][video]
  

• Xun Sun, Xing Mei, Shaohui Jiao, Mingcai Zhou and Haitao Wang, Stereo Matching with Reliable Disparity Propagation, In 3DIMPVT 2011. [pdf]

• Shibiao Xu, Xing Mei, Weiming Dong, Zhiyi Zhang and Xiaopeng Zhang. Interactive Visual Simulation of Dynamic Ink Diffusion Effects, In VRCAI 2011.

• Fuzhang Wu, Weiming Dong, Xing Mei, Xiaopeng Zhang, X. Jia and J.-C. Paul. Distribution-aware Image Color Transfer, In SIGGRAPH ASIA Sketches 2011.

• Xing Mei, Philippe Decaudin, Bao-gang Hu and Xiaopeng Zhang, Real-time Marker Level Set on GPU, In CW 2008. [project][pdf][video]

• Xing Mei, Philippe Decaudin and Bao-gang Hu, Fast Hydraulic Erosion Simulation and Visualization on GPU, In PG 2007. [project][pdf][video]

• Vidal Vincent, Xing Mei and Philippe Decaudin. Simple Empty-space Removal for Interactive Volume Rendering, Journal of Graphics Tools, 13(2), pages 21-36, 2008. [project][pdf]

• Vincent Chevalier, Marc Jaeger, Xing Mei and Philippe Cournede. Simulation and Visualization of Functional Landscapes: Effects of the Water Resource Competition between Plants, Journal of Computer Science and Technology, 22(6), pages 835-845, 2007.

• Xing Mei, Marc Jaeger and Bao-gang Hu. An Effective Stratified Sampling Scheme for Environment Maps with Median Cut Method, In CGIV 2006.

• Ning Zhou, Weiming Dong and Xing Mei.  Realistic Simulation of Seasonal Variant Maples, In PMA 2006.

Last updated on 10/18/2020