百晓学者学者目录

初秀民

武汉理工大学国家水运安全工程技术研究中心

个人简介

初秀民,武汉理工大学国家水运安全工程技术研究中心研究员,研究方向包括船舶工业、计算机软件及计算机应用、铁路运输、公路与水路运输。主持国家自然科学基金项目、国家重点研发计划项目与课题、国家863课题等,代表成果涉及AIS数据存储与查询(HBase)、船舶航行态势预测、内河重点水域船舶航行安全智能管控技术等。

精选作品

期刊论文

  1. 初秀民,郑福进,柳晨光(2026). 内河重点水域自主船舶数智航行体系架构与演进范式. 《中国舰船研究》.
  2. Kehao Zhang, Mao Zheng, Xiu-Min Chu, Shigan Ding, Tianyue Zou, Bowen Lin (2026). Research on mission planning method for self-propelled buoys under time-varying tidal current disturbances. Ocean Engineering.DOI
  3. Tianyue Zou, Mao Zheng, Xiu-Min Chu, Mengxia Li, Shigan Ding, Kehao Zhang, Tu-Yuan Xu, Bowen Lin, Yougui Yang (2026). Experimental performance analysis of inland vessel remote operation: A case study on the Yangtze River. Ocean Engineering.DOI
  4. Shigan Ding, Mao Zheng, Hai Nan, Xiu-Min Chu, Bowen Lin, Tianyue Zou, Kehao Zhang, Wubin Hua, Ling-Yu Fu (2026). Learning to follow: An end-to-end deep learning approach for vision-based vessel control. Ocean Engineering.DOI
  5. Bowen Lin, Mao Zheng, Xiu-Min Chu, Tianyue Zou, Wen-Gang Mao (2026). Maneuverability-based adaptive line-of-sight guidance control for path following of underactuated surface vehicles. Ships and Offshore Structures.DOI
  6. Jia-Fen Lan, Mao Zheng, Xiu-Min Chu, Bao Liu (2026). Erratum: “Comparative analysis of hull force models at low speeds” [Phys. Fluids 37 , 075172 (2025)]. The Physics of Fluids.DOI
  7. Chenguang Liu, Jialun Liu, Xiumin Chu, Xiao Lang (2026). Artificial Intelligence and Its Applications in Intelligent Ship Navigation. Journal of Marine Science and Engineering.DOI
  8. Chenguang Liu, Pulin Zhang, Zhibo He, Rui Gao, Longhua Lai, Xiumin Chu (2026). Uncertainty-aware collision avoidance for autonomous maritime navigation using MDN-HDVPF: Method and real-world experiments. Transportation Research Part C Emerging Technologies.DOI
  9. Huimin Chen, Chenguang Liu, Zhibo He, Huarong Zheng, Zhen Wang (72451), Xiumin Chu, Angelo Palos Teixeira (2026). Rules-compliant ship collision avoidance based on progressive hybrid guidance proximal policy optimization. Ocean Engineering.DOI
  10. Kexin Chen, Fujin Zheng, Chenguang Liu, Zhibo He, Tao Li, Xiumin Chu (2026). Ship Trajectory Prediction Method Based on Intention Awareness and Long-Short Term Temporal Attention. International Conference on Computer Communication and Artificial Intelligence (CCAI).DOI
  11. Sheng You, Wenxiang Wu, Chenguang Liu, Haihong Wang, Bo Liu, Xiumin Chu (2026). Predictive Consensus-Based Formation Control of Autonomous Surface Vessels Under Intermittent Communication Constraints. International Conference on Computer Communication and Artificial Intelligence (CCAI).DOI
  12. Zhibo He, Chenguang Liu, Pulin Zhang, Huimin Chen, Ran Yan, Xiumin Chu (2026). Consistency-Aware Local Path Planning for Maritime Autonomous Surface Ships Under Perception Uncertainty: A Field-Validated Framework. IEEE Transactions on Intelligent Transportation Systems.DOI
  13. Fei Peng, Wu Ning, Kecheng Li, Xiyao Xu, Xiumin Chu, Chenguang Liu (2026). Coordinated Vessel Arrival Time Prediction and Berth Allocation Optimization for Efficient Port Operations. Journal of Marine Science and Engineering.DOI
  14. Mengxia Li, Xinya Zhao, Yufei Jiao, Chenguang Liu, Xiumin Chu, Junmin Mou (2025). Research on the risk of submarine cable damage from anchored ships based on probability analysis. Reliability Engineering & System Safety, Vol. 261.DOI
  15. 李梦霞,徐图远,邹天悦,柳晨光,郑茂,初秀民,严新平(2025). 船舶远程驾控人机交互界面优化设计研究. 《交通运输工程学报》.DOI
  16. 李梦霞,徐图远,邹天悦,柳晨光,郑茂,初秀民,严新平(2025). 内河船舶远程驾控技术试验研究. 《交通运输工程学报》.
  17. 张磊,封少雄,谭昆,郭涛,宋成果,初秀民,苗洋(2025). 基于船舶-流场运动耦合的内河航道设计方法. 《上海交通大学学报》.DOI
  18. 贺治卜,闫文洲,柳晨光,初秀民,刘新宇(2025). 融合激光雷达和惯性导航的船舶靠离泊高精度定位方法. 《中国舰船研究》.
  19. 丁世淦,郑茂,祝添权,初秀民(2025). 基于速度障碍法的船舶动态避碰方法. 《船海工程》.
  20. 兰加芬,郑茂,初秀民,柳晨光,吴勇(2025). 利用激光雷达进行船舶位姿感知. 《武汉大学学报(信息科学版)》.
  21. Jia Li, Xiaohui Yang, Jing Xu, Jia-Fen Lan, Yan Zhou, Xiu-Min Chu (2025). Active Warning System for Bridge Collision Prevention: Design and Application. International Conference on Transportation Information and Safety.DOI
  22. Wubin Hua, Shigan Ding, Yan Zhou, Yougui Yang, Jinfeng Wei, Xiu-Min Chu (2025). Development and Verification of An Autonomous Ship Model Testing Platform. International Conference on Transportation Information and Safety.DOI
  23. Jia-Fen Lan, Mao Zheng, Xiu-Min Chu, Bao Liu (2025). Comparative analysis of hull force models at low speeds. The Physics of Fluids.DOI
  24. Tianyue Zou, Xiu-Min Chu, Mengxia Li, Tu-Yuan Xu, Mao Zheng, Chen-Guang Liu, Shigan Ding (2025). The research framework and prospect of ship intelligent navigation reliability. IET Conference Proceedings.DOI
  25. Lin Fu, Mao Zheng, Ankang Guo, Zhou Yan, Yougui Yang, Shigan Ding, Xiu-Min Chu (2025). Parameter Identification of Ship Nomoto Model Based on CMA-ES. International Conference on Transportation Information and Safety.DOI
  26. Jia Li, Bowen Lin, Yougui Yang, Riliang Chen, Yuanxin Su, Xiu-Min Chu (2025). A Ship Path Planning Method Considering Water Depth Based on Improved Dijkstra Algorithm. International Conference on Transportation Information and Safety.DOI
  27. Wei Yan, Chenguang Liu, Zhibo He, Xiumin Chu, Darong HUANG (2025). Phased manifold-based RRT*: An optimized motion planning approach for autonomous bow-in berthing of inland vessels. Journal of Ocean Engineering and Science.DOI
  28. Wenxiang Wu, Chenguang Liu, Xiumin Chu, Wengang Mao (2025). Multiple sensor fault-tolerant predictive control for autonomous surface vehicle formation. ISA Transactions.DOI
  29. Zhibo He, Chenguang Liu, Ran Yan, Xiumin Chu (2025). A novel arena-based collision avoidance behavior analysis method for autonomous ships. Ocean Engineering.DOI
  30. Nan Li, Chenguang Liu, Zhibo He, Kecheng Li, Jiteng Liu, Xiumin Chu (2025). Collision Avoidance for Group Targets Based on Clustering Velocity Obstacle Algorithm. IEEE International Conference on Computer Communication and Artificial Intelligence (CCAI).DOI
  31. Haihong Wang, Chenguang Liu, Wenxiang Wu, Wei Yan, Bo Liu, Xiumin Chu (2025). Multistage Vessel Berthing Position and Attitude Planning Based on Improved RRT* Algorithm. IEEE International Conference on Computer Communication and Artificial Intelligence (CCAI).DOI
  32. Kecheng Li, Chenguang Liu, Xiumin Chu, Zhibo He, Huimin Chen (2025). Advanced Prediction of Container Vessels Arrival Time at Hong Kong Port in 2023: A Comparative Analysis. IEEE International Conference on Computer Communication and Artificial Intelligence (CCAI).DOI
  33. Longhua Lai, Chenguang Liu, Zhibo He, Mengxia Li, Zhihong Fu, Xiumin Chu (2025). A novel waterway navigability assessment method based on encounter safety analysis of ship autonomous navigation. Ocean Engineering.DOI
  34. Zhibo He, Chenguang Liu, Xiumin Chu, Wenxiang Wu, Mao Zheng, Daiyong Zhang (2024). Dynamic domain-based collision avoidance system for autonomous ships: Real experiments in coastal waters. Expert Systems With Applications, Vol. 255.DOI
  35. 谭昆,郭涛,宋成果,苗洋,初秀民,吴卫国,张磊(2024). 基于船舶–流场耦合作用的内河航段船舶航行虚拟辅助驾引. 《中国舰船研究》.
  36. Haiming Zhou, Mao Zheng, Xiu-Min Chu, Cheng-Qiang Yu, Jin-Yu Lei, Bowen Lin, Kehao Zhang, Wubin Hua (2024). Virtual Reality Fusion Testing-Based Autonomous Collision Avoidance of Ships in Open Water: Methods and Practices. Journal of Marine Science and Engineering.DOI
  37. Jin-Yu Lei, Yong Wu, Xiao Chen, Feng Zhang, Zhiyuan Wang, Xinglong Liu, Xiu-Min Chu (2024). Towards Enhanced Vessel Perception in Inland Waterways: Integration of Radar and AIS Data. 2024 12th International Conference on Traffic and Logistic Engineering (ICTLE).DOI
  38. Jia-Fen Lan, Mao Zheng, Xiu-Min Chu, Shigan Ding (2024). Approach angle estimation method for ships based on deep learning. Ocean Engineering.DOI
  39. Jia-Fen Lan, Mao Zheng, Xiu-Min Chu, Chen-Guang Liu, Shigan Ding (2024). A ship high-precision positioning method in the lock chamber based on LiDAR. Ocean Engineering.DOI
  40. Haiming Zhou, Mao Zheng, Xiu-Min Chu, Chen-Guang Liu, Cheng Zhong (2024). Scenario modeling method for collision avoidance testing in inland waterway. Ocean Engineering.DOI
  41. Bowen Lin, Mao Zheng, Xiu-Min Chu, Ming-Yang Zhang, Wen-Gang Mao, Da Wu (2024). A novel method for the evaluation of ship berthing risk using AIS data. Ocean Engineering.DOI
  42. Bowen Lin, Mao Zheng, Bing Han, Xiu-Min Chu, Ming-Yang Zhang, Haiming Zhou, Shigan Ding, Hao Wu, Kehao Zhang (2024). PSO-Based Predictive PID-Backstepping Controller Design for the Course-Keeping of Ships. Journal of Marine Science and Engineering.DOI
  43. Wen-Xiang Wu, Chen-Guang Liu, Xiu-Min Chu, Dai-Yong Zhang, Zhi-Bo He, Mao Zheng (2024). A novel ship short-term speed prediction method under the influence of currents. Ocean Engineering.DOI
  44. Jia-Fen Lan, Mao Zheng, Xiu-Min Chu, Shigan Ding (2024). Ship Pose Estimation Based on Convex Hull: A Case Study of Ships Entering the Three Gorges Ship Lift. 2024 12th International Conference on Traffic and Logistic Engineering (ICTLE).DOI
  45. Wei Yan, Jun Wang, Chenguang Liu, Zhibo He, Huimin Chen, Xiumin Chu (2024). Phased berthing trajectory planning method based on Bezier curves for inland vessels. International Conference on Traffic Engineering and Transportation System (ICTETS).DOI
  46. pulin zhang, Chenguang Liu, Zhibo He, Mengxia Li, Xiumin Chu (2024). A maneuvering velocity obstacle algorithm for ship collision avoidance. International Conference on Traffic Engineering and Transportation System (ICTETS).DOI
  47. Bo Liu, Chenguang Liu, Wenxiang Wu, Xiumin Chu (2024). Adaptive event-triggered predictive control method for the autonomous berthing of inland ships. International Conference on Traffic Engineering and Transportation System (ICTETS).DOI
  48. Chenguang Liu, Tailong Li, Wenxiang Wu, Huarong Zheng, Jiacheng Li, Xiumin Chu (2024). Event-triggered predictive path following control of autonomous ships with an MMG model. Ocean Engineering.DOI
  49. Chenguang Liu, Wengang Mao, Jialun Liu, Xiumin Chu (2024). Intelligent Ships and Waterways: Design, Operation and Advanced Technology. Journal of Marine Science and Engineering.DOI
  50. Kang Zhang, Chenguang Liu, Zhibo He, Huimin Chen, Qian Xiang, Xiumin Chu (2024). Optimization of Sailing Speed for Inland Electric Ships Based on an Improved Multi-Objective Particle Swarm Optimization (MOPSO) Algorithm. Journal of Marine Science and Engineering.DOI
  51. Chenguang Liu, Kang Zhang, Zhibo He, Longhua Lai, Xiumin Chu (2024). Clustering Theta* based segmented path planning method for vessels in inland waterways. Ocean Engineering.DOI
  52. Tishuo Tao, Chenguang Liu, He Zhibo, Xiumin Chu, Mengxia Li, L. Songlong (2024). Numerical Simulation System of Navigation Control with Human-Machine Cooperation for Maritime Autonomous Surface Ships. International Conference on Electrical Engineering, Control and Robotics (EECR).DOI
  53. Daiyong Zhang, Xiumin Chu, Chenguang Liu, Zhibo He, Pulin Zhang, Wenxiang Wu (2024). A Review on Motion Prediction for Intelligent Ship Navigation. Journal of Marine Science and Engineering.DOI
  54. 郑枫凡,蒋仲廉,余珍,初秀民(2023). 基于船舶AIS数据的蜿蜒河流船舶交通波模型研究. 《武汉理工大学学报(交通科学与工程版)》.
  55. 吴勇,初秀民,刘兴龙,田国昊(2023). 船舶AIS与视频图像信息融合方法研究. 《武汉理工大学学报(交通科学与工程版)》.
  56. 雷超凡,初秀民,柳晨光,吴文祥,李松龙(2023). 参考航速时变的无人船轨迹跟踪控制方法. 《舰船科学技术》.
  57. 蒋仲廉,聂梓熠,余珍,刘怀汉,初秀民(2023). 基于JDL的内河航道多源信息融合功能模型研究. 《水道港口》.
  58. 初晓,蒋仲廉,非鹏,初秀民(2023). 基于信息扩散技术的内河通航风险评价研究. 《水道港口》.
  59. 初秀民,吴文祥,柳晨光,雷超凡,贺治卜,李松龙(2023). 船舶列队协同控制方法研究综述. 《中国舰船研究》.
  60. 柳晨光,刘兴龙,初秀民,何伟,严新平(2023). 数字驱动下的福州市新一代航运系统建设研究. 《海峡科学》.
  61. 郑茂,丁世淦,兰加芬,初秀民(2023). 内河航道避碰测试会遇场景建模方法研究. 《中国舰船研究》.
  62. 王永涛,刘兴龙,张海波,初秀民,王志远(2023). 无缆自定位应急航标系统仿真设计. 《现代电子技术》.
  63. Jia-Fen Lan, Mao Zheng, Xiumin Chu, Shigan Ding (2023). Parameter Prediction of the Non-Linear Nomoto Model for Different Ship Loading Conditions Using Support Vector Regression. Journal of Marine Science and Engineering.DOI
  64. Zhiyuan Wang, Yong Wu, Xiu-Min Chu, Chen-Guang Liu, Mao Zheng (2023). Risk Identification Method for Ship Navigation in the Complex Waterways via Consideration of Ship Domain. Journal of Marine Science and Engineering.DOI
  65. Kehao Zhang, Mao Zheng, Shigan Ding, Xiu-Min Chu, Haiming Zhou (2023). Collision Avoidance Path Planning of Open Water Ships Based on Velocity Obstacle Method. International Conference on Transportation Information and Safety.DOI
  66. Wenhao Zhou, Yu-Peng Ma, Shengkui Xiao, Mao Zheng, Xiu-Min Chu, Jia-Fen Lan (2023). SE-yolov5 inland waterway vessel target recognition based on CGAN image enhancement. International Conference on Transportation Information and Safety.DOI
  67. Jia-Fen Lan, Mao Zheng, Zhiyuan Wang, Xiu-Min Chu, Hao Wu (2023). Intelligent Navigation Decisions-Making in Curved Channels: Review and Challenges. International Conference on Transportation Information and Safety.DOI
  68. Bowen Lin, Mao Zheng, Xiu-Min Chu, Wen-Gang Mao, Dai-Yong Zhang, Ming-Yang Zhang (2023). An overview of scholarly literature on navigation hazards in Arctic shipping routes. Environmental science and pollution research international.DOI
  69. Kang Zhang, Chenguang Liu, Zhibo He, Xiumin Chu, Longhua Lai, Pulin Zhang (2023). A novel vessel route optimization algorithm based on segmented A-star algorithm in inland waterways. International Conference on Transportation Information and Safety.DOI
  70. Tailong Li, Chenguang Liu, Guojiao Hou, Wenxiang Wu, Yong Ming Wu, Xiumin Chu (2023). Robust model predictive ship heading control with event-triggered strategy. International Conference on Transportation Information and Safety.DOI
  71. Chenguang Wang, Guangheng Ke, Wenxiang Wu, Huarong Zheng, Xiumin Chu, Chenguang Liu (2023). Distributed model predictive control of inland ship platoon considering internal collision avoidance constraints. International Conference on Transportation Information and Safety.DOI
  72. Zhibo He, Chenguang Liu, Xiumin Chu, Kang Zhang, Pulin Zhang, Sumaiye Abduwahap (2023). A Topology Based Path Planning Algorithm for Inland Waterway Network: Case Study of Jiangsu Canal Network. International Conference on Transportation Information and Safety.DOI
  73. Longhua Lai, Chenguang Liu, Shijian Wang, Songlong Li, Zhibo He, Xiumin Chu (2023). Navigation Characteristics Inversion Approach of Inland Waterways based on Ship Maneuvering Prediction: A Case Study for the Huaihe River. International Conference on Transportation Information and Safety.DOI
  74. Daiyong Zhang, Xiumin Chu, Wenxiang Wu, Zhibo He, Zhiyuan Wang, Chenguang Liu (2023). Model identification of ship turning maneuver and extreme short-term trajectory prediction under the influence of sea currents. Ocean Engineering.DOI
  75. 李松龙,柳晨光,初秀民,贺治卜(2022). 船舶编队过闸航行三维实时仿真. 《中国航海》.
  76. 倪汉杰,初秀民,张彬鹏,蒋仲廉(2022). 基于改进Cascade-RCNN的内河航标检测算法. 《中国航海》.
  77. 初秀民,聂梓熠,刘怀汉,蒋仲廉(2022). 航道水沙要素移动测量技术研究综述. 《水利水运工程学报》.
  78. 马玉鹏,初秀民,郑茂,王永涛,兰加芬(2022). 多功能航标技术综述与展望. 《第十七届中国智能交通年会科技论文集》.DOI
  79. 聂梓熠,蒋仲廉,初秀民,刘怀汉(2022). 基于BP-DS证据理论的航标状态识别模型研究. 《水运工程》.
  80. 柳晨光,贺治卜,初秀民,吴文祥,李松龙,谢朔(2022). 船舶编队控制综述. 《交通运输工程学报》.
  81. 田永忠,初秀民,倪汉杰,蒋仲廉,初晓(2022). 基于改进H-Mine算法的内河航标事故关联规则挖掘. 《水道港口》.
  82. 祝添权,吴勇,郑茂,初秀民(2022). 基于虚拟现实交互的智能船舶感知测试系统. 《中国修船》.
  83. 孙宁,李丽娜,郑茂,初秀民(2022). 自航试验船模通用控制系统设计与实现. 《实验技术与管理》.
  84. 田国昊,石磊,刘轰,初秀民(2022). 基于边缘检测的雷达图像船岸分离方法. 《中国修船》.
  85. Yong Wu, Xiumin Chu, Lei Deng, Jinyu Lei, W. He, G. Królczyk, Zhixiong Li (2022). A New Multi-sensor Fusion Approach for Integrated Ship Motion Perception in Inland Waterways. Measurement.DOI
  86. Zhi-Qiang He, Chen-Guang Liu, Xiumin Chu, R. Negenborn, Qing Wu (2022). Dynamic anti-collision A-star algorithm for multi-ship encounter situations. Applied Ocean Research.DOI
  87. Chen-Guang Liu, Xiumin Chu, Wen-Xiang Wu, Songlong Li, Zhibo He, Mao Zheng, Haiming Zhou, Zhixiong Li (2022). Human–machine cooperation research for navigation of maritime autonomous surface ships: A review and consideration. Ocean Engineering.DOI
  88. Songlong Li, Chenguang Liu, Xiumin Chu, Mao Yu Zheng, Ziping Wang, Jinyu Kan (2022). Ship maneuverability modeling and numerical prediction using CFD with body force propeller. Ocean Engineering.DOI
  89. Zhibo He, Xiumin Chu, Chenguang Liu, Wenxiang Wu (2022). A novel model predictive artificial potential field based ship motion planning method considering COLREGs for complex encounter scenarios. ISA Transactions.DOI
  90. Wenxiang Wu, Xiumin Chu, Chenguang Liu, Huarong Zheng, Zhibo He (2022). Predictive longitudinal following control for ship platoon considering diesel engine driven propeller reversal. Ocean Engineering.DOI
  91. Fei Peng, Xiumin Chu, Xiongfei Geng, Jianan Luo (2022). A ship target dynamic recognition method based on image recognition and VR technology. Journal of Physics Conference Series.DOI
  92. 冯涂超,郑茂,尹奇志,初秀民,谢朔(2021). 基于海上避碰规则和机器学习的辅助避碰决策方法研究. 《武汉理工大学学报(交通科学与工程版)》.
  93. 田国昊,谢磊,祝添权,初秀民,郑茂(2021). 内河复杂航段船舶会遇场景及交通流特征分析. 《武汉理工大学学报》.
  94. 倪汉杰,蒋仲廉,初秀民,钟诚(2021). 基于DWT-LSTM的航道水位智能预测模型研究. 《中国航海》.
  95. 祝添权,初秀民,田国昊,郑茂,马玉鹏(2021). 基于LS-SVM的船舶操纵响应模型参数辨识及应用. 《武汉理工大学学报》.
  96. 吴文祥,初秀民,柳晨光,毛文刚(2021). 基于模型预测控制的船舶纵向航速协同控制方法. 《交通信息与安全》.
  97. 王志远,初秀民,何伟,兰加芬,周海明(2021). 智能船舶航行控制试验系统设计与实现. 《2021海峡科技专家论坛暨海峡两岸航海技术与海洋工程研讨会》.DOI
  98. 杨阳,张明进,韩玉芳,王平义,初秀民,刘怀汉,张华庆(2021). 内河航道设施智能化监测预警与信息服务关键技术研究. 《中国基础科学》.
  99. 初秀民,林宏,王志远(2021). 基于Spark平台的海量AIS数据k-means算法聚类分析. 《交通科技》.
  100. Jinyu Lei, Lei Liu, Xiumin Chu, Wei He, Xinglong Liu, Cong Liu (2021). Automatic identification system data-driven model for analysis of ship domain near bridge-waters. Journal of navigation.DOI
  101. Peng Fei, Xiumin Chu, Xiongfei Geng, Jia-Nan Luo (2021). A inland waterway monitoring virtual-GIS system based on multi heterogeneous navigation data fusion. 2021 3rd International Academic Exchange Conference on Science and Technology Innovation (IAECST).DOI
  102. Wen-Xiang Wu, Xiumin Chu, Chen-Guang Liu, Songlong Li, Chao-Fan Lei (2021). Predictive ship longitudinal following control considering diesel engine propulsion. International Conference on Transportation Information and Safety.DOI
  103. W. He, Jinyu Lei, Xiumin Chu, Shuo Xie, Cheng Zhong, Zhixiong Li (2021). A Visual Analysis Approach to Understand and Explore Quality Problems of AIS Data. Journal of Marine Science and Engineering.DOI
  104. W. He, Xinlong Liu, Xiumin Chu, Zhiyuan Wang, P. Frącz, Zhixiong Li (2021). A Novel Fitting Model for Practical AIS Abnormal Data Repair in Inland River.DOI
  105. Jinyu Lei, Xiumin Chu, W. He (2021). Trajectory Data Restoring: A Way of Visual Analysis of Vessel Identity Base on OPTICS. Journal of Web Engineering.DOI
  106. Chen-Guang Liu, Jun-Lin Qi, Xiumin Chu, Mao Zheng, W. He (2021). Cooperative ship formation system and control methods in the ship lock waterway.DOI
  107. Zhi-Bo He, Chen-Guang Liu, Xiumin Chu, Qing Wu, Songlong Li (2021). A Novel Artificial Potential Field Based Ship Path Planning Algorithm Using Model Predictive Control Strategy. International Conference on Transportation Information and Safety.DOI
  108. Songlong Li, Xiumin Chu, Chenguang Liu, Zhibo He, Chaofan Lei, Wenxiang Wu (2021). Ship motion mathematical model in the ship lock waterway. International Conference on Transportation Information and Safety.DOI
  109. 雷进宇,初秀民,蒋仲廉,谢朔(2020). 内河AIS数据可视分析方法与实例研究. 《第十五届中国智能交通年会科技论文集(2)》.DOI
  110. 王维刚,初秀民,蒋仲廉,刘磊(2020). 基于加权朴素贝叶斯的船舶轨迹分类算法. 《中国航海》.
  111. 郑枫凡,余珍,蒋仲廉,初秀民,吴明洋(2020). 船舶交通流仿真随机生成算法对比研究与应用. 《第十五届中国智能交通年会》.DOI
  112. 祝添权,吴勇,郑茂,初秀民(2020). 基于虚拟现实交互的智能船舶感知测试系统. 《第十五届中国智能交通年会科技论文集(2)》.DOI
  113. 郭珏菡,柳晨光,于周讯,郑茂,贺治卜,初秀民(2020). 智能船舶激光雷达感知技术综述与展望. 《第十五届中国智能交通年会科技论文集(1)》.DOI
  114. 雷进宇,初秀民,蒋仲廉,钟诚,吴明洋,郭涛(2020). 内河船舶自动识别系统异常数据的可视分析. 《哈尔滨工程大学学报》.
  115. 刘智心,初秀民,郑茂,张代勇(2020). 智能船舶船岸协同实验关键技术研究. 《交通信息与安全》.
  116. 张旋武,谢磊,初秀民,谢朔,柳晨光,张代勇(2020). 无人船路径跟随控制方法综述. 《交通信息与安全》.
  117. Shuo Xie, Xiumin Chu, Chen-Guang Liu, Jia-Lun Liu, Junmin Mou (2020). Parameter identification of ship motion model based on multi-innovation methods. Journal of Marine Science and Technology.DOI
  118. Xinglong Liu, Wei He, Jinguang Xie, Xiumin Chu (2020). Predicting the Trajectories of Vessels Using Machine Learning. International Conference on Cybernetics, Robotics and Control.DOI
  119. Mao Zheng, Shuo Xie, Xiumin Chu, T. Zhu, Guo Tian (2020). Research on autonomous collision avoidance of merchant ship based on inverse reinforcement learning. International Journal of Advanced Robotic Systems.DOI
  120. Shuo Xie, Xiumin Chu, Mao Zheng, Chen-Guang Liu (2020). A composite learning method for multi-ship collision avoidance based on reinforcement learning and inverse control. Neurocomputing.DOI
  121. Xiumin Chu, Jinyu Lei, Xinglong Liu, Zhiyuan Wang (2020). KMEANS Algorithm Clustering for Massive AIS Data Based on the Spark Platform. International Conference on Cybernetics, Robotics and Control.DOI
  122. 倪汉杰,蒋仲廉,初秀民,聂梓熠(2019). 航标漂移特征分析与防碰撞策略研究. 《第十四届中国智能交通年会论文集》.DOI
  123. 吴明洋,吴青,初秀民,蒋仲廉(2019). 基于MT发生器的船舶交通流仿真研究. 《第十四届中国智能交通年会论文集》.DOI
  124. 周雨萌,初秀民,蒋仲廉,钟诚(2019). 基于卡尔曼滤波和K-means++算法的内河航标漂移特性研究. 《武汉理工大学学报(交通科学与工程版)》.
  125. 王维刚,初秀民,蒋仲廉,刘磊(2019). 基于船舶AIS数据的桥区水域通航饱和度研究. 《交通信息与安全》.
  126. 魏万淇,高曙,初秀民(2019). 基于流推理的定线制水域船舶航行安全评估方法. 《中国安全科学学报》.DOI
  127. 李佳,初秀民,刘兴龙,谢朔,何伟(2019). 内河船舶缺失轨迹修复方法. 《哈尔滨工程大学学报》.
  128. 王贵槐,钟诚,初秀民,张代勇(2019). 基于BLSTM-RNN的船舶轨迹修复方法. 《重庆交通大学学报(自然科学版)》.
  129. 刘磊,蒋仲廉,钟诚,张代勇,初秀民(2019). 内河AIS服务性能指标研究与平台设计. 《水运工程》.
  130. 刘磊,蒋仲廉,初秀民,钟诚,张代勇(2019). 船舶自动识别系统数据修复和预测算法研究. 《哈尔滨工程大学学报》.
  131. 余必秀,初秀民,柳晨光,张豪,毛庆洲(2019). 基于改进A*算法的无人航道测量船路径规划方法. 《武汉大学学报(信息科学版)》.DOI
  132. 郭建群,吴青,初秀民,谢朔,郑茂(2019). 欠驱动船舶自主避碰的算法设计. 《交通科技》.
  133. Zhonglian Jiang, Zhen Yu, Dai-Yong Zhang, Xiumin Chu, Qiong Yang (2019). Characteristics of vessel traffic flow during waterway regulations: A case study in the Yangtze River. International Conference on Transportation Information and Safety.DOI
  134. Yumeng Zhou, Xiumin Chu, Zhonglian Jiang, Zhen Yu (2019). Research on Navigation Risk Identification of Three Gorges Ship Lock Based on Improved Analytic Hierarchy Process. International Conference on Transportation Information and Safety.DOI
  135. Jia Li, Xiumin Chu, W. He, F. Ma, R. Malekian, Zhixiong Li (2019). A Generalised Bayesian Inference Method for Maritime Surveillance Using Historical Data. Symmetry.DOI
  136. Wei-Gang Wang, Xiumin Chu, Zhonglian Jiang, Lei Liu (2019). Classification of Ship Trajectories by Using Naive Bayesian algorithm. International Conference on Transportation Information and Safety.DOI
  137. Chen-Guang Liu, Huarong Zheng, R. Negenborn, Xiumin Chu, Shuo Xie (2019). Adaptive predictive path following control based on least squares support vector machines for underactuated autonomous vessels. Asian journal of control.DOI
  138. Wei He, Xiumin Chu, Yumeng Zhou, Zhonglian Jiang, Zhen Yu, M. Sotelo, Zhixiong Li (2019). Navigational risk assessment of Three Gorges ship lock: Field data analysis using intelligent expert system. Journal of Intelligent & Fuzzy Systems.DOI
  139. Shuo Xie, V. Garofano, Xiumin Chu, R. Negenborn (2019). Model predictive ship collision avoidance based on Q-learning beetle swarm antenna search and neural networks. Ocean Engineering.DOI
  140. Chen-Guang Liu, Qingzhou Mao, Xiumin Chu, Shuo Xie (2019). An Improved A-Star Algorithm Considering Water Current, Traffic Separation and Berthing for Vessel Path Planning. Applied Sciences.DOI
  141. Ziyi Nie, Zhonglian Jiang, Xiumin Chu, Zhen Yu (2019). Efficacy Evaluation of Maritime AtoN by Fuzzy AHP Approach. International Conference on Transportation Information and Safety.DOI
  142. Cheng Zhong, Zhonglian Jiang, Xiumin Chu, Tao Guo, Quan Wen (2019). Water level forecasting using a hybrid algorithm of artificial neural networks and local Kalman filtering.DOI
  143. Shuo Xie, Xiumin Chu, Mao Zheng, Chen-Guang Liu (2019). Ship predictive collision avoidance method based on an improved beetle antennae search algorithm. Ocean Engineering.DOI
  144. 雷进宇,初秀民,蒋仲廉,王乐(2018). 基于可视分析的船舶航行态势感知系统设计. 《中国航海》.
  145. 刘磊,初秀民,蒋仲廉,钟诚,张代勇(2018). 基于KNN的船舶轨迹分类算法. 《大连海事大学学报》.
  146. 周雨萌,蒋仲廉,初秀民,田洺宇,夏兴隆(2018). 内河船闸启闭机智能测距系统设计与实现. 《第十三届中国智能交通年会》.
  147. 王维刚,蒋仲廉,初秀民,余珍,钟诚(2018). 基于水动力模型的内河通航条件可视化分析. 《第十三届中国智能交通年会》.
  148. 谢朔,初秀民,柳晨光,吴青(2018). 基于改进LSSVM的船舶操纵运动模型在线参数辨识方法. 《中国造船》.
  149. 谢朔,陈德山,初秀民,柳晨光(2018). 改进多新息卡尔曼滤波法辨识船舶响应模型. 《哈尔滨工程大学学报》.
  150. 徐武雄,初秀民,雷进宇(2018). 内河繁忙水域船舶航行风险平行管控系统设计. 《中国航海》.
  151. 王贵槐,谢朔,柳晨光,初秀民,李梓龙(2018). 基于激光雷达的内河无人船障碍物识别方法. 《光学技术》.
  152. 王贵槐,谢朔,初秀民,洛天骄(2018). 基于深度学习的水面无人船前方船只图像识别方法. 《船舶工程》.
  153. Wan-Qi Wei, Shu Gao, Xiumin Chu, Abdoulaye Sidibé (2018). SNS-MEBN Based Method for Situational Awareness of Ship Navigation. International Conference on Information Science and Engineering.DOI
  154. Chen-Guang Liu, R. Negenborn, Xiumin Chu, Huarong Zheng (2018). Predictive path following based on adaptive line-of-sight for underactuated autonomous surface vessels.DOI
  155. Tao Guo, Wei He, Zhonglian Jiang, Xiumin Chu, R. Malekian, Zhixiong Li (2018). An Improved LSSVM Model for Intelligent Prediction of the Daily Water Level. Energies.DOI
  156. Shuo Xie, Xiumin Chu, Chen-Guang Liu, Mao Zheng (2018). Marine diesel engine speed control based on adaptive state-compensate extended state observer-backstepping method. J. Syst. Control. Eng..DOI
  157. 刘磊,蒋仲廉,初秀民,钟诚,张代勇(2017). 基于历史数据的AIS基站覆盖特性研究. 《第十二届中国智能交通年会大会论文集》.
  158. 刘磊,雷进宇,初秀民,应瀚海,钟诚(2017). 长江南京以下深水航道二期工程施工区域通航与生产安全信息平台设计. 《水运工程》.
  159. 张代勇,吴青,钟诚,初秀民,余珍(2017). 内河船舶行为特征提取方法研究. 《第十二届中国智能交通年会大会论文集》.
  160. 高曙,刘甜甜,初秀民,陈良臣,曹秀峰(2017). 船舶异常行为研究进展及发展趋势. 《中国航海》.
  161. 彭祥文,高曙,初秀民,何阳,陆丛(2017). 基于Spark的船舶航行轨迹聚类方法. 《中国航海》.
  162. 谢朔,初秀民,柳晨光,吴青(2017). 基于多新息最小二乘法的船舶操纵响应模型参数辨识. 《中国航海》.
  163. 李吉祥,周新聪,初秀民,陈德山,陈先桥(2017). 基于单波束仰扫回波信号强度处理的船舶吃水检测技术. 《船海工程》.
  164. 雷进宇,初秀民,何伟,周映萍(2017). 桥区船舶交通流可视分析系统. 《上海交通大学学报》.
  165. 吕永祥,李吉祥,初秀民(2017). 船舶吃水检测技术现状及分析. 《交通科技》.
  166. Cheng Zhong, Tao Guo, Zhonglian Jiang, Xinglong Liu, Xiumin Chu (2017). A hybrid model for water level forecasting: A case study of Wuhan station. International Conference on Transportation Information and Safety.DOI
  167. Le Wang, Qing Wu, Chen-Guang Liu, Shuo Xie, Xiumin Chu (2017). Design method of USV course-tracker based on simulation and real vessel experiment. International Conference on Transportation Information and Safety.DOI
  168. Lei Liu, Xinglong Liu, Xiumin Chu, Jia Li, Zhonglian Jiang, Wei He (2017). Coverage effectiveness analysis of AIS base station: A case study in Yangtze River. International Conference on Transportation Information and Safety.DOI
  169. Wei He, Cheng Zhong, M. Sotelo, Xiumin Chu, Xinglong Liu, Zhixiong Li (2017). Short-term vessel traffic flow forecasting by using an improved Kalman model. Cluster Computing.DOI
  170. F. Ma, Yu-Wang Chen, Xin-Ping Yan, Xiumin Chu, Jin Wang (2017). Target recognition for coastal surveillance based on radar images and generalised Bayesian inference.DOI
  171. Dai-Yong Zhang, Jia Li, Qing Wu, Xinglong Liu, Xiumin Chu, Wei He (2017). Enhance the AIS data availability by screening and interpolation. International Conference on Transportation Information and Safety.DOI
  172. Chen-Guang Liu, R. Negenborn, Huarong Zheng, Xiumin Chu (2017). A state-compensation extended state observer for model predictive control. European Journal of Control.DOI
  173. Shuo Xie, Xiumin Chu, Chen-Guang Liu, Le Wang, Wen-Gang Mao (2017). Ship heading control based on backstepping and Least squares support vector machine. International Conference on Transportation Information and Safety.DOI
  174. Xinglong Liu, Xiumin Chu, Yi He, F. Ma, Cheng Zhong (2017). A Novel Approach for Extracting Featured Data from AIS Database Based on ER Rule-A Case Study in Yangtze River, China.
  175. Tiantian Liu, Shu Gao, Xiumin Chu, Cong Lu (2017). Storing and querying AIS data in HBase. Asia-Pacific Conference on Intelligent Robot Systems (ACIRS).DOI
  176. 雷进宇,初秀民,徐武雄(2016). 基于AIS的桥区船舶轨迹三维可视化模型. 《交通运输系统工程与信息》.
  177. 刘兴龙,初秀民,马枫,雷进宇(2016). AIS报文异常动态信息甄别方法. 《交通运输工程学报》.
  178. 刘威,陈先桥,初秀民(2016). 基于置信规则推理方法的雷达目标跟踪. 《哈尔滨工程大学学报》.
  179. 刘兴龙,初秀民,马枫,刘潼,聂阳(2016). 山区航道虚拟航标基站布设间距研究. 《哈尔滨工程大学学报》.
  180. 钟诚,蒋仲廉,初秀民,罗翊(2016). 基于雷达影像的船舶转向角计算方法. 《武汉理工大学学报(交通科学与工程版)》.
  181. 吴青,王乐,柳晨光,初秀民(2016). 基于MPC的无人船运动控制及可视化仿真系统实现. 《武汉理工大学学报(交通科学与工程版)》.
  182. 柳晨光,初秀民,欧阳雪,谢朔(2016). 欠驱动水面模型船航向保持控制仿真平台. 《中国航海》.
  183. 聂阳,初秀民,刘兴龙(2016). 内河AIS数据有效性分析方法对比. 《中国航海》.
  184. 谢朔,初秀民,柳晨光,吴青(2016). 船舶智能避碰研究综述及展望. 《交通信息与安全》.
  185. 柳晨光,初秀民,谢朔,严新平(2016). 船舶智能化研究现状与展望. 《船舶工程》.
  186. 谢朔,柳晨光,初秀民,吴青(2016). 基于混合式体系结构的无人船控制系统设计. 《船海工程》.
  187. Xinglong Liu, Xiumin Chu, Wuxiong Xu, W. He (2016). A model for predicting the attenuation of AIS signal at mountainous waterway. Wireless and Optical Communications Conference.DOI
  188. Xinglong Liu, Xiumin Chu, F. Ma, Jinyu Lei (2016). Discriminating method of abnormal dynamic information in AIS messages.
  189. W. Liu, Xianqiao Chen, Xiumin Chu, Yi-Rong Wu, Jin Lv (2016). Haze removal for a single inland waterway image using sky segmentation and dark channel prior. IET Image Processing.DOI
  190. Xinglong Liu, Xiumin Chu, F. Ma, Jin-Yun Lei(2016). AISメッセージの異常動的情報選別手法【JST・京大機械翻訳】.
  191. F. Ma, Yu-Wang Chen, Xin-Ping Yan, Xiumin Chu, Jin Wang (2016). A novel marine radar targets extraction approach based on sequential images and Bayesian Network.DOI
  192. 柳晨光,何伟,石磊,初秀民(2015). 基于AIS的在航船舶油水分离器状态信息远程传输方案设计与实现. 《交通信息与安全》.
  193. 王乐,柳晨光,初秀民,吴青(2015). 基于MPC的无人船运动控制可视化仿真系统实现. 《第十届中国智能交通年会》.
  194. 徐武雄,初秀民,刘兴龙(2015). 海事业务数据挖掘和共享关键技术研究. 《第十届中国智能交通年会》.
  195. 邓守城,吴青,陈先桥,初秀民,石兵(2015). 融合CBR&RBR的长江重点航段应急决策方法研究. 《武汉理工大学学报(交通科学与工程版)》.
  196. 李祎承,胡钊政,初秀民(2015). 基于图像处理的内河船舶目标提取与特征值计算. 《交通信息与安全》.
  197. 徐武雄,初秀民,刘兴龙(2015). 多桥水域航道通过能力仿真研究. 《交通运输系统工程与信息》.
  198. 石磊,初秀民,刘潼,刘怀汉,王先登(2015). 长江航道主缓流判别算法研究. 《交通信息与安全》.
  199. 蒋仲廉,初秀民,严新平(2015). 智能水运的发展现状与展望——第十届中国智能交通年会《水路交通智能化论坛》综述. 《交通信息与安全》.
  200. 刘兴龙,初秀民,马枫,聂阳,石磊(2015). AIS错误目标PCR6融合识别方法研究. 《武汉理工大学学报》.
  201. 徐武雄,初秀民,刘兴龙(2015). 船舶行为可视分析关键技术研究. 《武汉理工大学学报(信息与管理工程版)》.
  202. 徐武雄,初秀民,刘兴龙(2015). 水上交通信息可视化技术研究进展. 《中国航海》.
  203. 谢斌,高嵩,初秀民,潘育明,刘怀汉(2015). 基于神经网络和小波变换的长江山区航道雾情时空分布. 《中国航海》.
  204. 柳晨光,初秀民,谢朔,王乐(2015). 基于单目视觉的水面船舶多目标定位方法. 《交通运输工程学报》.
  205. 刘怀汉,曾晖,周俊安,吕永祥,初秀民(2015). 内河航道助航系统智能化技术研究现状与展望. 《水利水运工程学报》.
  206. 柳晨光,初秀民,王乐,谢朔,吴青(2015). 欠驱动水面船舶的轨迹跟踪模型预测控制器. 《上海交通大学学报》.
  207. 石磊,初秀民,柳晨光(2015). 基于船岸一体化的江海直达船舶在航动态监控系统构建. 《船海工程》.
  208. Wuxiong Xu, Xiumin Chu, Xinglong Liu (2015). Simulation models of vessel traffic flow in inland multi-bridge waterway. International Conference on Transportation Information and Safety.DOI
  209. Xin-Li Li, Huai-han Liu, Xianqiao Chen, Xiumin Chu (2015). Research on data processing method of detection for dynamic ship draft based on multi-beam sonar system. International Conference on Transportation Information and Safety.DOI
  210. Wei He, Jie-Qiong Xiong, Mingcong Liu, Xiumin Chu, Chen-Guang Liu, Lei Shi, Le Wang (2015). Technology of Information Collection and Analysis about Steering Operation Behavior of Inland Waterway Sailing Ship.DOI
  211. Shuo Xie, Chen-Guang Liu, Xiumin Chu, Xue Ouyang (2015). A Positioning System Based on Monocular Vision for Model Ship. International Conference on Computational Logistics.DOI
  212. Wuxiong Xu, Jin-Yu Lei, Xiumin Chu (2015). 3D Visualization Model of Vessel Trajectory in Bridge Area Based on AIS.
  213. Xiao-Bo Sheng, Xin-Li Li, Huai-han Liu, Xiumin Chu, Xianqiao Chen (2015). The design research of dynamic measurement system of inland ship draft. International Conference on Transportation Information and Safety.DOI
  214. W. Liu, Xianqiao Chen, Xiumin Chu (2015). Inland waterway image haze-removal based on the dark-channel prior. International Conference on Transportation Information and Safety.DOI
  215. Chen-Guang Liu, Huarong Zheng, R. Negenborn, Xiumin Chu, Le Wang (2015). Trajectory Tracking Control for Underactuated Surface Vessels Based on Nonlinear Model Predictive Control. International Conference on Computational Logistics.DOI
  216. F. Ma, Qing Wu, Xin-Ping Yan, Xiumin Chu, Di Zhang (2015). Classification of Automatic Radar Plotting Aid targets based on improved Fuzzy C-Means.DOI
  217. Xiumin Chu, Xinglong Liu, Wuxiong Xu (2015). Advances of Maritime Traffic Information Visualization Techniques.
  218. 吴青,宋成果,刘怀汉,初秀民,李昕(2014). 基于OGRE3D的三维内河航道仿真系统研究. 《武汉理工大学学报(交通科学与工程版)》.
  219. 初秀民,李祎承,余玉欢(2014). 长江中下游航道通过能力计算方法. 《交通运输系统工程与信息》.
  220. 刘兴龙,初秀民,尹奇志,罗宁(2014). 基于PDA的过闸船舶快速安检系统研究与实现. 《武汉理工大学学报(信息与管理工程版)》.
  221. 徐武雄,初秀民,刘兴龙(2014). 船舶交通流建模与仿真研究进展. 《水利水运工程学报》.
  222. 柳晨光,初秀民,吴青,王桂冲(2014). USV发展现状及展望. 《中国造船》.
  223. 初秀民,刘潼,马枫,刘兴龙,钟鸣(2014). 山区航道AIS信号场强分布特性. 《交通运输工程学报》.
  224. 邓守城,吴青,石兵,初秀民,陈先桥(2014). 基于案例推理的水上交通突发事件应急响应资源需求预测. 《中国安全科学学报》.
  225. 陈真义,柳晨光,石磊,何伟,初秀民(2014). 基于AIS的内河船舶油水分离器远程监管系统实现. 《交通信息与安全》.
  226. 柳晨光,初秀民,马枫,李坤,严新平(2014). 内河在航液货船综合信息通用采集终端开发. 《航海技术》.
  227. 徐武雄,初秀民,陈先桥,李祎承(2014). 桥区航道交通流仿真中船舶生成方法. 《系统仿真学报》.DOI
  228. Xiumin Chu (2014). Calculation Method for Traffic Capacity in the Midstreamdownstream of Yangtze River.
  229. Xinglong Liu, Wei He, Xiumin Chu, F. Ma, Yang Nie (2014). A Multi-source Information Fusion Method for Error AIS Targets Identification.DOI
  230. Chen-Guang Liu, R. Negenborn, F. Ma, Xiumin Chu, H. Zheng (2014). Towards an experimental platform for inland waterway ship navigation. Proceedings of the 11th IEEE International Conference on Networking, Sensing and Control.DOI
  231. Xiumin Chu, Xin-Li Li, Xianqiao Chen, Huai-han Liu (2014). Detection method and device for draft of ship in inland waterway.
  232. Xiumin Chu, Xinglong Liu, Wuxiong Xu (2014). Review of modeling and simulation of vessel traffic flow.
  233. Wei He, Xiumin Chu (2014). A Novel Navigation Information Management System for Food Maritime Logistics Based on Internet of Things.DOI
  234. Zhong-Zhen Yan, Xiumin Chu, Lei Xie, Xin-Ping Yan (2014). Inland Ship Image Edge Detection Based on Wavelet Transforms and Improved Canny Operator.DOI
  235. F. Ma, Tong Liu, Xinglong Liu, Xiumin Chu, Ming Zhong (2014). Distribution characteristic of AIS signal field intensity along mountainous waterway.
  236. Xin-ping Yan, Ling-Zhi Sang, Zhe Mao, Wen-Juan Zhang, Xiumin Chu, Di Zhang, S. Fu, Cheng-Peng Wan (2014). System and method for inland river bridge zone shipborne sailing active collision prevention.
  237. W. Liu, Xianqiao Chen, Xiumin Chu (2014). Belief rule-based methodology and Particle filter for radar target tracking. International Conference on Informative and Cybernetics for Computational Social Systems.DOI
  238. Shou-Cheng Deng, Qing Wu, Xiumin Chu (2014). Risk assessment of waterway emergencies in Yangtzen river by using fuzzy logic.
  239. Yang Wang, Jinfen Zhang, Xianqiao Chen, Xiumin Chu, Xinping Yan (2013). A spatial-temporal forensic analysis for inland-water ship collisions using AIS data. Safety Science, Vol. 570.DOI
  240. 侯海强,李祎承,初秀民(2013). 长江繁忙水域船舶间距模型. 《大连海事大学学报》.DOI
  241. 高健,陈先桥,初秀民,尹奇志(2013). 内河航道采砂监测系统设计及应用. 《武汉理工大学学报(信息与管理工程版)》.
  242. 桑凌志,毛喆,李弢,初秀民,严新平(2013). 水上交通事故调查协同处理系统. 《中国航海》.
  243. 马枫,初秀民,严新平(2013). 内河AIS船台自适应发射功率调节技术. 《中国航海》.
  244. 吴青,曾飞,初秀民(2013). 物联网技术在现代散货码头应用现状及趋势展望. 《第八届中国智能交通年会论文集》.
  245. 赵恺,初秀民,王耀兵,陈宗伟(2013). 港口物流枢纽危险品监控与预警系统. 《水运工程》.
  246. 桑凌志,毛喆,严新平,初秀民(2013). Smart River发展现状与思考. 《武汉理工大学学报(交通科学与工程版)》.
  247. 李弢,初秀民,张东华,柳晨光(2013). 基于长江电子航道图的航线动态生成算法及实现. 《航海技术》.
  248. 马枫,严新平,初秀民(2013). 船舶自动识别系统性能半实物仿真方法研究. 《系统仿真学报》.DOI
  249. Tao Guo, Huai-Han Liu, Xiumin Chu (2013). The Framework Research on Short-Term Water Level Forecasting Model of Chang Jiang.DOI
  250. Chengguo Song, Qing Wu, Xiumin Chu, Xin Li (2013). Inland Waterway AtoN Simulation Based on Virtual Reality.DOI
  251. Pin-Fu Yang, Xianqiao Chen, Xiumin Chu (2013). The Design and Realization of ECDIS for Yangtze River Based on S57 standard.DOI
  252. Ling-Zhi Sang, Zhe Mao, Xin-Ping Yan, Xiumin Chu (2013). A Quantificational Description Method of Vessel Track Based on AIS Data.DOI
  253. F. Ma, Xin-ping Yan, Xinglong Liu, Xiumin Chu, Tong Liu, Yang Nie (2013). Ais one kind of signal field strength measuring device.
  254. Wuxiong Xu, Xiumin Chu, Xianqiao Chen, Yi-Cheng Li (2013). Method of Generating Simulation Vessel Traffic Flow in the Bridge Areas Waterway. Communication Systems and Applications.DOI
  255. Xing Sun, Runtian He, Xiumin Chu, Xin-Ping Yan, Feng Miao (2013). Research on Acquisition and Communication Technology of Marine Equipment Fault Diagnosis Information for Vessels in Inland Rivers.DOI
  256. Xianqiao Chen, Wen-xin Kong, Xiumin Chu, Chengming Zou (2013). An Investigation of Fog Water Droplet Structure Characteristics Based on Image Definition.DOI
  257. F. Ma, Xiumin Chu, Chen-Guang Liu (2013). The Error Distinguishing of Automatic Identification System Based on Improved Evidence Similarity.DOI
  258. Xiumin Chu, Wuxiong Xu, Xin-ping Yan, Xianqiao Chen, Zhe Mao, Ling-Zhi Sang, Wen-Juan Zhang (2013). Inland river bridge area ship safe navigation precontrol system.
  259. Zhenyi Chen, Xiumin Chu, Zhe Mao, Yi-Chen Li, Tong Liu, Xiu-Min Chu (2013). Positioning System Design of Aids to Inland Navigation Based on ZigBee and DGPS.DOI
  260. Yi-Cheng Li, Xiumin Chu, Ling-Zhi Sang, Zhenyi Chen (2013). Rule for Vessel Distribution in Continuous Bridge Area of the Yangtze River.DOI
  261. F. Ma, Xin-ping Yan, Xinglong Liu, Xiumin Chu, Tong Liu, Yang Nie (2013). Measuring device and method for AIS (automatic identification system) signal field intensity.
  262. 马枫,初秀民,严新平(2012). AIS基站短消息特性. 《交通运输工程学报》.
  263. 初秀民,何润添,徐海潮,李龙,李朝辉(2012). 中小船舶驾驶台多功能数字控制单元软件生成设计研究. 《中国造船》.
  264. 孙星,严新平,初秀民,桑凌志(2012). 基于船标岸一体化技术的内河信息服务关键技术研究. 《交通信息与安全》.
  265. 宋成果,初秀民,徐海潮,吴青(2012). 基于多功能航标的海事监管模式的研究应用. 《中国航海》.
  266. 张金奋,严新平,陈先桥,初秀民(2012). 基于概率分布的长江干线水上交通事故分析. 《中国航海》.
  267. 郭涛,刘怀汉,万大斌,初秀民,雷国平(2012). 长江“智能航道”系统架构与关键技术. 《水运工程》.
  268. 张矢宇,李娜,初秀民(2012). 长江水上交通安全与防污染技术研发基地发展规划. 《交通企业管理》.
  269. 齐英凯,徐海潮,初秀民,李弢(2012). 基于S57的内河船舶导航系统研究. 《航海技术》.
  270. 童庆,刘兴龙,尹奇志,初秀民(2012). 浅析三峡过闸船舶夹带危险品检测技术与装备. 《中国水运》.
  271. 齐英凯,何润添,初秀民,徐海潮(2012). 内河船舶嵌入式网关系统设计. 《中国修船》.
  272. Jian Zhang, Yan-Fen Cheng, Q. Yin, Xiumin Chu, Chen Zhou, Gang Huang (2012). Research on Service Platform of Three Gorges Lockage Maritime Security. 2012 11th International Symposium on Distributed Computing and Applications to Business, Engineering & Science.DOI
  273. Zong-Xiang Yuan, Zichao Huang, Xiumin Chu, De-Qi Huang (2012). The Research on Inland River Ship Rescue Methods.DOI
  274. Xin-ping Yan, Xiumin Chu, F. Ma (2012). Short message characteristics of AIS base stations.
  275. F. Ma, Xiumin Chu, Xin-Ping Yan, Chen-Guang Liu (2012). ERROR DISTINGUISH OF AIS BASED ON EVIDENCE COMBINATION.
  276. 吴青,崔建平,马枫,初秀民(2011). 基于奥村模型的内河AIS基站监测范围研究. 《武汉理工大学学报(信息与管理工程版)》.
  277. 马枫,严新平,初秀民,何润添(2011). 船舶自动识别系统信号失效与场强的相关性. 《大连海事大学学报》.
  278. 孙星,吴勇,初秀民,严新平(2011). 内河航标遥测遥控系统设计. 《中国航海》.
  279. 初秀民,徐海潮,万剑,宋成果(2011). 基于多线程的船载自动识别系统报文解析. 《中国航海》.
  280. 张笛,严新平,刘敬贤,初秀民(2011). 基于网格技术的长江干线碰撞风险评价方法研究. 《中国航海》.
  281. 苗凤林,李龙,初秀民,李朝辉(2011). 通用型船舶信号灯控制器设计与实现. 《船舶工程》.
  282. 杨品福,陈先桥,初秀民(2011). 长江航道测量信息化处理相关技术研究. 《中国水运》.
  283. 孙星,初秀民,李龙(2011). 船舶主机遥控信息显示系统设计. 《船舶工程》.
  284. Jinfen Zhang, Xin-Ping Yan, Xianqiao Chen, Xiumin Chu, Zhang Di (2011). Study on the Coordination between Berths and Channels in Tianjin Port.DOI
  285. Lei Xie, Xiumin Chu, Ming Huang, Zhong-Zhen Yan (2011). Vessel Traffic Flow Detection and Tracking in River.DOI
  286. Zhe Mao, Xin-Ping Yan, Hui Chen, Xiumin Chu, Xiong-Fei Yuan (2011). Use of GIS for Marine Accident Data Analysis Visualization.DOI
  287. Xing Sun, Xin-Ping Yan, Q. Yin, Xiumin Chu (2011). Research on Navigation Information Flow Architecture of the Three Gorges under the Support of Internet of Things.DOI
  288. Xin-ping Yan, Xiumin Chu, F. Ma (2011). Fishing net tracker based on automatic ship identification technology and method thereof.
  289. Q. Yin, Xin-Ping Yan, Xiumin Chu, Xing Sun, Yiqi Chen (2011). The Design of Real-Time Oil Spill Monitoring System for Inland Waterway Based on Ais Navigation Marks.DOI
  290. 尹奇志,孙星,初秀民,陈一奇,严新平(2010). 基于多功能航标的水面溢油在线监测系统设计. 《武汉理工大学学报》.
  291. 严新平,马枫,初秀民,陈晨(2010). 长江船舶交通流实时采集关键技术研究. 《中国航海》.
  292. 孙星,吴勇,初秀民(2010). 船-标-岸协同下智能长江航运及其发展展望. 《交通信息与安全》.
  293. 方晶,吴青,初秀民,吴勇(2010). 基于多功能航标的长江水文信息采集系统研究. 《交通信息与安全》.
  294. 严忠贞,严新平,马枫,初秀民(2010). 绿色长江航运智能化信息服务系统及其关键技术研究. 《交通信息与安全》.
  295. 尹奇志,初秀民,孙星,张涛(2010). 船舶溢油监测方法的应用现状及发展趋势. 《船海工程》.
  296. 陈一奇,尹奇志,初秀民(2010). 基于AIS的舱底水排放监控系统的设计. 《船海工程》.
  297. Zhe Mao, Hui Chen, Xiumin Chu (2010). Overview on Marine Accident Analysis and Its Research Trends.
  298. Xiumin Chu (2010). Design of Bilge Water Discharge Monitoring System Based on AIS.
  299. Xianqiao Chen, Xin-Ping Yan, Xiumin Chu (2010). The Contrast Enhancement for Foggy Image Based on Atmospheric Degraded Model and Sky Separating. International Conference on Biomedical Engineering and Computer Science.DOI
  300. Xianqiao Chen, Xin-Ping Yan, Xiumin Chu (2010). Visibility estimated in foggy road traffic based on atmospheric scattering model. 2010 Second International Conference on Computational Intelligence and Natural Computing.DOI
  301. Xianqiao Chen, Xin-Ping Yan, Xiumin Chu (2010). Research on image content retrieval with color features. 2010 Second International Conference on Computational Intelligence and Natural Computing.DOI
  302. Xiumin Chu (2010). Design of Speed Controller of Small Intelligent Vehicle Based on Visual Navigation.
  303. Xiumin Chu (2010). Green Yangtze River Intelligent Shipping Information System and Its Key Technologies. Journal of Transport Information and Safety.
  304. Xiumin Chu (2010). Intelligent Yangtze River Shipping and Its Prospects Based on Coordination of Ship-mark-bank. Journal of Transport Information and Safety.
  305. Yong Wu, Xiumin Chu, Qing Wu, Long Li (2009). The Road Lighting Control Technology Research Base on Ubiquitous Network. International Conference on Wireless Communications, Networking and Mobile Computing.DOI
  306. Xin-Ping Yan, Enjun Wang, Xiumin Chu, Mei Long (2009). Development of Road Information Acquisition System Based On Image Processing.DOI
  307. Xiumin Chu (2009). Design and Implementation of ECU in Car Dashboard Based on CAN Bus. Journal of Wuhan University of Technology-Mater Sci Ed.
  308. Xin-ping Yan, Xiumin Chu, Dong-Ning Huang (2009). Streetlight illumination wireless network control system.
  309. Xin-Ping Yan, Wei-Feng Wang, Xiumin Chu, Lei Xie, Yulin Ma (2009). Methods and Correlation of Describing Segment Profile Feature of Asphalt Pavement.DOI
  310. Xiumin Chu, Yong Wu (2009). Designed on the Low Cost System Framework of Road Condition Recognition Based on Roadside Multi-sensors. Asia-Pacific Conference on Information Processing.DOI
  311. Xiumin Chu (2009). The Feature Analyze for Key Objects in Foggy Traffic Image. Journal of Wuhan University of Technology-Mater Sci Ed.
  312. Xiumin Chu (2009). Control Model and Simulation for Adaptive Frontlight System of Vehicle On Turning Condition. Journal of Wuhan University of Technology-Mater Sci Ed.
  313. Xiumin Chu (2009). Development of Hardware-in-the Loop Simulation for Advanced Front-lighting System Based on xPC Technique.
  314. Xianqiao Chen, Xin-Ping Yan, Xiumin Chu (2009). The Enhancement of Foggy Image with Useful Information Preservation. International Conference on Information Engineering and Computer Science.DOI
  315. Cheng-Qiang Zong, Xin-Ping Yan, Xiumin Chu, Chengqing Yuan (2009). Discussion of key technology for safety of overweight/oversize cargoes' road transportation. International Conference on Power Electronics and Intelligent Transportation System.DOI
  316. Xianqiao Chen, Qing Wu, Xin-ping Yan, Xiumin Chu (2009). The Enhancement for Foggy Traffic Image Based on EM Algorithm. 2009 International Conference on Computational Intelligence and Natural Computing.DOI
  317. Long Li, Xiumin Chu, Yong Wu, Qing Wu (2009). The Development of Road Lighting Intelligent Control System Based on Wireless Network Control. International Conference on Electronic Computer Technology.DOI
  318. Lei Xie, Xiumin Chu, Wei-Feng Wang, Chen Chen (2009). A Stereoscopic Imaging Arithmetic for 3D Measurement of Road Surface Micro-Texture.DOI
  319. Xianqiao Chen, Xin-ping Yan, Xiumin Chu (2008). Fast Algorithms for Foggy Image Enhancement Based on Convolution. International Symposium on Computational Intelligence and Design.DOI
  320. Wan Jian, Xiumin Chu, Yong Wu, Rui Zhang (2008). The Design of Autonomous Smart Car Used in Simulation of Vehicle Platoon. IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application.DOI
  321. Xiumin Chu (2008). Light-duty Vehicle Average Emission Factors of Wuhan City Based on CMEM Model.
  322. Qing Wu, Zhi-Wei He, Xiumin Chu, Dan Lu (2008). An Application of the Adaptive Fuzzy Control in the Longitudinal Control of the Platoon. IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application.DOI
  323. Wei-Feng Wang, Qing Wu, Xiumin Chu, Yong Wu (2008). Discussion to Information Acquisition Technology and Safety Identification Method of Traffic Environment. IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application.DOI
  324. Lei Xie, Qing Wu, Xiumin Chu, Jun Wang, Ping Cao (2008). Traffic Jam Detection Based on Corner Feature of Background Scene In Video-Based ITS. IEEE International Conference on Networking, Sensing and Control.DOI
  325. Xiumin Chu (2008). Enhancement method for pavement images with shadow based on difference threshold.
  326. Xiumin Chu, Yong Wu, Wei-Feng Wang, Qing Wu (2008). Design of In-Vehicle Comprehensive Acquisition System on Freeway Condition under Adverse Weather. IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application.DOI
  327. Enjun Wang, Qing Wu, Xiumin Chu, Lei Xie (2008). Research on road image fusion enhancement technique based on wavelet transform. 2008 IEEE Vehicle Power and Propulsion Conference.DOI
  328. Xianqiao Chen, Xin-Ping Yan, Xiumin Chu, Z. Lv (2007). Recognition of Pavement Image with Shadow Based on Image Decomposition.DOI
  329. Xiumin Chu, Xin-Ping Yan, Mei Long (2007). The Automatic Search of Pavement Surface Distress Image Based on On-Line Learning.DOI
  330. Chao-Zhong Wu, Xiumin Chu, Xin-ping Yan (2007). A Model for Identifying Fatigue Status of Vehicle Drivers Based on Driving Operation.
  331. Xiumin Chu (2007). Key Technologies of Development and Application Assurance for Transportation Assets Management System. Computer Communications.
  332. Xiumin Chu (2006). Design of Driver Vision Activated Enhancement System in Poor Visibility. Computer Communications.
  333. Xiumin Chu, XP Yan, Z. Mao, X.-Z. Zhang (2006). Traffic Sign Positioning Detection Method and Binarization in Freeway Scene Image.
  334. Xiumin Chu, Xin-ping Yan (2005). Design of Driver Operation Database and Its Collecting System.
  335. Xiumin Chu (2003). Study Reality and Prospect on Transportation Asset Management.
  336. Shuo Xie, V. Garofano, Xiumin Chu, R. R. Negenborn. Ship collision avoidance based on deep deterministic policy gradients and beetle antenna search algorithm.

预印本

  1. Zhibo He, Chenguang Liu, Ran Yan, Xiumin Chu (2024). Ship Collision Avoidance Behavior Mechanism Using Arena. SSRN Electronic Journal.DOI

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