Dr Shaodi You
Dr. Shaodi You is a research scientist at Data61, (Previously known as NICTA) Canberra Research Lab and an adjunct lecturer of College of Engineering and Computer Science at Australian National University (ANU). He receives his Ph.D. and M.E. degrees from The University of Tokyo, Japan in 2015 and 2012 and his bachelor's degree from Tsinghua University, P. R. China in 2009. His research interests are 1. physics based vision, 2. perception based vision and learning, and 3. 3D geometry. He is currently the Chair of IEEE Computer Society, Australian Capital Territory Section, Australia.
Research Homepage: http://users.cecs.anu.edu.au/~shaodi.you/
Info. of ANU and Data61 Ph.D. scholarships (link)
ANU and Data61 offer various scholarships for potential Ph.D. students. Deadline for 2017 PhD students is Apr. 14th, 2017. See details here.
My work is mainly focusing on three areas:
Perception Based Vision and Learning,
Physics Based Vision and
3D geometry.
Perception Based Vision and Learning
Perceptual based vision learning aiming to model and understanding human perception. And later propose computer vision and machine learning algorithms which incorporates such understanding. Specifically, I have been working on the topics: Prothetic vision, decolourization, saliency and manifold learning. (See research and projects)
Physics Based Vision
Liquid optics is extremely challenging because it is transparent and non-rigid. The transparency means its appearance is totally determined by its environment. The non-rigidity means its shape is also highly dependent on the environment. Specifically, my research focus on rain and water drops. (See research and projects)
Non-rigid 3D geometry
A few researches on modeling the non-rigidity of 3D objects. (See research and projects)
See details and download pdf: http://users.cecs.anu.edu.au/~shaodi.you/
[16] Shaodi You, Yasuyuki Matsushita, Sudipta Sinha, Yusuke Bou and Katsushi Ikeuchi, Multi-view Rectification of Folded Documents. IEEE TPAMI, Accepted, DOI: 10.1109/TPAMI.2017.2675980. 2017.
[pdf][webpage]
[15] Feng Lu, Lei He, Shaodi You, Zhixiang Hao, Identifying Surface BRDF from a Single 4D Light Field Image via Deep Neural Network, IEEE Journal on Selected Topics in Singal Processing. [pdf]
[14] Shijie Zhang, Lizhen Qu, Shaodi You, Zhenglu Yang and Jiawan Zhang, Automatic Generation of Grounded Visual Questions, International Joint Conference on Artificial Intelligence, IJCAI 2017. [pdf]
[13] Diming Zhamg, Fei Xue, Hao Huang and Shaodi You, VBMq: Pursuit Baremetal Perf ormance by Embracing Block I/O Parallelism in Virtualization, Frontier of Computer Science. Accepted.
[12] Bin Yue, Min Gui, Jiahui Guo, Zhenglu Yang, Jin-Mao Wei and Shaodi You, An Effective Framework for Question Answering over Freebase via Reconstructing Natural Sequences. WWW 2017.
[11] Yu Li, Shaodi You, Michael S. Brown, Robby T. Tan, Haze Visibility Enhancement, A Survey and Quantitative Benchmarking. Submitted to CVIU for review. (Major revision), 2016.
[10] David Feng, Nick Barnes, Shaodi You and Chris McCarthy, Local Background Enclosure for RGB-D Salient Object Detection, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2016 Spotlihgt Presentation), June 26-July 1, 2016, Las Vegas, USA.
[pdf] [webpage]
[9] Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa and Katsushi Ikeuchi, Waterdrop Stereo, arXiv:1604.00730 [cs.CV].
[pdf]
[8] Shaodi You, Thing Locally, Fit Globally: Robust and Fast 3D Shape Matching via Adaptive Algebraic Fitting, Neural Computing, Accepted, DOI 10.1016/j.neucom.2016.06.086.
[pdf]
[7] Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa and Katsushi Ikeuchi, Adherent Raindrop: Modeling Detection and Removal in Video, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 38, Issue 9, pp:1721-1733, 2016.
[pdf] [webpage]
[6] Shaodi You, Detection and Removal of Raindrop Images in A Video Sequence and Their Applications to Computer Vision Algorithms, Doctoral Thesis, The University of Tokyo, 2015.
[pdf]
[5] Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa and Katsushi Ikeuchi, Raindrop Detection and Removal from Long Range Trajectory, 12th Asian Conference on Computer Vision (ACCV 2014 Oral), Nov. 3-5, 2014, Singapore
[pdf] [webpage]
[4] Shaodi You, Robby T. Tan, Rei Kawakami and Katsushi Ikeuchi, Adherent Raindrop Detection and Removal in Video,IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2013), June 25-27, 2013, ortland, Oregon, USA
[pdf] [webpage]
[3] Shaodi You, Robby T. Tan, Rei Kawakami and Katsushi Ikeuchi,Robust and Fast Motion Estimation for Video Completion. IAPR Machine Vision Applications (MVA 2013), May 20-23, 2013, Kyoto, Japan.
[pdf]
[2] Shaodi You and Huimin Ma, Manifold Topological Multi-resolution Analysis Method, Pattern Recognition, Volume 44, Issue 8, August 2011, Pages 1629-1648
[pdf]
[1] Xiao Yu, Huimin Ma, Shaodi You, Ze Yuan, A Solution to Efficient Viewpoint Space Partition in 3D Object Recognition,International Conference on Image and Graphic 2009 (ICIG2009), Xi'an, China
[pdf]
Experience
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2015.9-present |
Research Scientist, Data61, CSIRO, Australia (previously known as NICTA)
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2016.1-present
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Chair of Computer Society, IEEE ACT Section, Australia. |
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2015.10-present |
Adjunct Lecturer, College of Engineering and Computer Science, Australian National University.
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2014.4-2014.10 |
Internship at Microsoft Development, Shinagawa, Tokyo. |
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2013.2-2013.3 |
Visiting Multimedia and Geometry Group, Utrecht University, The Netherlands |
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2008.1-2010.3 |
3D Image System Simulation Lab, Tsinghua University |
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Professional Activities
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Teaching
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2016 Robotics (ANU, ENGN4627)
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Reviewing |
IEEE Trans. on Pattern Recognition and Machine Intelligence (TPAMI)
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Education
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2012.10-2015.9
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PhD of Engineering, Computer Vision Lab. The University of Tokyo, Japan.
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2010.4-2012.9 |
Master of Engineering, Computer Vision Lab. The University of Tokyo, Japan
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2005.8-2009.7 |
Bachelor of Engineering, Department of Electrical Engineering, Tsinghua University
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2002.8-2005.7 |
Experimental High School Attached to Beijing Normal University |
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2016 |
David Feng, Nick Barnes, Shaodi You and Chris McCarthy. Local Background Enclosure for RGB-D Salient Object Detection. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2016, Spotlight Presentation). [pdf] [webpage]
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2016 |
Shaodi You, Think Locally, Fit Globally, Robust and Fast Surface Matching via Algebraic Surface Fitting, Neural Computing, Special Issue on Multimodal Vision, Elsevier 2016. Accepted. [pdf]
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2015 |
Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa and Katsushi Ikeuchi, Raindrop Detection and Removal from Long Range Trajectory.
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2015 |
Shaodi You, Detection and Removal of Raindrop Images in A Video Sequence and Their Applications to Computer Vision Algorithms
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2014 |
Shaodi You, Robby T. Tan, Rei Kawakami, Yasuhiro Mukaigawa and Katsushi Ikeuchi, Raindrop Detection and Removal from Long Range Trajectory.
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2013 |
Shaodi You, Robby T. Tan, Rei Kawakami and Katsushi Ikeuchi, Adherent Raindrop Detection and Removal in Video.
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2013 |
Shaodi You, Robby T. Tan, Rei Kawakami and Katsushi Ikeuchi, Robust and Fast Motion Estimation for Video Completion.
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Shaodi You and Huimin Ma, Manifold Topological Multi-Resolution Analysis Method.
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2009 |
Shaodi You and Huimin Ma, Manifold Topological Multi-Resolution Analysis Method based on Spectral Analysis and Local Linearity.
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2009 |
Xiao Yu, Huimin Ma, Shaodi You and Ze Yuan, A solution for efficient viewpoint space partition in 3D object recognition. |
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Patents
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Chinese Patent No. 201610279988.9
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A System and A Method for Automatic Inspection of Protection Equipment and Operational Capability for Workers' Safety.
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Chinese Patent No. 201610489505.8 |
An Automatic System and Methodology for Dust Pollution Monitoring in Construction Site using Image Captured by UAV.
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2013.4-2015.9
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Japanese Government (Monbunkagakusho: MEXT) Scholarship
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2013.4-2015.9 |
Global Creative Leader, The University of Tokyo
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2013.4-2016.3 |
SCAT Scholarship
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2013.4-2014.3 |
SEUT Doctoral Student Special Incentives Program
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2010.4-2013.3
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Panasonic Scholarship
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2009.7 |
Excellent Thesis Paper, Tsinghua University
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2008.10 |
Scholarship for Academic Excellence(Class III), Tsinghua University
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2006.12 |
Scholarship for Academic Excellence(Class II), Tsinghua University
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2005.6 |
Honorable mention in 2004/2005 "First Step to Nobel Prize in Physics", Polish Academy of Science
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2004.9 |
First Prize, Chinese Physics Olympic Contest (province-wide)
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2004.9 |
Second Prize, Chinese Chemistry Olympic Contest (province -wide)
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2004.5 |
First Prize, Chinese Biology Olympic Contest (province-wide)
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2003.9 |
Second Prize, Chinese Mathematics Olympic Contest (province-wide) |
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Languages |
Chinese(native), English(proficient), Japanese(proficient), French(beginner)
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Artwork |
Comics creations
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Music |
Piano, Erhu(two-stringed Chinese violin) |
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2012.9
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Volunteer for local rebuilidng after 2011 Japan Earthquake |
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2015.4-2015.9 |
Volunteer for disaster relief in Tokyo
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2010.4-2015.9 |
Chinese Student and Scholoar Association, The University of Tokyo
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2005.9-2008.9 |
Red Cross Society of Tsinghua University
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2005.9-present |
Art Society of Tsinghua University |
