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, SourceCode)

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 (IEEE Transactions on Cybernetics), 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.   S.Y. Chen, Honghai Liu, Naoyuki Kubota, "Guest Editorial Special Section on Latest Advances on Industrial Intelligent Video Systems and Analytics", IEEE Transactions on Industrial Informatics, Vol. 16, No. 1, Jan. 2020, pp. 475-476. (PDF, HTML, DOI)

13.   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)

14.   J. Zheng, Ping Yang, Xi Yang*, S.Y. Chen*, "Truncated Low-rank and Total p Variation Constrained Color Image Completion and its Moreau Approximation Algorithm", IEEE Transactions on Image Processing, Vol. 29, July 2020, pp. 7861-7874. (PDF, HTML, DOI)

15.   Jianhua Zhang, Mengping Gui, Qichao Wang, Ruyu Liu, Junzhe Xu, S.Y. Chen, "Hierarchical Topic Model Based Object Association for Semantic SLAM", IEEE Transactions on Visualization and Computer Graphics, Vol. 25, No. 11, Nov. 2019, pp. 3052-3062. (PDF, HTML, DOI),

16.   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)

17.   J.H. Zhang, Jingbo Chen, Qichao Wang, S.Y. Chen, "Spatiotemporal Saliency Detection Based on Maximum Consistency Superpixels Merging for Video Analysis", IEEE Transactions on Industrial Informatics, Vol. 16, No. 1, Jan. 2020, pp. 606-614. (PDF, HTML, DOI),

18.   J.H. Zhang, .., S.Y. Chen, "Map Recovery and Fusion for Collaborative AR of Multiple Mobile Devices", IEEE Transactions on Industrial Informatics, Vol. 16, No., 2020, pp. 606-. (PDF, HTML, DOI),

19.   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)

20.   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)

21.   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)

22.   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)

23.   Yujun Zheng, Yi-Chen Du, Hai-Feng Ling, Wei-Guo Sheng, Shengyong Chen, "Evolutionary Collaborative Human-UAV Search for Escaped Criminals", IEEE Transactions on Evolutionary Computation, Vol. 24, No. 2, Apr. 2020, pp. 217-231. (PDF, HTML, DOI)

24.   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)

25.   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)

26.   Yanzhu Zhao, Chunhua Shen, Huibing Wang, Sheng-Yong Chen*, "Structural Analysis of Attributes for Vehicle Re-identification and Retrieval," IEEE Transactions on Intelligent Transportation Systems, Vol. 21, No. 2, Feb. 2020, pp. 723-734. (PDF, HTML, DOI)

27.   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)

28.   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. 8, No. 3, May 2020, pp. 887-898. (PDF, HTML, DOI)

29.   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)

30.   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)

31.   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)

32.   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),

33.   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)

34.   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)  

35.   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),

36.   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.29, No.10, Oct. 2019, pp. 2986-3000. (PDF, HTML, DOI)

37.   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),

38.   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)

39.   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.12, 2019, pp. 9673-9681. (PDF, HTML, DOI)

40.   Sheng Liu, Yuan Feng, Shaobo Zhang, Hongzhang Song, and S.Y. Chen*, "L0 Sparse Regularization based Image Blind Deblurring Approach for Solid Waste Image Restoration", IEEE Transactions on Industrial Electronics, Vol. 66, No.12, 2019, pp. 9837-9845. (PDF, HTML, DOI)

41.   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)

42.   Jinshan Xu, Song Li, Zhongyuan Ruan, Xu Cheng, Xianghui Hou, and Shengyong Chen*, "Intensive Flux Analysis in Concentrative Solar Power Applications Using Commercial Camera", IEEE Transactions on Instrumentation and Measurement, Vol. 69, No. 2, Feb. 2020, pp. 501-508. (PDF, HTML, DOI),

43.   S. Li, J. Xu*, J. Lou, X. Yang, H. Liu and S. Chen*, "Mirror Surface Assessment in Solar Power Applications by 2-D Coded Light", IEEE Transactions on Instrumentation and Measurement, Vol. 69, No. 6, June 2020, pp. 3555-3565. (PDF, HTML, DOI)

44.   Xu Cheng, G.Y. Li*, André Ellefsen, S.Y. Chen*, H.P. Hildre, H. Zhang, "A Novel Densely Connected Convolutional Neural Network for Sea State Estimation Using Ship Motion Data", IEEE Transactions on Instrumentation and Measurement, Vol. 69, No. 9, Sep. 2020, pp. 5984-5993. (PDF, HTML, DOI)

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

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

47.   Zhipeng Zhang, Chengyi Xia, Shengyong Chen, Thomas Yang, Zengqiang Chen, "Reachability Analysis of Networked Finite State Machine with Communication Losses: A Switched Perspective", IEEE Journal on Selected Areas in Communications, Vol.38, No., Dec. 2020, pp. 956-. (PDF, HTML, DOI)

48.   P. Zhou, C. Bai, J. Xia and S. Chen, "CMRDF: A Real-Time Food Alerting System Based on Multimodal Data," IEEE Internet of Things Journal, doi: 10.1109/JIOT.2020.2996009, vol. 7, no., June 2020, pp. 1037-. (PDF, HTML, DOI)

49.   Y. Yang, J. Zheng*, S. Chen* and M. Zhang, "Hyperspectral Image Restoration via Local Low-Rank Matrix Recovery and Moreau-enhanced Total Variation", IEEE Geoscience and Remote Sensing Letters, vol. 17, no. 6, June 2020, pp. 1037-1041. (PDF, HTML, DOI)

50.   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)

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

Copyright(C) Sheng Yong CHEN (Stephen), All rights reserved.

 

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