Kaiming He  採磊苧

  Researcher

  Visual Computing Group

  Microsoft Research Asia, Beijing, China

 

I am currently a researcher at Microsoft Research Asia (MSRA). Before I joined MSRA in 2011, I received the BS degree from Tsinghua University in 2007, and the PhD degree from the Chinese University of Hong Kong in 2011. I was also an intern in MSRA from 2007 to 2011. I won the CVPR best paper award in 2009. My current research interests include low level vision, image editing, and large scale visual search.

 

Internship Opening: I am looking for interns with backgrounds on image editing, image search, or other vision/graphics topics.

 

Projects

Image editing

Visual search

 

Publications

   

Product Sparse Coding
Tiezheng Ge, Kaiming He, and Jian Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014
PDF

   

Optimized Product Quantization
Tiezheng Ge, Kaiming He, Qifa Ke, and Jian Sun
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014
PDF   Project

   

Content-Aware Rotation
Kaiming He, Huiwen Chang, and Jian Sun
IEEE International Conference on Computer Vision (ICCV), 2013
PDF   Images   Project

   

Joint Inverted Indexing
Yan Xia,
Kaiming He, Fang Wen, and Jian Sun
IEEE International Conference on Computer Vision (ICCV), 2013
PDF   Project

   

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   Supplementary   Code

   

Rectangling Panoramic Images via Warping
Kaiming He, Huiwen Chang, and Jian Sun
ACM Transactions on Graphics, Proceedings of ACM SIGGRAPH, 2013
PDF   Images   Slides   Project

   

Optimized Product Quantization for Approximate Nearest Neighbor Search
Tiezheng Ge, Kaiming He, Qifa Ke, and Jian Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
PDF   Supplementary   Code   Project

   

K-means Hashing: an Affinity-Preserving Quantization Method for Learning Binary Compact Codes
Kaiming He, Fang Wen, and Jian Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
PDF   Code

   

Guided Image Filtering
Kaiming He, Jian Sun, and Xiaoou Tang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2013
PDF   Project

   

Statistics of Patch Offsets for Image Completion
Kaiming He and Jian Sun
The 12th European Conference on Computer Vision (ECCV), 2012
PDF   Supplementary  
Project

   

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

   

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), 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   Supplementary   Code   Slides   Project

   

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   Supplementary

   

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

 

Technical Reports

   

Statistical Image Completion
Kaiming He
and Jian Sun
MSR-TR-2013-51, May 2013
PDF   Project

 

Thesis

   

Single Image Haze Removal using Dark Channel Prior
Kaiming He
PDF

  

Awards and Honor

 

Professional Activities

 

Patents

 

HTML Counter since May 2009

Last update: Mar 2014