Lu Yuan

Researcher
Visual Computing Group
Microsoft Research Asia, Beijing, China

Email: luyuan@microsoft.com

- I got the Ph.D degree from the Dept. of Computer Science and Engineering at Hong Kong University of Science and Technology (HKUST) in 2009.

- I joined Visual Computing Group, Microsoft Research Asia (MSRA) in Aug. 2009.

- My research interests include: low-level vision (image processing), computational photography, motion analysis

Publications:

Journal papers:  
 

Fast Burst Images Denoising

Ziwei Liu, Lu Yuan, Xiaoou Tang, Matt Uyttendaele, and Jian Sun

ACM Transactions on Graphics (SIGGRAPH Asia 2014)
(Product transfer: Blink app)

[paper] [video] [database]

Bundled Camera Paths for Video Stabilization

Shuaicheng Liu, Lu Yuan, Ping Tan, and Jian Sun

ACM Transactions on Graphics (SIGGRAPH 2013)
(Product transfer: Blink app)

[paper] [video] [database]

SkyFinder: Attribute-based Sky Image Search

Litian Tao, Lu Yuan, and Jian Sun

ACM Transactions on Graphics (SIGGRAPH 2009)

[paper]

Progressive Inter-scale and Intra-scale Non-blind Image Deconvolution

Lu Yuan, Jian Sun, Long Quan and Heung-Yeung Shum

ACM Transactions on Graphics (SIGGRAPH 2008)

[paper]

Image Deblurring with Blurred/Noisy Image Pairs

Lu Yuan, Jian Sun, Long Quan and Heung-Yeung Shum

ACM Transactions on Graphics (SIGGRAPH 2007), 1-10

(Highlight paper of all SIGGRAPH 2007 papers)

[paper]

Image-based Modeling by Joint Segmentation

Long Quan, Jingdong Wang, Ping Tan, and Lu Yuan

International Journal of Computer Vision (IJCV), 75(1):135-150, Oct. 2007

[paper]

 

Image-based Plant Modeling

Long Quan, Ping Tan, Gang Zeng, Lu Yuan, Jingdong Wang, and Sing Bing Kang

ACM Transactions on Graphics (SIGGRAPH 2006), 599-604

[paper]

 

Image Completion with Structure Propagation

Jian Sun, Lu Yuan, Jiaya Jia and Heung-Yeung Shum

ACM Transactions on Graphics (SIGGRAPH 2005), 861-868

[paper]

 

 
Conference papers:  
 

SteadyFlow: Spatially Smooth Optical Flow for Video Stabilization

Shuaicheng Liu, Lu Yuan, Ping Tan, and Jian Sun

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

[paper]

Automatic Exposure Correction of Consumer Photographs

Lu Yuan, Jian Sun

European Conference on Computer Vision (ECCV 2012)
 (Product transfer: Office OneNote, XBOX SDK)

[paper]

Video Stabilization with a Depth Camera

Shuaicheng Liu, Yinting Wang, Lu Yuan, Ping Tan and Jian Sun

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

[paper] [project]

High Quality Image Reconstruction from RAW and JPEG Image Pair

Lu Yuan, Jian Sun

IEEE International Conference on Computer Vision (ICCV 2011)

[paper] [materials]

Robust Dual Motion Deblurring

Jia Chen, Lu Yuan, Chi-Keung Tang and Long Quan

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008)

(CVPR Best Student Poster Award! )

[paper]

Blurred/No-Blurred Image Alignment using Kernel Sparseness Prior

Lu Yuan, Jian Sun, Long Quan and Heung-Yeung Shum

IEEE International Conference on Computer Vision (ICCV 2007)

[paper]

Synthesizing Dynamic Texture with Closed-Loop Linear Dynamic System

Lu Yuan, Fang Wen, Ce Liu and Heung-Yeung Shum

European Conference on Computer Vision (ECCV 2004), oral presentation

[paper]

Professional Activities:

  • Reviewer: SIGGRAPH09(10, 11, 12), SIGGRAPH ASIA10(11, 12), ICCV07(09, 11), CVPR08(11, 12), ECCV12
  • Reviewer: IEEE Transactions on lmage Processing (TIP)
  • Reviewer: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  • Reviewer: Image and Vision Computing Journal (IVC)
  • Reviewer: Computers & Graphics (CG)
  • Reviewer: the Electronic Letters on Computer Vision and Image Analysis (ELCVIA)
 
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