Shuhan Shen

Ph.D, Associate Professor
 
Robot Vision Group
National Laboratory of Pattern Recognition (NLPR)
Institute of Automation, Chinese Academy of Sciences (CASIA)
 
Address: No. 95 Zhongguancun East Road, Beijing, China
Email: shshen@nlpr.ia.ac.cn
Tel: +86-10-8254 4605

中文版

招生说明
 

Brief Bio

Shuhan Shen received the B.S. and M.S. both from Southwest Jiao Tong University in 2003 and 2006 respectively, and the Ph.D. from Shanghai Jiao Tong University in 2010. Since 2010, he has been with the National Laboratory of Pattern Recognition at Institute of Automation, Chinese Academy of Sciences, where he is currently an Associate Professor. His research interest is in 3D computer vision, and in particular in image based 3D modeling of large scale scenes, 3D perception for intelligent robot, 3D semantic reconstruction, etc. He received the ACM Beijing Rising Star Award in 2016.

 

Projects

Titile PI Funding Time
Adaptive 3D Modeling by Fusing Semantics and Vision Shuhan Shen Natural Science Foundation of China 2017-2021
Desktop Scene 3D Reconstruction from Mobile Images Shuhan Shen Natural Science Foundation of China 2016-2017
Research on Depth-map Merging based Multiple View Stereo Reconstruction for Large-scale Scenes Shuhan Shen Natural Science Foundation of China 2015-2018
Youth Innovation Promotion Association of CAS Shuhan Shen Chinese Academy of Sciences 2015-2018
3D Scene Information Acquisition and Understanding Zhanyi Hu, Shuhan Shen Strategic Priority Research Program of the Chinese Academy of Sciences 2012-2016
3D Scene Rapid Updating and Analysis Zhanyi Hu, Shuhan Shen National 863 Program of China 2013-2015
Research on Monocular Deformable 3D Reconstruction Shuhan Shen Natural Science Foundation of China 2012-2014
Dense Reconstruction of City Scenery Shuhan Shen International Coorperation Research Program 2013-2014
  

Publications

Journal Papers

  1. Miao Yu, Shuhan Shen, Zhanyi Hu. Dynamic Graph Cuts in Parallel, IEEE Transactions on Image Processing, 26(8): 3775-3788, 2017.
  2. Hainan Cui, Shuhan Shen, Zhanyi Hu. Tracks Selection for Robust, Efficient and Scalable Large-Scale Structure from Motion. Pattern Recognition, 2017.
  3. Xiang Gao, Lihua Hu, Hainan Cui, Shuhan Shen, Zhanyi Hu. Accurate and Efficient Ground-to-Aerial Model Alignment. Pattern Recognition, 2017.
  4. Xiaofeng Sun, Xiangguo Lin, Shuhan Shen, Zhanyi Hu. High-Resolution Remote Sensing Data Classification over Urban Areas Using Random Forest Ensemble and Fully Connected Conditional Random Field. ISPRS International Journal of Geo-Information, 6(8), 245, 2017.
  5. Xiaofeng Sun, Shuhan Shen, Xiangguo Lin, Zhanyi Hu. Semantic labeling of High Resolution Aerial Images Using an Ensemble of Fully Convolutional Networks. Journal of Applied Remote Sensing, 2017.
  6. Xiaofeng Sun, Shuhan Shen, Hainan Cui, Lihua Hu, Zhanyi Hu. Geographic, Geometrical and Semantic Reconstruction of Urban Scene from High Resolution Oblique Aerial Images. IEEE/CAA Journal of Automatica Sinica, 2017.
  7. Miao Yu, Shuhan Shen, Zhanyi Hu. Dynamic Parallel and Distributed Graph Cuts. IEEE Transactions on Image Processing, 25(12): 5511-5525, 2016.
  8. Hainan Cui, Shuhan Shen, Zhanyi Hu. Global Fusion of Generalized Camera Model for Efficient Large-Scale Structure from Motion. Science China: Information Sciences, 2016.
  9. Hainan Cui, Shuhan Shen, Wei Gao, Zhanyi Hu. Efficient Large-Scale Structure from Motion by Fusing Auxiliary Imaging Information. IEEE Transactions on Image Processing, 24(11): 3561-3573, 2015.
  10. Shuhan Shen, Zhanyi Hu. How to Select Good Neighboring Images in Depth-Map Merging Based 3D Modeling. IEEE Transactions on Image Processing, 23(1): 308-318, 2014.
  11. Kangping Fu, Shuhan Shen, Zhanyi Hu. Line Matching Across Views Based on Multiple View Stereo. Acta Automatica Sinica, 40(8): 1680-1689, 2014.
  12. Shuhan Shen. Accurate Multiple View 3D Reconstruction Using Patch Based Stereo for Large-Scale Scenes. IEEE Transactions on Image Processing, 22(5): 1901-1914, 2013.
  13. Haixia Wang, Shuhan Shen, Xiao Lu. A Screw Axis Identification Method for Serial Robot Calibration Based on the POE Model. Industrial Robot: An International Journal, 39(2): 146-153, 2012.
  14. Chenhao Wang, Shuhan Shen, Yuncai Liu. A Fast Approach to Deformable Surface 3D Tracking, Pattern Recognition, 44(12): 2915-2925, 2011.
  15. Shuhan Shen, Wenhuan Shi, Yuncai Liu. Monocular 3D Tracking of Inextensible Deformable Surfaces under L2-Norm. IEEE Transactions on Image Processing, 19(2): 512-521, 2010.
  16. Shuhan Shen, Wenjuan Ma, Wenhuan Shi, Yuncai Liu. Convex Optimization for Non-Rigid Stereo Reconstruction. IEEE Transactions on Image Processing, 19(3): 782-794, 2010.
  17. Shuhan Shen, Yuncai Liu, Wu-Sheng Lu. Monocular 3D Tracking of Deformable Surfaces Using Sequential Second Order Cone Programming. Pattern Recognition, 43(1): 244-254, 2010.
  18. Junchi Yan, Shuhan Shen, Yin Li, Yuncai Liu. An Optimization Based Framework for Human Pose Estimation. IEEE Signal Processing Letters, 17(8): 766-769, 2010.
  19. Shuhan Shen, Yuncai Liu. Efficient Multiple Faces Tracking Based on Relevance Vector Machine and Boosting Learning. Journal of Visual Communication and Image Representation. 19(6): 382-391, 2008.
  20. Shuhan Shen, Minglei Tong, Haolong Deng, Yuncai Liu, et. al. Model Based Human Motion Tracking Using Probability Evolutionary Algorithm. Pattern Recognition Letters. 29(13): 1877-1886, 2008.

Conference Papers

  1. Hainan Cui, Xiang Gao, Shuhan Shen, Zhanyi Hu. HSfM: Hybrid Structure-from-Motion. IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017 (Spotlight).
  2. Lingjie Zhu, Shuhan Shen, Zhanyi Hu. Variational Building Modeling from Urban MVS Meshes. International Conference on 3D Vision 2017.
  3. Hainan Cui, Shuhan Shen, Xiang Gao, Zhanyi Hu. Batched Incremental Structure-from-Motion. International Conference on 3D Vision 2017.
  4. Yang Zhou, Shuhan Shen, Xiang Gao, Zhanyi Hu. Accurate Mesh-based Alignment for Ground and Aerial Multi-view Stereo Models. IEEE International Conference on Image Processing, ICIP 2017.
  5. Hainan Cui, Shuhan Shen, Xiang Gao, Zhanyi Hu. CSfM: Community-based Structure from Motion. IEEE International Conference on Image Processing, ICIP 2017.
  6. Xiaofeng Sun, Shuhan Shen, Zhanyi Hu. Automatic Building Extraction from Oblique Aerial Images. The 23th International Conference on Pattern Recognition, ICPR 2016.
  7. Hainan Cui, Shuhan Shen, Zhanyi Hu. Robust Global Translation Averaging with Feature Tracks. The 23th International Conference on Pattern Recognition, ICPR 2016.
  8. Hainan Cui, Shuhan Shen, Wei Gao, Zhanyi Hu. Fusion of Auxiliary Imaging Information for Robust, Scalable and Fast 3D Reconstruction. The 12th Asian Conference on Computer Vision, ACCV 2014.
  9. Shuhan Shen. Depth-Map Merging for Multi-View Stereo with High Resolution Images. The 21th International Conference on Pattern Recognition, ICPR 2012.
  10. Wenjuan Ma, Shuhan Shen, Yuncai Liu. Linear relaxation for global pose estimation. The 8th World Congress on Intelligent Control and Automation, 2010.
  11. Shuhan Shen, Wenhuan Shi, Yuncai Liu. Monocular Template-based Tracking of Inextensible Deformable Surfaces under L2-Norm. The 9th Asian Conference on Computer Vision, ACCV 2009.
  12. Wenhuan Shi, Shuhan Shen, Yuncai Liu. Automatic Generation of Road Network Map from Massive GPS, vehicle trajectories. The 12th International IEEE Conference on Intelligent Transportation Systems, 2009.
  13. Shuhan Shen, Yuncai Liu. Deformable Surface Stereo Tracking-by-Detection Using Second Order Cone Programming. The 19th International Conference on Pattern Recognition, ICPR 2008.
  14. Shuhan Shen, Haolong Deng, Yuncai Liu. Probability Evolutionary Algorithm Based Human Motion Tracking Using Voxel Data. The 2008 IEEE World Congress on Evolutionary Computation, CEC 2008.
  15. Shuhan Shen, Yuncai Liu. Probability Evolutionary Algorithm for Functional and Combinatorial Optimization. The 7th World Congress on Intelligent Control and Automation, 2008.
  16. Shuhan Shen, Weirong Chen. Human body tracking based on Probability Evolutionary Algorithm. The 1st International Conference on Computer Vision Theory and Applications, VISAPP 2006.
  17. Shuhan Shen, Weirong Chen. Probability Evolutionary Algorithm Based Human Body Tracking. The 8th European Workshop on Evolutionary Computation in Image Analysis and Signal Processing, 2006. 
 

Last updated in March 2017