Kaiming He  ºÎâýÃ÷

  Associate Researcher II

  Visual Computing Group

  Microsoft Research Asia, Beijing, China

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I received the BS degree from the Academic Talent Program of Tsinghua University in 2007, and the PhD degree from the Department of Information Engineering in the Chinese University of Hong Kong in 2011. I joined Microsoft Research Asia in Aug. 2011. My research interests include computer vision and computer graphics.

Project Page: Single Image Haze Removal

Publications

  

Computing Nearest-Neighbor Fields via Propagation-Assisted KD-Trees
 Kaiming He and Jian Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012 (to appear)
 PDF
  

A Global Sampling Method for Alpha Matting
 Kaiming He, Christoph Rhemann, Carsten Rother, Xiaoou Tang, and Jian Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011
 PDF
  

Single Image Haze Removal using Dark Channel Prior
 Kaiming He, Jian Sun, and Xiaoou Tang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Aug. 2010
 Spotlight Paper for TPAMI Dec. 2011 issue
 PDF
  

Guided Image Filtering
 Kaiming He, Jian Sun, and Xiaoou Tang
The 11th European Conference on Computer Vision (ECCV), 2010 (Oral)
 PDF   Notes   Code   Slides
  

Fast Matting using Large Kernel Matting Laplacian Matrices
 Kaiming He, Jian Sun, and Xiaoou Tang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010
 PDF   More results

  

Single Image Haze Removal using Dark Channel Prior
 Kaiming He, Jian Sun, and Xiaoou Tang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009 (Oral)
 CVPR Best Paper Award
 PDF   Images  Slides   Videos   Project Page

Awards and Honor

CUHK Outstanding PhD Thesis Award 2011 (honorary mention)

Microsoft Research Asia Fellowship, 2009

CVPR Best Paper Award, 2009

Microsoft Research Asia Young Fellowship, 2006

Tsinghua University Scholarship in 2003 (1st class), 2004 (3rd class) and 2005 (1st class)
 Ranked #1 in National College Entrance Exam, Guangdong Province, 2003

Professional Activities

Conference Reviewer:

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

    International Conference on Computer Vision (ICCV) 2011

    ACM SIGGRAPH 2011, 2012

    IEEE International Conference on Image Processing (ICIP) 2010, 2011, 2012

Journal Reviewer:

    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

    International Journal of Computer Vision (IJCV)

    IEEE Transactions on Image Processing (TIP)

    IEEE Transactions on Circuits and System for Video Technology (TCSVT)

    IEEE Transactions on Multimedia (TMM)

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Last update: Mar. 2012