电子信息-刘秋明

作者: 时间:2024-01-03 点击数:


刘秋明,男,博士,副院长/副教授,江西泰和人;联系方式:liuqiuming@jxust.edu.cn;

主要研究领域:光场图像采样和三维图像/视频重构,5G无线网络安全与资源优化

工作经历:

2010.6-201212  江西理工大学         助教

2013.1-202012  江西理工大学         讲师

2021.1-至今  江西理工大学         副教授


教育及国外研究背景:

2012.92017.12,工学博士,华中科技大学,通信与信息系统;

2015.102016.10Texas A&M University,访问学者;

2007.92010.1,硕士,南昌大学,信号与信息处理专业;

2003.92007.6,学士,南昌大学电子信息工程系;


所获奖励/荣誉:

毕业设计(论文)优秀指导教师;江西省挑战杯获银奖;蓝桥杯、电子综合设计大赛;美国数学建模大赛;校级教学成果奖一等奖;优秀共产党员


研究项目:

科研类项目:

[1] 横向课题,包括行为管控分析、精准切负荷、webRTC应急通信平台、电磁干扰环境下LPWAN网络性能分析;

[2] 江西省水利厅科技项目:基于区块链的水利数据应用探索,2022年(主持);

[3] 江西省自然科学基金青年基金:非均匀特征下内容中心无线网络缓存和传输策略研究(20202BAB212003) 2020(主持);

[4] 江西省文化艺术科学规划项目:基于多源信息融合的智慧展馆设计(YG2018042,2018年(主持);

[5] 江西省高校人文社会科学研究青年项目:基于物联网技术的城市生活垃圾场管理与臭味监测——以南昌市麦园垃圾场为例(JC18224),2018年(主持);

[6] 江西省教育厅科技项目:改进的随机网络演算理论及其大规模传感器网络中应用GJJ1606262016 (主持);

[7] 江西理工大学校级科研项目:TDMoIP适中恢复算法研究,2014年(主持);

教学类项目:

[1] 江西理工大学校级教学工程项目:“雨课堂+雷实验” 智慧教育信息化模式探索(XZG-18-03-45,2019年(主持);

[2] 国家级创新创业项目:田园渔业综合体物联网管理平台开发及应用(201910407039)(主持),2019年;

[3] 江西省高等学校教学改革研究课题:基于“雨课堂”+“雷实验”的线上“金课”建设研究——以电工电子技术课程为例(JXJG-19-7-16),2019年(主持);

[4] 2020年江西理工大学课程思政项目:通信原理;

论文

期刊论文:

[1] Liu Qiuming,Chen Hao. Online Caching Algorithm for VR Video Streaming in Mobile Edge Caching System,  Accept by Mobile Networks and Applications. 2023.(SCI/四区)

[2] Liu Qiuming, Wang Yichen, Wu Zhen, Wei Ying, Luo Yong and Zhu Changjian, Aerial Light Field Spectrum Analysis for Unmanned Aerial Vehicle Optimization Sampling and Rendering in Large-Scale Scenes,  IEEE Intelligent Transportation Systems Magazine, 2023. (SCI/二区)

[3] Yao Zhexin , Liu Qiuming, Yang Jingkang, Chen Yanan , Wu Zhen . PPUP-GAN: A GAN-based privacy-protecting method for aerial photography[J]. Future Generation Computer Systems, 2023. To be appeared, (SCI/二区,学生一作).

[4] 胡名琪,刘秋明,陈辉明,郭诚君.基于改进残差网络与迁移学习的铜合金金相图分类方法[J/OL].有色金属科学与工程. 2023.(北大中文核心, 学生一作)

[5] 谢敏,朱松挺,许泽峣,刘秋明.基于区块链的水利数据共享平台开发与应用研究[J/OL].水利信息化:1-9[2023-03-17]

[6] 刘秋明,许泽峣,姚哲鑫,等. 融合属性基加密和信用度的水利数据访问控制模型[J]. 科学技术与工程,2023,23(1):263-273. DOI:10.3969/j.issn.1671-1815.2023.01.031. (北大中文核心)

[7] Wang Guodong;Chen Musheng;Wu Junhua; Fan Mingzhe; Liu Qiuming. An improved constrained Bayesian probabilistic matrix factorization algorithm.[J].Soft Computing - A Fusion of Foundations, Methodologies & Applications,2023,: 1-17.(SCI/三区,IF3.732)

[8] Liu Qiuming, Jing Li, Jianming Wei, et al. Efficient multi-user for task offloading and server allocation in mobile edge computing systems[J]. China Communications, 19(7): 226-238, 2022. (SCI/三区,IF3.170)

[9] Hui Yang, Liu Qiuming, "Application of Virtual Reality Technology and Unsupervised Video Object Segmentation Algorithm in 3D Model Modeling", Advances in Mathematical Physics, vol. 2022, Article ID 4743456, 11 pages, 2022. (SCI/四区,IF1.364)

[10] Chen Guo, Liu Qiuming, Zhifang Xiao, Shuo Peng, The Diagnosability of Interconnection Networks with Missing Edges and Broken-Down Nodes Under the PMC and MM* Models, The Computer Journal, 2022;, bxac058. (SCI/四区,IF1.762)

[11] 谢敏,刘秋明,肖贺,等. 基于机器学习的非接触式水位计校准算法研究[J]. 水利信息化,2020(5):37-40.

[12] Hong Zhang, Changjian Zhu, Xiaohu Tang, Yandong Zeng, Liu Qiuming, and Sen Xiang, “A Light Field Sparse and Reconstruction Framework for Improving Rendering Quality”,  IEEE ACCESS ,2020. (SCI/三区,IF3.476)

[13] Changjian Zhu, Hong Zhang,Weiyan Chen, Min Tan, and Liu Qiuming, “An Occlusion Compensation Learning Framework for Improving the Rendering Quality of Light Field. IEEE Trans. on Neural Networks and Learning Systems, pp.1-15,2020. (SCI/一区IF:8.793)

[14] Changjian Zhu, Hong Zhang, Liu Qiuming, Zhixian Zhuang, and Li Yu, “A signal-processing framework for occlusion of 3D scene to improve the rendering quality of view.”  IEEE Trans. on Image Processing, pp: 8944-8959, 2020. (SCI/一区,IF 11.041)

[15] Changjian Zhu, Hong ZhangLiu Qiuming, Yanping Yu, and Hongtao Su, A Frequency Analysis of Light Field Sampling for Texture Information[J],Optics Express, 28(8), 11548-11572, 2020. (SCI/二区,IF3.833)

[16] Liu, Qiuming, S. Liu, C. Zeng , et al. Secrecy Control of Wireless Networks with Finite Encoding Blocklength[J]. Algorithms, 2019, 12(2):49. (EI compendex)

[17] Liu, Qiuming, H. Xiao, X. Qiu and L. Yu, " Online Scheduling for Multi-Hop Wireless Networks with Security Constraints," IEEE Access, vol. 6, pp. 46683-46694, 2019. (SCI/三区,IF3.476)

[18] Liu, Qiuming, H. Xiao, X. Qiu and L. Yu, "Impact of Social Interaction on the Capacity of Hybrid Wireless Networks," IEEE Access, vol. 6, pp. 46683-46694, 2018. (SCI/三区,IF3.476)

[19] Zheng, Jun. Yu, Li, Liu, Qiuming. Per-user throughput analysis for secondary users in multi-hop cognitive radio networks[J]. Computer Networks, 106, 122-133. (SCI/三区,IF5.493)

[20] Liu Qiuming, Jiang X, Qiu X, The Effects of Topology on Throughput Capacity of Large Scale Wireless Networks[J]. Information, 2017, 8(1).(EI compendex)

[21] Liu Qiuming, Luo Y, Ling Y, et al. Throughput Capacity of Selfish Wireless Ad Hoc Networks with General Node Density[J]. Information, 2016, 7(1).(EI compendex)

[22] Liu Qiuming, Yu L, Liu Z, et al. Impact of Heterogeneity and Secrecy on the Capacity of Wireless Sensor Networks [J]. Sensors, 2015, 15(12):30964-30980.(SCI/三区,IF:3.847)

[23] Liu Qiuming, Yu L, Yang P, et al. Secrecy Throughput in Inhomogeneous Wireless Networks with Nonuniform Traffic[J]. International Journal of Distributed Sensor Networks, 2014, 2014.(SCI/四区,IF:1.938)

[24] 刘秋明, 蔡志勇, 王健. 弹性分组环中的队列长度分析[J]. 计算机工程, 2010,36(11):108-110. (北大中文核心)

[25] 刘秋明, 江雪婧. 一种缓存控制的自适应时钟恢复的改进算法[J]. 光通信研究, 2011, 2011(3):17-19.(北大中文核心)

会议论文:


[1] Liu, Qiuming;Li, Jing;Zhou, Ruoxuan;Wei, Jianming;Liu, Shumin;Li, Qiaofu.Physical-Layer Security for Multiuser Computation Offloading with Lyapunov Optimization[A].95th IEEE Vehicular Technology Conference - Spring, VTC 2022-Spring[C],2022.

[2] Changjian Zhu;Hong Zhang;Ying Wei;Nan He; Liu Qiuming.An Iterative Correction Phase of Light Field for Novel View Reconstruction[C]. MMM 2022,Vol.13142: 62-72.

[3] Liu Qiuming;Yichen Wang;Ying Wei;Lei Xie;Changjian Zhu;Ruoxuan Zhou.Spectral Analysis of Aerial Light Field for Optimization Sampling and Rendering of Unmanned Aerial Vehicle[A].2022 IEEE International Conference on Visual Communications and Image Processing (VCIP)[C],2022.

[4] Ying Wei;Changjian Zhu; Liu Qiuming.A Sparsity Analysis of Light Field Signal For Capturing Optimization of Multi-view Images[A].2022 IEEE International Conference on Visual Communications and Image Processing (VCIP)[C],2022.

[5] Wei, Jianming;Liu, Shumin;Liu, Qiuming;Lin, Huimin.V2P Protection Based on Multi-Sensor Fusion in Foggy Scene[A].6th International Conference on Compute and Data Analysis, ICCDA 2022[C],2022.

[6] Zou, Chen;Xie, Wenbiao;Xie, Xiaomei;Zhao, Kai;Liu, Qiuming;Xiao, He.Pedestrian Attribute Recognition Based on Multi-Scale Feature Fusion Over a Larger Receptive Field and Strip Pooling[A].3rd International Conference on Big Data and Artificial Intelligence and Software Engineering, ICBASE 2022[C],2022.

[7] Liu Qiuming;Shen Wang;Yulan Dai;Jintao Zhang;Yichen Wang;Ruoxuan Zhou.Improved PSP-Net Segmentation Network for Automatic Detection of Neovascularization in Color Fundus Images[A].2022 IEEE International Conference on Visual Communications and Image Processing (VCIP)[C],2022.

[8] Jianming Wei, Liu Qiuming, Shumin Liu, Yiping Zeng and Xin Xiong, "Distributed Unsupervised Learning-based Task Offloading for Mobile Edge Computing Systems",15th EAI International Conference on Communications and Networking in China (Chinacom 2020), Cyberspace , 2020/12/20-21, pp. 1-5.

[9] Zhu Changjian, Zhang Hong, Liu Yan, Su Hongtao, Liu Qiuming. An Occlusion Probability Model for Improving the Rendering Quality of Views[C], 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP), Kuala Lumpur, Malaysia, 2019, pp. 1-5.

[10] Bai G, Yu L, Liu Qiuming. An Achievable Throughput Capacity of Three-Dimensional Inhomogeneous Wireless Networks[C]//Vehicular Technology Conference (VTC). IEEE, 2014. (EI compendex)

[11] Liu Qiuming, Jiang X, Zhou Y. Per-Flow End-to-End Delay Bounds in Heterogeneous Wireless Networks[C]. ICCC 2017, Chengdu, China. (EI compendex)

[12] Liu Qiuming, Yu L, Zheng J. Control of Multi-Hop Wireless Networks with Security Constraints[C], VTC-Fall 2017, Toronto, Canada. (EI compendex)

[13] Hu S, Li Y, Liu Qiuming, et al. Throughput capacity of wireless networks with social features[C].International Conference on Wireless Communications & Signal Processing (WCSP). 2013:1 - 6. (EI compendex)

教改类论文:

[1] 刘秋明,江雪婧,柴政.基于雨课堂的电工电子技术金课教学研究[J].中文科技期刊数据库(全文版)教育科学,2022(1):182-184.

[2] 蔡晓丽,刘秋明. 基于创新能力培养的工程管理专业团队学习模式研究[J]. 科教导刊-电子版(下旬),2021(11):54-55.

[3] 余秋明,刘秋明. 新工科背景下地方高校基于“软件工程 +”专业的多方协同育人培养模式探索与研究[J]. 教育现代化,2020,7(61):51-53.

[4] 曾春水,刘秋明. 校企协同创新下软件工程专业特色实验班人才培养探索[J], 教师博览,2019年第9期:4-6.


书籍/专著章节

[1] Liu, Qiuming, Xiao He. (2019) Security in Delay-Tolerant Networks. In: Xuemin (Sherman) Shen, Xiaodong Lin, Kuan Zhang. (eds) Encyclopedia of Wireless Networks. Springer, Cham. doi:10.1007/978-3-319-32903-1_304-1.

[2] 邱晓红、吴沧海、刘秋明、杨俊. 计算机专业英语(第2版),ISBN:9787302523994,出版日期:2019.08.01

[3] 邱晓红、刘秋明、李渤. C语言程序设计(第2版), ISBN:978-7-121-43663-5,出版日期:2022.07




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