个人简介

研究兴趣:地理大数据,遥感影像理解,机器/深度学习,人工/类脑智能


教育经历

2006.9-2009.12

武汉大学测绘遥感信息工程国家重点实验室 | 摄影测量与遥感 | 工学博士

2002.9-2005.6

华南理工大学 | 智能交通理论与方法 | 工学硕士

1998.9-2002.6

长沙理工大学 | 交通运输工程 | 工学学士


工作经历

2013-2014

伊利诺伊大学香槟分校(UIUC) | 国家超级计算与应用中心(NCSA) | 时空大数据分析 | 访问学者

2011.7-2011.11

香港理工大学大地测量与地理信息系|月球影像反立体纠正 | Research Associate

2009.12-2015.10

中南大学土木工程学院 | GIS-T3DGIS | 教师

2011.4-至今

中南大学地球科学与信息物理学院 | 空间信息服务 | 博士后,副教授


社会兼职

[1] 2011-Present, ISPRS Working Group II/6 - Geo-Visualization and Virtual Reality Member

[2] 2014-Present, ACM Member

[3] 2011-Present, IEEE Member

[4] 2014- Present, CCF Member



科研项目

主要课题与项目

(1) 军委科技委创新特区项目(中国之DARPA):类脑智能启发的高分辨率****目标识别方法,2017-2019

(2) 国家重点研发计划:区域遥感协同监测应急服务体系,2016-2018,子题负责

(3) 国家自然科学基金-广东联合基金:超级计算科学应用研究专项,1万时,2016-2017

(4) 湖南省自然科学基金:面向城市区域功能微观结构的时空特征空间分析方法,2016-2018

(5) 国家自然科学基金:动态不确定环境下空间信息服务的深度组合方法,2016-2019,主持。

(6) 教育部留学回国人员科研启动基金:面向城市交通流的时空特征分析理论与方法,2015-2017,主持。

(7) 国家自然科学基金:多任务并发的空间信息服务优化组合方法,2011-2013,主持。

(8) 国家博士后基金面上资助:QoS感知的空间信息服务组合:多任务并发下的合作与竞争机制研究,2012-2013,主持。

(9) 国家博士后基金特别资助:非确定环境下的空间信息服务组合,2013-2014,主持。

(10) 国家自然科学基金:复杂环境下基于视频序列影像的交通事件自动识别方法,2012-2015,第二负责人。

(11) 国家自然科学基金:公路真三维设计:基于体感交互和三维空间曲线的方法,2013-2016,第二负责人。

(12) 国家自然科学基金:线路-结构物-环境耦合约束下的铁路点线协同优化理论与方法,2014-2017,第二负责人。

(13) 重点863项目:典型地质灾害遥感监测与应急关键技术与应用,子课题:空天地一体化协同观测与应急快速处理技术,2013-2015,研究骨干。

(14) 国防973项目:面向**的航天资源组织机理与应用服务方法,61361,2006-2009,学术骨干。

(15) 973项目:复杂条件下飞行器进近可视导航的基础理论研究,子课题—飞行终端区复杂场景建模的理论与方法,2009-2010,研究骨干。

(16) 重点863项目:地理空间的三维建模和分析软件及其应用示范,2009-2010,研究骨干。

(17) 973项目:地观测数据-空间信息-地学知识的转化机理,子课题—空间信息智能服务,2007-2009,核心开发人员。

(18) 863项目:虚拟地理环境中复杂目标的自适应三维可视化关键技术,2006-2009,研究骨干。

发表论文及专著

[1] Jie Chen, Chao Yuan, Min Deng, et al. On the Selective and Invariant Representation of DCNN for High-Resolution Remote Sensing Image Recognition[J].arxiv:1708.01420. 2017.

[2] Haifeng Li, Jian Peng, Chao Tao*, Jie Chen, Min Deng. What do We Learn by Semantic Scene Understanding for Remote Sensing imagery in CNN framework?[J].arXiv:1705.07077,2017.

[3] Haifeng Li, Chao Tao, Zhixiang Wu, Jie Chen,Jianya Gong, Min Deng. RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data[J].arXiv:1705.10450. 2017.

[4] Xin Lin, Haifeng Li, Yan Zhang, Lei Gao, Ling Zhao, Min Deng. A Probabilistic Embedding Clustering Method for Urban Structure Detection[J].arXiv: 1707.03608.2017.

[5] 葛婷, 符锌砂, 李海峰,. 公路三维线形设计及约束建模[J]. 华南理工大学学报 (自然科学版), 2016, 44(8):91-97. (EI)

[6] 葛婷, 符锌砂, 李海峰,. 公路空间几何特性对汽车运动影响[J]. 同济大学学报(自然科学版), 2016, 44(12):1867-1872. (EI)

[7] Zhi Y, Li H, Wang D, et al. Latent spatio-temporal activity structures: a new approach to inferring intra-urban functional regions via social media check-in data[J]. 地球空间信息科学学报(英文版), 2016, 19(2).

[8] Wu G, Mallipeddi R, Suganthan P N, et al. Differential evolution with multi-population based ensemble of mutation strategies[J]. Information Sciences An International Journal, 2016, 329(C):329-345.(SCI)

[9] 符锌砂, 葛婷, 李海峰,. 基于公路三维线形几何特性的行车安全分析[J]. 中国公路学报, 2015, 28(09):24-29. (EI)

[10] 符锌砂, 王祥波, 李海峰,. 基于背景差分的高速公路运动目标检测算法[J]. 华南理工大学学报 (自然科学版), 2015(4):1-6. (EI)

[11] 符锌砂, 龙立敦, 李海峰,. 基于体感交互的公路真三维设计与系统架构[J]. 华南理工大学学报 (自然科学版), 2014, 42(8):91-96. (EI)

[12] Guohua Wu, Witold Pedrycz, Haifeng Li*, Manhao Ma, Jin Liu. Coordinated Planning of Heterogeneous Earth-Observation Resources, IEEE Transactions on System Man Cybernetics: System. DOI:10.1109/TSMC.2015.2431643 (IF:2.169, SCI)

[13] Guohua Wu, Dishan Qiu, Ying Yu, Witold Pedrycz, Manhao Ma, Haifeng Li*. Superior solution guided particle swarm optimization combined with local search techniques. Expert Systems with Applications. 2014, 41(16): 7536–7548 (IF:1.854, SCI)

[14] Guohua Wu, Witold Pedrycz, Manhao Ma, Dishan Qiu, Haifeng Li*, Jin Liu. A Particle Swarm Optimization Variant with an Inner Variable Learning Strategy. The Scientific World Journal. 01/2014, DOI:http://www.hindawi.com/journals/tswj/aip/713490/ (IF:1.730, SCI)

[15] Haifeng Li*, Bo Wu. Adaptive Geo-Information Processing Service Evolution: Reuse and Local Modification Method. ISPRS Journal of Photogrammetry and Remote Sensing. 2013, 83:165-183.(IF 3.313, SCI)

[16] Chenglin Zuo, Yu Liu, Haifeng Li*, Jin Liu, Maojun Zhang. Radial Stereo Imaging System for Three-Dimensional Reconstruction. OPTIK. 2013,124(24):6700–6706. (SCI)

[17] Yu Liu, Haifeng Li*, Yongle Li, Jin Liu, Maojun Zhang. Coded Aperture Enhanced Catadioptric Optical System for Omnidirectional Image Deblurrin. OPTIK. 2014,125(1) 2014:11–17.(SCI)

[18] Guohua Wu, Witold Pedrycz, Haifeng Li*, Dishan Qiu, Manhao Ma, Jin Liu. Complexity Reduction in the Use of Evolutionary Algorithms to Function Optimization: a Variable Reduction Strategy. The Scientific World Journal.10/2013, 2013:1-8 (IF:1.730, SCI)

[19] Li, Haifeng*, Zhu, Q, Yang, X, Xu, L. . Geo-Information Processing Service Composition for Concurrent Tasks: A QoS-Aware Game Theory Approach. Computers & Geosciences, 2012, 47 :46-59. (IF:1.834, SCI)

[20] Bo Wu*, Haifeng Li, Yang Gao. Investigation and Remediation of False Topographic Perception Phenomena Observed on Chang’E-1 Lunar Imagery. Planetary and Space Science. 2013,75:158–166. (IF:2.109, SCI)

[21] Li, Haifeng*, Q., Zhu. Y. Ouyang. Non-Cooperative Game Based QoS-Aware Web Services Composition Approach for Concurrent Tasks. IEEE 9th International Conference on Web Services (ICWS 2011), Washington DC USA.(大会报告, accepted rate 11% EI)

[22] Haifeng Li*, Bo Wu. A Service-Oriented Architecture for Proactive Geospatial Information Services, Future Internet, 2011, 3(4): 298-318, doi:10.3390/fi3040298.

[23] Li, Haifeng*, A Service-Oriented Architecture for Networked Highway. Procedia Engineering. 2011.(EI)

[24] 李海峰*, 朱庆, 杨晓霞, 欧阳怡强. QoS感知的多任务遥感信息服务优化组合非合作博弈模型. 武汉大学学报(信息科学版). 2010, 35(8): 967-970. (EI)

[25] 朱庆, 李海峰*, 杨晓霞. 遥感信息聚焦服务多层次语义约束模型. 武汉大学学报(信息科学版). 2009, 34(12): 1454-1457. (EI)

[26] Li, Haifeng*, QoS-Aware Web Services Composition: A Cooperate Optimization Approach. Key Engineering Materials. 2011, 467-469: 69-74. (EI)

[27] Li, Haifeng*, Fu, Xinsha. An Intelligence Traffic Accidence Monitor System Using Sensor Web Enablement. Procedia Engineering. 2011. (EI)

[28] Li, Haifeng*, X. Xu, X. Fu. Three dimensional highway real-time visual system design and application. Key Engineering Materials. 2011, 467-469: 63-68. (EI)

[29] Li, Haifeng*. A Queue Theory Based Response Time Model for Web Services Chain. 2010 International Conference on Computational Intelligence and Software Engineering (CiSE). IEEE Computer Society, 2010. 1-4. (EI)

[30] Li, Haifeng*, X. Yang. A Min-Conflict Heuristic Base Web Service Chain Reconfiguration Approach. Intelligent Information Management. 2010, 2(10): 597-607.

[31] Li, Haifeng*, Q. Zhu, X. Yang. Hierarchical constraint model for focused geospatial information services. International Conference on Earth Observation Data Processing and Analysis (ICEODPA 2008). Wuhan, China: SPIE, 2008. 52-62. (EI)

[32] Li, Haifeng*, X. Yang, Y. Ouyang. MCHRC: Min-Conflict Heuristic-Based Web Services Chain Reconfiguration Approach. 2009 International Conference on Computational Intelligence and Software Engineering (CiSE 2009). Wuhan, China: IEEE Computer Society, 2009. (EI)

[33] Li, Haifeng*. Remote Sensing Service Chain Self-Evolution Method. 7th International Joint Conference on Service Oriented Computing /ServiceWave 2009 PhD Symposium. Stockholm, Sweden: CEUR-Workshop Proceedings, 2009. 49-54.

[34] 朱庆, 杨晓霞, 李海峰. 基于语义匹配的遥感信息处理服务组合方法. 武汉大学学报(信息科学版). 2010, 35(4): 384-387. (EI)

[35] 朱庆, 杨晓霞, 李海峰. 基于关键路径和响应时间约束的空间信息服务优化组合算法. 武汉大学学报(信息科学版). 2007, 32(11): 1042-1045. (EI)

[36] Yang, X., Q. Zhu, Li, Haifeng, W. Zhao. Remotely Sensed Image Processing Service Composition Based on Heuristic Search. International Conference on Earth Observation Data Processing and Analysis (ICEODPA 2008). Wuhan, China: SPIE, 2008. 63-70. (EI)

[37] 杨晓霞, 朱庆, 李海峰. 知识导航的遥感信息处理服务分类选择方法. 中国测绘学会2009年学术年会. 2009. 170-178.

[38] Zhu, Q., X. Yang, Haifeng Li. Optimal Composition Algorithm with a CPM Response Time Guarantee for Remotely Sensed Image Processing Services. In: Geospatial Technologies for Earth Observation. Springer, 2009.

[39] Li, Haifeng*, D. Jia, J. Zhu, X. Fu. UML model for MIS of bridge based on B/S architecture 23rd Annual Southern African Transport Conference, SATC 2004: Getting Recognition for the Importance of Transport. Pretoria, South Africa, 2004. 274.1-274.7. (EI)

[40] Fu, X., Li, Haifeng*, J. Zhu, E. Xu. Architecture analysis of a three-dimensional highway real-time system. 25th Annual Southern African Transport Conference, SATC 2006 - 2010: Will Transport Infrastructure and Systems be Ready. Pretoria, South Africa, 2006. 518-526. (EI)

[41] Xu, X., Li, Haifeng*, L. Ma. Framework Design of Traffic Management Planning in Small Cities of China: Case of Yongan City Fujian Province. 13th International Conference, Road Safety on Four Continents. 2005.

[42] Gong, D., H. Xie, X. Xu, X. Fu, Li, Haifeng. A new concept of landscape design in highway construction. 24th Annual Southern African Transport Conference, SATC 2005: Transport Challenges for 2010. Pretoria, South Africa, 2005. 927-934. (EI)