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Representative Journal Papers

1.      S.Y. Chen, J.W. Zhang, H.X. Zhang, N.M. Kwok, Y.F. Li, "Intelligent Lighting Control for Vision-Based Robotic Manipulation", IEEE Transactions on Industrial Electronics, Vol. 59, No.8, 2012, pp. 3254 - 3263. (PDF, HTML, DOI)

2.      S.Y. Chen, "Kalman Filter for Robot Vision: a Survey", IEEE Transactions on Industrial Electronics, Vol. 59, No.11, 2012, pp. 4409 - 4420. (PDF, HTML, DOI)

3.      S.Y. Chen, G.J. Luo, X. Li, S.M. Ji, B.W. Zhang, "The Specular Exponent as a Criterion for Appearance Quality Assessment of Pearl-Like Objects by Artificial Vision", IEEE Transactions on Industrial Electronics, Vol. 59, No. 8, 2012, pp. 3264-3272. (PDF, HTML, DOI)

4.      S.Y. Chen, Y.F. Li, "Finding Optimal Focusing Distance and Edge Blur Distribution for Weakly Calibrated 3D Vision", IEEE Transactions on Industrial Informatics, Vol. 9, No. 3, 2013, pp. 1680-1687. (PDF, HTML, DOI)

5.      S.Y. Chen and Z.J. Wang, "Acceleration Strategies in Generalized Belief Propagation", IEEE Transactions on Industrial Informatics, Vol. 8, No. 1, 2012, pp. 41-48. (PDF, HTML, DOI)

6.      S.Y. Chen, J.H. Zhang, Y.F. Li, J.W. Zhang, "A Hierarchical Model Incorporating Segmented Regions and Pixel Descriptors for Video Background Subtraction", IEEE Transactions on Industrial Informatics, Vol. 8, No. 1, Feb. 2012, pp. 118-127. (PDF, HTML, DOI)

7.      S.Y. Chen, Q. Guan, "Parametric Shape Representation by a Deformable NURBS Model for Cardiac Functional Measurements", IEEE Transactions on Biomedical Engineering, Vol. 58, No. 3, Mar. 2011, pp. 480-487. (PDF, HTML, DOI)

8.      S.Y. Chen and Y.F. Li, "Determination of Stripe Edge Blurring for Depth Sensing", IEEE Sensors Journal, Vol. 11, No. 2, Feb. 2011, pp. 389-390. (PDF, HTML, DOI)

9.      S.Y. Chen, Y.F. Li, J.W. Zhang, "Vision Processing for Realtime 3D Data Acquisition Based on Coded Structured Light", IEEE Transactions on Image Processing, Vol. 17, No. 2, Feb. 2008, pp. 167-176. (PDF, HTML, DOI)

10.   S.Y. Chen and Y.F. Li, "Vision Sensor Planning for 3-D Model Acquisition", IEEE Transactions on Systems, Man and Cybernetics, Part B, Vol. 35, No. 5, Oct. 2005, pp. 894-904. (PDF, HTML, DOI)

11.   S.Y. Chen and Y.F. Li, "Automatic Sensor Placement for Model-Based Robot Vision", IEEE Transactions on Systems, Man and Cybernetics, Part B, Vol. 34, No. 1, pp. 393-408, Feb 2004. (PDF, HTML, DOI)

12.   J. Zheng, P. Yang, S.Y. Chen*, G. Shen, and W. Wang, "Iterative Re-constrained Group Sparse Face Recognition with Adaptive Weights Learning", IEEE Transactions on Image Processing, Vol. 26, No. 5, May 2017, pp. 2408 - 2423. (PDF, HTML, DOI)

13.   J.H. Zhang, J.W. Zhang, S.Y. Chen, "Discover Novel Visual Categories from Dynamic Hierarchies Using Multimodal Attributes", IEEE Transactions on Industrial Informatics, Vol. 9, No. 3, Feb. 2013, pp. 1688-1696. (PDF, HTML, DOI)

14.   Y.F. Li and S.Y. Chen, "Automatic Recalibration of an Active Structured Light Vision System", IEEE Transactions on Robotics, Vol. 19, No.2, April 2003, pp. 259-268. (PDF, HTML, DOI)

15.   S. Wen, W. Zheng, J. Zhu, X. Li, S.Y. Chen*, "Elman Fuzzy Adaptive Control for Obstacle Avoidance of Mobile Robots using Hybrid Force/Position Incorporation", IEEE Transactions on Systems, Man, and Cybernetics, Part C, Vol. 42, No. 4, 2012, pp. 603-608. (PDF, HTML, DOI)

16.   Lubin Chang, Baiqing Hu, Shengyong Chen*, and Fangjun Qin, "Comments on a Quaternion-Based Method for SINS/SAR Integrated Navigation System", IEEE Transactions on Aerospace and Electronic Systems, Vol. 49, no. 2, April 2013, pp. 1400 - 1402. (PDF, HTML, DOI)

17.   Honghai Liu, S.Y. Chen, Naoyuki Kubota, "Intelligent Video Systems and Analytics: a Survey", IEEE Transactions on Industrial Informatics, Vol. 9, No. 3, 2013, pp. 1222-1233. (PDF, HTML, DOI)

18.   Yujun Zheng, Haifeng Ling, Jin-Yun Xue, Shengyong Chen, "Population classification in fire evacuation: A multiobjective particle swarm optimization approach", IEEE Transactions on Evolutionary Computation, Vol. 18, No. 1, Feb. 2014, pp. 70-81. (PDF, HTML, DOI)

19.   Yu-Jun Zheng, Min-Xia Zhang, Hai-Feng Ling, Sheng-Yong Chen, "Emergency railway transportation Planning Using a Hyper-Heuristic Approach," IEEE Transactions on Intelligent Transportation Systems, Vol. 16, No. 1, Feb. 2015, pp. 321-329. (PDF, HTML, DOI)

20.   Bei Zhang, Yu-Jun Zheng, Min-Xia Zhang, Sheng-Yong Chen, "Fireworks Algorithm with Enhanced Fireworks Interaction," IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol.14, No. 1, 2017, pp. 42-55. (PDF, HTML, DOI)

21.   Haigen Hu, Qiu Guan, Shengyong Chen*, Zhiwei Ji, and Yao Lin, "Detection and Recognition for Life State of Cell Cancer Using Two-Stage Cascade CNNs," IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol., No. , 2018, pp. 42-. (PDF, HTML, DOI) 10.1109/TCBB.2017.2780842

22.   W. Sheng, S.Y. Chen, M. Sheng, J. Mao, Y. Zheng, "Adaptive MultiSubpopulation Competition and MultiNiche Crowding based Memetic Algorithm for Automatic Data Clustering", IEEE Transactions on Evolutionary Computation, Vol. 20, No. 6, Dec. 2016, pp. 838-858. (PDF, HTML, DOI)

23.   W. Sheng, S.Y. Chen, M. Fairhurst, G. Xiao, J. Mao, "Multilocal Search and Adaptive Niching Based Memetic Algorithm With a Consensus Criterion for Data Clustering", IEEE Transactions on Evolutionary Computation, Vol. 18, No. 5, 2014, pp. 721 - 741. (PDF, HTML, DOI)

24.   W. Sheng, S.Y. Chen, G. Xiao, J.F. Mao, Y.J. Zheng, "A Biometric Key Generation Method Based on Semisupervised Data Clustering", IEEE Transactions on Systems, Man and Cybernetics: Systems, Vol. 45, No. 9, 2015, pp. 1205 - 1217. (PDF, HTML, DOI)

25.   Yujun Zheng, Shengyong Chen, Yu Xue, Jinyun Xue, "A Pythagorean-Type Fuzzy Deep Denoising Autoencoder for Industrial Accident Early Warning", IEEE Transactions on Fuzzy Systems, Vol. 25, No. 6, 2017, pp. 1561 - 1575. (PDF, HTML, DOI)

26.   Yujun Zheng, Haifeng Ling, Shengyong Chen, Jinyun Xue, "A Hybrid Neuro-Fuzzy Network Based on Differential Biogeography-Based Optimization for Online Population Classification in Earthquakes", IEEE Transactions on Fuzzy Systems, Vol. 23, No. 4, 2015, pp. 1070 - 1083. (PDF, HTML, DOI)

27.   Y.J. Zheng, W.G. Sheng, X.M. Sun, S.Y. Chen, "Airline Passenger Profiling Based on Fuzzy Deep Machine Learning", IEEE Transactions on Neural Networks and Learning Systems, Vol.28, No.12, Dec. 2017, pp. 2911 – 2923. (PDF, HTML, DOI)  

28.   Zhenhua Wang, Sheng Liu, Jianhua Zhang, Shengyong Chen*, Qiu Guan, "A Spatio-temporal CRF for Human Interaction Understanding", IEEE Transactions on Circuits and Systems for Video Technology, Vol.27, No.8, 2017, pp. 1647 - 1660. (PDF, HTML, DOI)

29.   Z.P. Shao, Y.F. Li, Yao Guo, X.L. Zhou, Z.H. Wang, J. Yang, Shengyong Chen, "A Hierarchical Model for Human Action Recognition from Body-Parts", IEEE Transactions on Circuits and Systems for Video Technology, Vol.28, No., 2018, pp. 1647 -.  (PDF, HTML, DOI)

30.   Q.W. Zhou, Baoqing Li, Huawei Liu, S.Y. Chen, Jingchang Huang, "Microphone-Based Vibration Sensor for UGS Applications", IEEE Transactions on Industrial Electronics, Vol.64, No.8, 2017, pp. 6565 - 6572. (PDF, HTML, DOI)

31.   X.Q. Zhang, W. Hu, S.Y. Chen, S. Maybank, "Graph-embedding-based learning for robust object tracking", IEEE Transactions on Industrial Electronics, Vol. 61, No.2, 2014, pp. 1072-1084. (PDF, HTML, DOI)

32.   J.H. Zhang, Ruyu Liu, Kejie Yin, Zengyuan Wang, Mengping Gui, S.Y. Chen, "Intelligent Collaborative Localization among Air-Ground Robots for Industrial Environment Perception", IEEE Transactions on Industrial Electronics, Vol. 66, No., 2019, pp. 1072-. (PDF, HTML, DOI)

33.   Honghai Liu, S.Y. Chen, Naoyuki Kubota, "Guest Editorial Special Section on Intelligent Video Systems and Analytics", IEEE Transactions on Industrial Informatics, Vol. 8, No. 1, 2012, p. 90. (PDF, DOI)

34.   Lubin Chang, Jingshu Li, Shengyong Chen*, "Initial Alignment by Attitude Estimation for Strapdown Inertial Navigation Systems", IEEE Transactions on Instrumentation & Measurement, Vol. 64, No. 3, Mar. 2015, pp. 784-794. (PDF, HTML, DOI)

35.   Jianyang Liu, Youfu Li, Shengyong Chen, "Robust camera calibration by optimal localization of spatial control points", IEEE Transactions on Instrumentation & Measurement, Vol. 63, No. 12, Dec. 2014, pp. 3076 - 3087. (PDF, HTML, DOI)

36.   J.W. Zheng, C. Lu, H. Yu, W. Wang, S.Y. Chen, "Iterative Reconstrained Low-rank Representation via Weighted Nonconvex Regularization", IEEE Access, Vol. 6, No. 1, Dec. 2018, pp. 51693-51707. (PDF, HTML, DOI)

37.   Chen Jia, Fan Shi, Yufeng Zhao, Meng Zhao, Zhe Wang, Shengyong Chen, "Identification of Pedestrians From Confused Planar Objects Using Light Field Imaging", IEEE Access, Vol.6, No. 1, Dec. 2018, pp. 39375-39384. (PDF, HTML, DOI)

38.   W. Sheng, P. Shan, J. Mao, Y. Zheng, S. Chen and Z. Wang, "An Adaptive Memetic Algorithm with Rank-based Mutation for Artificial Neural Network Architecture Optimization", IEEE Access, Vol. 5, Sep. 2017, pp. 18895 - 18908. (PDF, HTML, DOI)

39.   Xiaolong Zhou, Junwei Li, Shengyong Chen, Haibin Cai, Honghai Liu, "Multiple Perspective Object Tracking via Context-Aware Correlation Filter", IEEE Access, Vol. 6, 28 Aug. 2018, pp. 43262 - 43273. (PDF, HTML, DOI)

40.   Junwei Li, Xiaolong Zhou, Sixian Chan, Shengyong Chen, "Robust Object Tracking via Large Margin and Scale-adaptive Correlation Filter", IEEE Access, Vol. 6, Mar. 2018, pp. 12642 - 12655. (PDF, HTML, DOI)

41.   H.G. Hu, Lili Zhou, Qiu Guan, Qianwei Zhou, Shengyong Chen, "An Automatic Tracking Method for Multiple Cells Based on Multi-Feature Fusion", IEEE Access, Vol. 6, Dec. 2018, pp. 69782 - 69793. (PDF, HTML, DOI)

42.   Sixian Chan, Xiaolong Zhou, Shengyong Chen*, "Robust Adaptive Fusion Tracking based on Complex Cells and Keypoints", IEEE Access, Vol.5, Dec. 2017, pp. 20985-21001. (PDF, HTML, DOI)

43.   Sixian Chan, Xiaolong Zhou, Junwei Li, Shengyong Chen, "Adaptive Compressive Tracking based on Locality Sensitive Histograms", Pattern Recognition, Vol. 72, Dec. 2017, pp. 517-531. (PDF, HTML, DOI)  

44.   Shengyong Chen, Youfu Li, and Ngai Ming Kwok, "Active vision in robotic systems: A survey of recent developments", The International Journal of Robotics Research, Vol. 30, No. 11, Sep. 2011, pp. 1343 – 1377. (PDF, HTML, DOI)

45.   S.Y. Chen, Y.F. Li, Q. Guan, and G. Xiao, "Real-time three-dimensional surface measurement by color encoded light projection", Applied Physics Letters, Vol. 89, No. 11, Sep. 2006, Article ID 111108. (PDF, HTML, DOI)

46.   S.Y. Chen, Z. Teng, Q. Guan, J. Zhang, "Computational Evaluation of Myocardial Performance from Four-Dimensional Images", Circulation, Vol. 126, No. 21 Supplement, Nov. 2012, A12470. (PDF, HTML, DOI)

47.   S.Y. Chen, J. Zhang, H. Zhang, Q. Guan, Y. Du, C. Yao, J.W. Zhang, "Myocardial Motion Analysis for Determination of Tei-Index of Human Heart", Sensors, Vol.10, No.12, 2010, pp. 11428-11439. (PDF, HTML, DOI) (invited)

48.   S.Y. Chen, "Active Vision for Robotic Manipulation", Industrial Robot: An International Journal, Vol.39, No. 2, 2012, pp. 111-112. (PDF, HTML, DOI) (invited)

49.   S.Y. Chen, J. Zhang, Q. Guan, S. Liu, "Detection and amendment of shape distortions based on moment invariants for active shape models", IET Image Processing, Vol. 5, No.3, April 2011, pp. 273-285. (PDF, HTML, DOI)

50.   S.Y. Chen, "Cardiac deformation mechanics from 4D images", Electronics Letters, Vol. 43, No. 11, May 2007, pp. 609-611. (PDF, HTML, DOI)

Patents (> 100 patents and 30 software copyrights available for industrial cooperation)

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