庄曜铭  

硕士生导师

电子邮箱:

入职时间:2019-07-10

职务:东北大学机器视觉实验室负责人

学历:博士研究生毕业

办公地点:东北大学浑南校区建筑学馆B318室

联系方式:+86-24-83656512(院办)

学位:博士

主要任职:硕士生导师,特聘副研究员

其他任职:中美联合培养博士

毕业院校:东北大学 亚利桑那州立大学

学科:机器人科学与工程
模式识别与智能系统
控制理论与控制工程

论文成果

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论文成果


期刊论文

[1] Baoquan Chen, Zhongxing Ma, Pengcheng Zhu, Yaoming Zhuang*, Weixin Lu, and Haoyang ZhaoInstGPMap: Real-Time Instance-Level Global Prior Mapping via Historical Predictions FusionIEEE Robotics and Automation Letters(RA-L)2025(SCI, JCR: Q1, IF: 5.30, 中科院二区TOP期刊) 

IEEE Xplorehttps://ieeexplore.ieee.org/document/11260936

[2] Yaoming Zhuang*Longyu Ma, Jiaming Liu, Yonghao Xian,Baoquan Chen,Li Li, Chengdong Wu, Wei Cui, Zhanlin LiuA Diffusion Model-Based Image Generation Framework for Underwater Object Detection, Communications Engineering2025(Nature子刊) 

RUOD dataset: https://github.com/dlut-dimt/RUOD

UDD dataset: https://github.com/chongweiliu/udd_official

Code: https://github.com/maxiaoha666/ULGF

[3] Weijia Chen, Jiaming Liu, Tong Liu, Yaoming Zhuang*PCPE-YOLO with A Lightweight Dynamically Reconfigurable Backbone for Small Object DetectionsScientific Reports2025, 15: 29988(Nature子刊) 

Springer Nature: https://link.springer.com/article/10.1038/s41598-025-15975-w

Code: https://github.com/WeijiaChen123/PCPE-YOLO

[4] Zhenjie Duan, Yaoming Zhuang*, Yifan Chao, Pengcheng Zhu, Li Li, Chengdong Wu and Zhanlin LiuBEV-PolyNet: BEV-Based Polygonal End to End Parking Slot Detection FrameworkIEEE Robotics and Automation Letters(RA-L)2025, 10(10): 10322-10329(SCI, JCR: Q1, IF: 5.30, 中科院二区TOP期刊) 

IEEE Xplorehttps://ieeexplore.ieee.org/document/11129638

Code: https://github.com/Xiaoszs/name/tree/main

[5] Yaoming Zhuang*Jiaming Liu, Haoyang Zhao, Longyu Ma, Zirui Fang, Li Li, Chengdong Wu, Wei Cui, Zhanlin LiuA Deep Learning Framework Based on Structured Space Model for Detecting Small Objects in Complex Underwater Environments, Communications Engineering2025, 4(24): 1-11(Nature子刊,东北大学首篇) 

Springer Nature: https://www.nature.com/articles/s44172-025-00367-9

Code: https://github.com/JML123123/UWNet

[6] Yaoming Zhuang*, Zhenjie Duan, Li Li, Chengdong Wu, Zhanlin Liu. PC-FusionMap: A Novel Point Cloud Generation and Multimodal Fusion Approach for HD Map Construction, IEEE Transactions on Intelligent Vehicles(TIV) , 2024. (SCI, JCR: Q1, IF: 14.3, 中科院一区TOP期刊)

IEEE Xplore: https://ieeexplore.ieee.org/document/10786263

[7] Pengcheng Zhu, Yaoming Zhuang*, Baoquan Chen, Li Li, Chengdong Wu and Zhanlin Liu. MGS-SLAM: Monocular Sparse Tracking and Gaussian Mapping with Depth Smooth Regularization, IEEE Robotics and Automation Letters(IEEE RA-L with ICRA 2025), 2024, 9(11): 9486-9493. (SCI, JCR: Q2, IF: 4.60, 中科院二区TOP期刊)  

IEEE Xplore: https://ieeexplore.ieee.org/document/10679906

arXiv: http://arxiv.org/abs/2405.06241

Code: https://github.com/Z-Pengcheng/MGS-SLAM

bilibili: https://b23.tv/BUIdKMZ

YouTube: https://youtu.be/twwELF3LgZs?si=Lav7qEIeqh476FBm

[8] Yaoming Zhuang*, Pengrun Jia, Zheng Liu, Li Li, Chengdong Wu, Xinye Lu, Wei Cui, and Zhanlin Liu. Amos-SLAM: An Anti-Dynamics Two-stage RGB-D SLAM Approach, IEEE Transactions on Instrumentation and Measurement(TIM), 2024, 73: 1-10. (SCI, JCR: Q1, IF: 5.60, 中科院二区TOP期刊)   

IEEE Xplore: https://ieeexplore.ieee.org/document/10316308

Code: https://github.com/1812598631/Amos-slam

bilibili: https://www.bilibili.com/video/BV1qU411d7Mm

YouTube: https://youtu.be/TlzeyxawWUQ

[9] Qiang Zou, Haipen Wang, Tianle Zhang, Zhengqi Li, Yaoming Zhuang. Research on Path Planning Method for Autonomous Patrol Robots, Electronics2024, 13(14): 2865. (SCI, JCR: Q2, IF: 2.60)  

[10] Zheng Liu, Yaoming Zhuang*, Pengrun Jia, Chengdong Wu, Hongli Xu,  and Zhanlin Liu. A Novel Underwater Image Enhancement Algorithm and an Improved Underwater Biological Detection Pipeline [J]. Journal of Marine Science and Engineering, 2022, 10(9): 1-21. (SCI, JCR: Q1, IF: 2.744)   

Code: https://github.com/April-LIU3479/master

[11] Li Li, Yaoming Zhuang, Yanpeng Gao*, and Shasha Li. One Man’s Trash Is Another Man’s Treasure: Negative Experiences of Tourists with Different Satisfaction Levels [J]. Sustainability, 2022, 14(23): 1-13. (SCI, JCR: Q2, IF: 3.889)

[12] Yaoming Zhuang*, Chengdong Wu, Hao Wu, Zuyuan Zhang, Hongli Xu, Qingyong Jia and Li Li. Event Coverage Hole Repair Algorithm Based on Multi-AUVs in Multi-Constrained Three-Dimensional Underwater Wireless Sensor Networks [J]. Symmetry, 2020, 12(11): 1-20. (SCI, JCR: Q2, IF: 2.645)

[13] Yaoming Zhuang*, Chengdong Wu, Hao Wu, Zuyuan Zhang, Yuan Gao and Li Li. Collaborative Neural Network Algorithm for Event-Driven Deployment in Wireless Sensor and Robot Networks [J]. Sensors, 2020, 20(10): 1-17. (SCI, JCR: Q1, IF: 3.275)

[14] Yaoming Zhuang*, Chengdong Wu, Hao Wu, Hao Chu, Yuan Gao and Li Li. The Repair Strategy for Event Coverage Holes Based on Mobile Robots in Wireless Sensor and Robot Networks [J]. Sensors, 2019, 19(22): 1-21. (SCI, JCR: Q1, IF: 3.275)

[15] Yaoming Zhuang, Chengdong Wu*, and Yunzhou Zhang. Non-Preference Bi-Objective Compound Event Barrier Coverage Algorithm in 3-D Sensor Networks [J]. IEEE Access, 2018, 2018(6): 34086-34097. (SCI, JCR: Q1, IF: 3.745)

[16] Yaoming Zhuang*, Chengdong Wu, Yunzhou Zhang, and Zixi Jia. Compound Event Barrier Coverage Algorithm Based on Environment Pareto Dominated Selection Strategy in Multi-Constraints Sensor Networks [J]. IEEE Access, 2017, 2017(5): 10150-10160. (SCI, JCR: Q1, IF: 3.745)

[17] Yaoming Zhuang*, Chengdong Wu, Yunzhou Zhang, and Zixi Jia. Compound Event Barrier Coverage in Wireless Sensor Networks under Multi-Constraint Conditions [J]. Sensors, 2017, 17(25): 1-17. (SCI, JCR: Q1, IF: 3.275)

[18] 庄曜铭吴成东张云洲一种面向三维感知的多媒体传感器网络覆盖增强算法[J]. 东北大学学报, 2018, 39(5): 609-612. (EI)

[19] Yuan Gao, Xiaosheng Yu, Chengdong Wu, Wei Zhou, Xiaonan Wang, and Yaoming Zhuang. Accurate Optic Disc and Cup Segmentation from Retinal Images Using a Multi-Feature Based Approach for Glaucoma Assessment [J]. Symmetry, 2019, 11(10): 1-18. (SCI, JCR: Q2, IF: 2.645)

[20] Yuan Gao, Xiaosheng Yu, Chengdong Wu, Wei Zhou, Xiaoliang Lei, and Yaoming Zhuang. Automatic Optic Disc Segmentation Based on Modified Local Image Fitting Model with Shape Prior [J]. Journal of Healthcare Engineering, 2019. (SCI, JCR: Q3, IF: 1.803)

[21] Yifei Yao, Yaoming Zhuang*, Yizhi Xie, Chengdong Wu. Prescribed Performance Global Non-Singular Fast Terminal Sliding Mode Control of PMSM Based on Linear Extended State Observer [J]. Actuators, 2025, 14(2): 1-20. (SCI, JCR: Q2, IF: 2.2)

[22]  Shuai Wang, Yinuo Xie, Kangyi Huang, Jun Lang, Qi Liu*, and Yaoming Zhuang* Advanced Servo Control and Adaptive Path Planning for a Vision-Aided Omnidirectional Launch Platform in Sports-Training Applications [J]. Actuators, 2025, 14(12): 1-26. (SCI, JCR: Q2, IF: 2.2)

Actuators: https://www.mdpi.com/2076-0825/14/12/614


 


会议论文

[1] Yaoming Zhuang*, Chengdong Wu, Yunzhou Zhang, Pengju Si, Yuan Gao and Yang Wu. Mobile Robots Healing Strategy for Event Coverage Holes in Wireless Sensor and Robot Networks [C].The 31st Chinese Control and Decision Conference (CCDC), 2019, 4743-4748. (EI)

[2] Yaoming Zhuang*, Chengdong Wu, and Yunzhou Zhang. A Coverage Hole Recovery Algorithm for Wireless Sensor Networks Based on Cuckoo Search [C]. IEEE 7th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems (CYBER), July, 2017, 1552-1557. (EI)

[3] Yaoming Zhuang*, Chengdong Wu, Yunzhou Zhang, and Sheng Feng. Realization of Moving Object Detection and Tracking Algorithm Based on Frame Difference Method and Particle Filter Algorithm [C]. The 29th Chinese Control and Decision Conference (CCDC), May, 2017, 161-166. (EI)

[4] Yuan Gao, Xiaosheng Yu, Cheng dong Wu, and Yaoming Zhuang. Automated Segmentation of the Optic Disc from Retinal Image Using Modified Local Intensity Clustering Model [C]. The 31st Chinese Control and Decision Conference (CCDC), 2019, 602-606. (EI)

[5] Yizhi Xie, Yaoming Zhuang*, Chengdong Wu, Fengkui Cao.Comprehensive suppression method of mechanical resonance and disturbance in servo system[C].14th Asian Control Conference(ASCC), 2024, 1854-1859. (EI)

[6] Yifei Yao, Yaoming Zhuang*, Chengdong Wu, Fengkui Cao. Auxiliary Linear Extended State Observer for Position Tracking Control of PMSM Based on Sliding Mode Control[C].14th Asian Control Conference(ASCC), 2024, 1866-1871. (EI)

[7] Peng Xu, Yaoming Zhuang*, Chengdong Wu, Fengkui Cao. Twin-motor Servo Drive Control Based on RL and Perturbation Observer [C].14th Asian Control Conference(ASCC), 2024, 1860-1865.(EI)

[8] Xingjia Zhang, Yaoming Zhuang, Chengdong Wu. Collaborative Control Algorithm of Dual PMSMs Based on Improved Sliding Mode Control. The 2nd International Conference on Intelligent Systems and Robotics (CISR 2025), 2025, 3108(1): 012013. (EI)

[9] Yi Zhang, Yekai Li, Yaoming Zhuang*. An Improved YOLOv8-based Precise Detection Model for Underwater Waste using SPPF_LSKA and C2F_MLCA. International Conference on Intelligent Systems and Robotics (CISR 2025), 2025, 3108(1): 012016. (EI)

[10] Baoquan Chen*, Yaoming Zhuang. YOLO-lite: A novel lightweight model for underwater object detection using large model and graph structure [C].2025 4th International Symposium on Computer Applications and Information Technology (ISCAIT), 2025, 722-725. (EI)








软件著作

[1] 庄曜铭杨建安黄昕洁王圣博何昕怡冯佳慧水下图像识别系统软件著作权软著登字第116400642023

[2] 庄曜铭王圣博王奚伟冯佳慧黄昕洁何昕怡水下先锋技术服务系统软件著作权软著登字第11640065, 2023

[3] 庄曜铭翟梦阳基于空间域的多种高精度点云滤波软件软件著作权软著登字第127050082023

[4] 庄曜铭李烨凯张亦基于YOLOv8算法的水下小目标识别追踪软件软件著作权软著登字第15393133, 2025




发明专利

[1] 吴成东,谢义智,庄曜铭,么佚非一种伺服系统中抑制机械共振和干扰的方法发明专利, CN202410862321.6, 2024

[2] 吴成东,么佚非,庄曜铭,谢义智一种基于反步滑膜控制的伺服系统位置跟踪控制方法发明专利, CN202410879197.4, 2024

[3] 吴成东,徐鹏,庄曜铭,么佚非基于强化学习的伺服电机控制方法发明专利, CN202411221156.22024