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Yichen Wei

Yichen Wei
LEAD RESEARCHER
.

Contact Information
Microsoft Research Asia
13119, Building #2, Microsoft Asia Pacific R&D Group Headquarters
No.5, Dan Ling Street, Haidian District
Beijing, 100080, P.R.China
Email: yichenw at microsoft.com

I joined Visual Computing Group, Microsoft Research Asia in Sept. 2006. Before that, I obtained my Ph.D degree in 2006 under the supervise of Prof. Long Quan in Department of Computer Science and Technology, The Hong Kong University of Science and Technology, and B.S.E degree in Peking University in 2001.

New:

  • add our ACCV 2014 paper for salient object detection
  • add our ECCV 2014 paper for joint face detection and alignment
  • add demo video for CVPR 2014 face alignment paper

I am looking for interns with background in computer vision. Please contact me if you are interested.

Research Interest

  • Hand tracking and gesture recognition
  • Face analysis (detection, alignment, recognition)
  • Salient object detection
  • Structure from motion, stereo matching

Publications

Size and Location Matter: a New Baseline for Salient Object Detection

Long Zhao, Shuang Liang, Yichen Wei and Jinyuan Jia

The 12th Asian Conference on Computer Vision (ACCV), 2014

(pdf 8M)

 

Joint Cascade Face Detection and Alignment

Dong Chen, Shaoqing Ren, Yichen Wei, Xudong Cao  and Jian Sun

European Conference on Computer Vision (ECCV), 2014

(pdf 5M)  

 

Realtime and Robust Hand Tracking from Depth

Chen Qian, Xiao Sun, Yichen Wei, Xiaoou Tang and Jian Sun

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014, Oral

(pdf 1M, project and database)

 

Saliency Optimization from Robust Background Detection

Wangjiang Zhu, Shuang Liang, Yichen Wei and Jian Sun

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014

(pdf 2M, source code)

 

Face Alignment at 3000 FPS by Regressing Local Binary Features

Shaoqing Ren, Xudong Cao, Yichen Wei and Jian Sun

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014, Oral

(pdf 2M, demo video in Youtube)

 

 

Constant Time Weighted Median Filtering for Stereo Matching and Beyond

Ziyang Ma, Kaiming He, Yichen Wei, Jian Sun and Enhua Wu

IEEE International Conference on Computer Vision (ICCV), 2013 (pdf 2M, source code)

 

Geodesic Saliency Using Background Priors

Yichen Wei, Fang Wen, Wangjiang Zhu, and Jian Sun

The 12th European Conference on Computer Vision (ECCV), 2012 (pdf 2M, ppt 5M)

Our experiment results are available for reference and comparison

MSRA-1000 database: our result, ground truth mask

Berkeley-300 database: our result, ground truth mask

 

Face Alignment by Explicit Shape Regression

Xudong Cao, Yichen Wei, Fang Wen, and Jian Sun

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012, Oral 

(pdf 2M, ppt 11Mvideo 10M)

 

Unsupervised Object Class Discovery via Saliency-Guided Multiple Class Learning

Jun-Yan Zhu, Jiajun Wu, Yichen Wei, Eric Chang and Zhuowen Tu

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012 (pdf 5M)

 

 

Kinect Identity: Technology and Experience

Tommer Leyvand, Casey Meekhof, Yichen Wei, Jian Sun and Baining Guo

IEEE Computer - COMPUTER, vol. 44, no. 4, pp. 94-96, 2011 (pdf 1M)

An introduction video (3 mins) on web (youtube, youku)

 

Salient Object Detection by Composition

Jie Feng, Yichen Wei, Litian Tao, Chao Zhang and Jian Sun

IEEE International Conference on Computer Vision (ICCV), 2011 (pdf 2M, ppt 4M

 

Self-calibrating Photometric Stereo

Boxin Shi, Yasuyuki Matsushita, Yichen Wei, Chao Xu and Ping Tan

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010, oral (pdf 3M

 

Efficient Optimziation of Photo Collage

Yichen Wei, Yasuyuki Matsushita and Yingzhen Yang

Technical Report, Microsoft Research, MSR-TR-2009-59, May, 2009. (pdf 2M)

Go to project page 

An improved belief propagation method for dynamic collage

Yingzhen Yang, Yichen Wei, Chunxiao Liu, Qunsheng Peng and Yasuyuki Matsushita

The Visual Computer, vol. 25, pp. 431-439, March, 2009. (pdf 2M

 

Interactive Offline Tracking for Color Objects

Yichen Wei, Jian Sun, Xiaoou Tang and Heung-Yeung Shum

IEEE International Conference of Computer Vision (ICCV), 2007. (pdf 1M)

 

Sketching Hairstyles

Hongbo Fu, Yichen Wei, Chiew-Lan Tai and Long Quan

EUROGRAPHICS Workshop on Sketch-Based Interfaces and Modeling, 2007. (pdf 1M)

 

Modeling Hair from Multiple Views

Yichen Wei, Eyal Ofek, Long Quan and Heung-Yeung Shum

ACM Transactions on Graphics (SIGGRAPH), 2005 (pdf 9M)

 

Outward-Looking Circular Motion Analysis of Large Image Sequences

Guang Jiang, Yichen Wei, Long Quan, Hung-tat Tsui and Heung-Yeung Shum

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2005 (pdf 10M)

A previous conference version appears in ACCV 2004 (pdf 1M)

 

Asymmetrical Occlusion Handling Using Graph Cut for Multi-View Stereo

Yichen Wei and Long Quan

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2005 (pdf 1M)

 

Region-Based Progressive Stereo Matching

Yichen Wei and Long Quan

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2004 (pdf 1M)

 

Constrained Planar Motion Analysis by Decomposition

Long Quan, Yichen Wei, Le Lu and Heung-Yeung Shum

Image and Vision Computing (IVC), 2004 (pdf 1M)