CHENG Jun

Date:02-08-2017   |   【Print】 【close

CHENG Jun

PhD, Professor 

Director of Laboratory for Human Machine Control 

Shenzhen Institutes of Advanced Technology, CAS 

Phone:  +86-755-86392121 

Email: jung.cheng@siat.ac.cn 

 

Experience 

9/2002–4/2006    

PhD, The Chinese University of Hong Kong, Hong Kong, China 

9/1999-7/2002 

M.Eng, University of Science and Technology of China, Heifei, China 

9/1994-7/1999 

B.Eng, University of Science and Technology of China,Heifei, China 

1/2010-present 

Professor, Director of Lab for Human Machine Control, Shenzhen Institutes of Advanced Technology, CAS, Shenzhen,China. 

12/2007-12/2009 

Associate Professor, Director of Lab for Semiconductor Equipment, Shenzhen Institutes of Advanced Technology, CAS, Shenzhen, China. 

6/2006-12/2006 

Associate Professor, Shenzhen Institutes of Advanced Technology, Shenzhen, China. 

 

Research Interests 

Computer Vision, Human Computer Interface and Robotics 

C. Representative Publications 

1.     Dapeng Tao, Jun Cheng, Xinbo Gao, Xuelong Li, Cheng Deng, Robust Sparse Coding for Mobile Image Labeling on the Cloud,IEEE Transactions on Circuits and Systems for Video Technology,27(1):62-72,2017 

2.     Yanan Guo, Lei Li, Weifeng Liu, Jun Cheng, Dapeng Tao, Multiview Cauchy Estimator Feature Embedding for Depth and Inertial Sensor-Based Human Action Recognition, IEEE Transactions on System, Man and Cybernetics: Systems, 47(4): 617-627, 2017 

3.     Xiaopeng Ji, Jun Cheng*, Dapeng Tao, Xinyu Wu, Wei Feng, The Spatial Laplacian and Temporal Energy Pyramid Representation for Human Action Recognition Using Depth Sequences, Knowledge-Based Systems, 122:64-74, 2017 

4.     Dapeng Tao, Jun Cheng, Mingli Song, Xu Lin, Manifold Ranking-Based Matrix Factorization for Saliency Detection, IEEE Transactions on Neural Networks and Learning Systems, 27(6): 1122-1134, 2016 

5.     Yanan Guo, Dapeng Tao, Jun Cheng, Alan Dougherty, Yaotang Li, Kun Yue, Bob Zhang, Tensor Manifold Discriminant Projections for Acceleration-Based Human Activity Recognition, IEEE Transactions on Multimedia, 18(10): 1977-1987, 2016 

6.    Xipeng Yang, Jun Cheng, Wei Feng, Hong Liang, Zhengyao Bai, Dapeng Tao, Cauchy estimator discriminant analysis for face recognition, Neurocomputing, 199: 144-153, 2016 

7.    Yi Ding, Jiangtao Xi, Yanguang Yu, Fuqin Deng, Jun Cheng*, Recovering the absolute phase maps of three selected spatial-frequency fringes with multi-color channels, Neurocomputing, 2016 

8.     Jun Cheng, Qun Wang, Rui Song, Xinyu Wu, Fingertip-based interactive projector–camera system, Signal Processing, 110: 54-66, 2015 

9.     Dapeng Tao, Jun Cheng, Xu Lin, Jiang Yu, Local structure preserving discriminative projections for RGB-D sensor-based scene classification, Information Sciences, 320: 383-394, 2015 

10. Jun Cheng, Wei Bian, Dacheng Tao, Locally Regularized Sliced Inverse Regression based 3D Hand Gesture Recognition on a Dance Robot, Information Sciences 221: 274-283, 2013 

11. Jun Cheng, Shiguang Zheng, Xinyu Wu, Structured Light-based Shape Measurement System, Signal Processing, 93(6): 1435–1444, 2013 

12. Jun Jiang, Jun Cheng, Dacheng Tao, Colour Biological Features Based Solder Paste Defects Detection and Classification on Printed Circuit Boards, IEEE Trans. on Components, Packaging and Manufacturing Technology, 2(9): 1536–1544, 2012 

13. Jun Cheng, Can Xie, Wei Bian, Dacheng Tao, Feature Fusion for 3D Hand Gesture Recognition by Learning a Shared Hidden Space, Pattern Recognition Letters, 33(4): 476-484, 2012 

14. Jun Cheng, Maoying Qiao, Wei Bian and Dacheng Tao, 3D Human Posture Segmentation by Constrained Spectral Clustering, Signal Processing, 91(9): 2204-2212 , 2011 

15. Jun Jiang, Jun Cheng, Ying Zhou, and Guang Chen, Clustering-driven residue filter for profile measurement system, The Journal of the Optical Society of America A, 28(2): 214-221,2011 

 

Intelligent property 

1. Remote control system for electronic device and remote control method thereof, 8648811, US patent,2014 

2. Imaging Systemfor Three-Dimensional ReconstructionofSurface Profiles, 7676114, US patent,2010 

3.Anintelligentdialog system andamethodforrealization, 200906965-9, Singapore patent,2010 

4. A wearable device, 201310603649.8, Chinapatent, 2016 

5. A method, system and computing device for virtual touch screen, 201310218824.1,Chinapatent, 2016 

6. A method and detecting device for Stamping member surface defect, 201310169235.9,Chinapatent, 2016 

7. A method and systemfor human-computer interaction, 201010544636.4, Chinapatent, 2015 

8. An intelligent helmet network system based on cloud computing and its video information processing method, 201210302782.5, Chinapatent, 2015 

9.An apparatus for providing a real-time scene map, 201210294651.7, China patent, 2014 

10. Flatness detection device and method, 201210319325.7,China patent,2014 

11. Coaxial adjustment method, 201110365859.9,China patent,2014 

12. A method and system forgesture recognition, 201010292510.2, China patent, 2013 

13.An embedded bean classification system based on image recognition,200910251723.8, China patent, 2013 

14. Anidentification method and device for marking in human body, 201010527394.8,China patent, 2012 

15.A method and system for falling surveillance and alarm, 201010285585.8,China patent, 2012 

16.An intelligent audio identification system and identification method, 200710075008.4,China patent, 2011 

17.An intelligent chat system and its implementation method, 200710074112.1,China patent, 2011 

18. A method, device and human-computer interaction system for extracting target in image, 200910105175.8,China patent,2011 

19. A virtual sports system based on computer vision and its realization, 200710123839.4,China patent, 2010 

20. A remote control system and method for electronic equipment, 200810216671.6, China patent, 2010 

 

Honor 

1. Intelligent Internet robot and application platform, Guangdong Province Science and Technology Progress,Third Award, Rank 1,2006 

2. Intelligent Internet robot and application platform, Shenzhen Science and Technology Progress,SecondAward, Rank 1, 2015 

3. Internet robots, Wu Wenjun Artificial Intelligence Science and Technology Progress Award Second Award, Chinese Association for Artificial Intelligence, Rank 1, 2014 

4. Special allowance of the State Council, 2016 

5. Simultaneous messaging robot, Excellent Product Award, Rank 1, 2010 

6. Virtual Sports Based on Computer Vision, Excellent Product Award, Rank 1, 2008