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