姓名: 盛浩
职位:
座机:
邮编:
100191
办公地址:
北京航空航天大学新主楼
电子邮箱:
个人主页:
主页更新中
个人介绍
盛浩,博士,教授,博导,男,1981年生,浙江台州人
ü 国家重点研发计划“物联网与智慧城市关键技术及示范”专项总体组专家、责任专家
ü 国家自然科学基金重点项目负责人
ü 国家重点研发计划课题负责人
ü 澳门理工学院兼职博士生导师
ü 中国人工智能学会人机融合智能专委会秘书长
ü 中国人工智能学会自然计算与数字智能城市专委会副主任
ü 中国计算机学会公共政策委员会执行委员
一、 代表性科研项目
1. 国家自然科学基金重点项目(国际合作),61861166002,类人视觉的开放学习理论与方法,2019.01-2021.12,主持
2. 国家自然科学基金面上项目,61872025,复杂场景中4D光场图像的类人视觉认知理论与方法,2019.01-2022.12,主持
3. 国家自然科学基金面上项目,61472019,面向城域视频的多目标人车混合行为理解关键技术研究,2015.01-2018.12,主持
4. 国家自然科学基金青年项目,61103094,基于光谱指纹特征的弱小目标精确跟踪技术研究,2012.01-2014.12,主持
5. 国家重点研发计划课题,2017YFB1002003,面向智慧城市的智能化集成化软件互操作平台,2017.07-2020.06,主持
二、 代表性论文
1. Hao Sheng, Shuai Wang, Yang Zhang, Dongxiao Yu, Xiuzhen Cheng, Weifeng Lyu, Zhang Xiong. Near-online Tracking with Co-occurrence Constraints in Blockchain-based Edge Computing[J]. IEEE Internet of Things Journal, 2020. (DOI: 10.1109/JIOT. 2020.3035415) (JCR Q1,中科院1区, TOP期刊, IF=9.936)
2. Hao Sheng, Kai Lv, Yang Liu, Weifeng Lyu, Zhang Xiong, Wei Li. Combining Pose Invariant and Discriminative Features for Vehicle Re-identification[J]. IEEE Internet of Things Journal, 2020. (DOI:10.1109/JIOT.2020.3015239) (JCR Q1,中科院1区, TOP期刊, IF=9.936)
3. Hao Sheng, Yanwei Zheng, Wei Ke, Dongxiao Yu, Xiuzhen Cheng, Weifeng Lv, and Zhang Xiong. Mining Hard Samples Globally and Efficiently for Person Re-identification[J]. IEEE Internet of Things Journal, 2020, Vol.7(10), PP:9611-9622. (DOI:10.1109/JIOT.2020.2980549)(JCR Q1,中科院1区, TOP期刊, IF=9.936)
4. Kai Lv, Hao Sheng*, Zhang Xiong, Wei Li, Liang Zheng. Improving Driver Gaze Prediction with Reinforced Attention[J]. IEEE Transactions on Multimedia, 2020. (Accepted) (JCR Q1,中科院1区, TOP期刊, IF=6.051)
5. Yang Zhang, Hao Sheng*, Yubin Wu, Shuai Wang, Wei Ke, and Zhang Xiong. Multiplex Labeling Graph for Near Online Tracking in Crowded Scenes[J]. IEEE Internet of Things Journal, 2020, Vol.7(9), PP:7892-7902. (DOI:10.1109/JIOT.2020.2996609) (JCR Q1, 中科院1区, TOP期刊, IF=9.936) (CiteScore排名:Internet of Things领域排名第一)
6. Hao Sheng, Yang Zhang, Yubin Wu, Shuai Wang, Weifeng Lyu, Wei Ke and Zhang Xiong. Hypothesis Testing Based Tracking with Spatio-Temporal Joint Interaction Modeling[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2020, Vol.30(9), PP:2971-2983. (DOI: 10.1109/TCSVT.2020.2988649) (JCR Q1, TOP期刊, IF=4.133)
7. Kai Lv, Hao Sheng*, Zhang Xiong, Wei Li, Liang Zheng. Pose-based View Synthesis for Vehicles: a Perspective Aware Method[J]. IEEE Transactions on Image Processing, 2020, Vol.29(1), PP:5163-5174. (DOI:10.1109/TIP.2020. 2980130) (JCR Q1,中科院1区, TOP期刊, CCF A类, IF=9.34)
8. Yang Zhang, Hao Sheng*, Yubin Wu, Shuai Wang, Weifeng Lv, and Zhang Xiong. Long-term Tracking with Deep Tracklet Association[J]. IEEE Transactions on Image Processing, 2020, Vol.29, PP:6694-6706. (DOI: 10.1109/TIP.2020.2993073) (JCR Q1, 中科院1区, TOP期刊, CCF A类, IF=9.34)
9. Cen Wang, Minye Wu, Ziyu Wang, Liao Wang, Hao Sheng, Jingyi Yu. Neural Opacity Point Cloud[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, Vol.42(7), PP:1570-1581. (DOI: 10.1109 /TPAMI.2020.2986777) (JCR Q1, 中科院1区, TOP期刊, CCF A类, IF=17.861)
10. Minye Wu, Haibin Ling, Ning Bi, Shenghua Gao, Qiang Hu, Hao Sheng, Jingyi Yu. Visual Tracking With Multiview Trajectory Prediction[J]. IEEE Transactions on Image Processing, 2020, Vol.29, PP:8355-8367. (DOI:10.1109/TIP.2020.3014952) (JCR Q1,中科院1区, TOP期刊, CCF A类, IF=9.34)
11. Yifei Zou, Minghui Xu, Hao Sheng, Xiaoshuang Xing, Yicheng Xu, Yong Zhang. Crowd Density Computation and Diffusion via Internet-of-Things[J]. IEEE Internet of Things Journal, 2020, Vol.7(9), PP:8111-8121. (DOI:10.1109/JIOT.2020.2999723) (JCR Q1, 中科院1区, TOP期刊, IF=9.936)
12. Minghui Xu, Shengling Wang, Qin Hu, Hao Sheng, Xiuzhen Cheng. Quantum Analysis on Task Allocation and Quality Control for Crowdsourcing with Homogeneous Workers[J]. IEEE Transactions on Network Science and Engineering, 2020. (DOI: 10.1109/TNSE.2020.2997716) (JCR Q1, IF=5.213)
13. Hao Sheng, Yang Zhang, Jiahui Chen, Zhang Xiong. Heterogeneous Association Graph Fusion for Target Association in Multiple Object Tracking[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2019, Vol.29(11), PP:3269-3280. (DOI:10.1109/TCSVT.2018.28 82192) (JCR Q1, TOP期刊, IF=4.133)
14. Hao Sheng, Jiahui Chen, Yang Zhang, Jingyi Yu, Wei ke, Zhang xiong. Iterative Multiple Hypothesis Tracking with Tracklet-level Association[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2019, Vol.29(12), PP:3660-3672. (DOI: 10.1109/TCSVT.2018.2 881123) (JCR Q1, TOP期刊, IF=4.133)
15. Xiang Zhang, Nengcheng, Hao Sheng*, Chris Ip, etc. Urban drought challenge to 2030 sustainable development goals[J]. Science of The Total Environment, 2019, Vol.693(25), 133536. (DOI: 10.1016/j.scitotenv.2019.07.342) (JCR Q1, 中科院1区, TOP期刊, IF=6.551)
16. Liang Wang, Zhiwen Yu, Dingqi Yang, Huadong Ma and Hao Sheng. Efficiently Targeted Billboard Advertising Using Crowdsensing Vehicle Trajectory Data[J]. IEEE Transactions on Industrial Informatics, 2020, Vol.16(2), PP: 1058-1066. (DOI: 10.1109/TII.2019.2891258) (JCR Q1, 中科院1区, TOP期刊, CCF A类, IF=9.112)
17. Linghe Kong, Xiao-Yang Liu, Hao Sheng*, Peng Zeng, Guihai Chen. Federated Tensor Mining for Secure Industrial Internet of Things[J]. IEEE Transactions on Industrial Informatics, 2020, Vol.16(3), Vol.16(3), PP:2144-2153. (DOI: 10.1109/TII.2019.2937876) (JCR Q1, 中科院1区, TOP期刊, CCF A类, IF=9.112)
18. Shuo Zhang, Youfang Lin, Hao Sheng. Residual Networks for Light Field Image Super-Resolution[C].2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, 2019, PP: 11038-11047. (CCF A类会议)
19. Linghe Kong, Guangtao Xue, Kayhan Zara Ghafoor, Rasheed Hussain, Hao Sheng*. Peng Zeng. Real-Time Density Detection in Connected Vehicles: Design and Implementation[J]. IEEE Communications Magazine, 2018, Vol.56(10), PP: 64-70. (DOI: 10.1109/MCOM. 2018.1800144) (JCR Q1, 中科院1区, TOP期刊, CCF A类, IF=11.052)
20. Hao Sheng, Pan Zhao, Shuo Zhang, Jun Zhang, Da Yang. Occlusion-aware depth estimation for light field using multi-orientation EPIs[J]. Pattern Recognition, 2018, 74, PP:587-599. (DOI: 10.1016/j.patcog.2017.09.010) (JCR Q1, 中科院1区, TOP期刊, IF=7.196)
21. Hao Sheng, Shuo Zhang, Xiaochun Cao, Yajun Fang, Zhang Xiong. Geometric Occlusion Analysis in Depth Estimation using Integral Guided Filter for Light-Field Image[J]. IEEE Transactions on Image Processing, 2017, Vol.26(12), PP:5758-5771. (DOI:10.1109/TIP.2017.27 45100) (JCR Q1, 中科院1区, TOP期刊, CCF A类, IF=9.34)
22. Shuo Zhang, Hao Sheng*, Da Yang, Jun Zhang, and Zhang Xiong. Micro-lens-based Matching for Scene Recovery in Lenslet Cameras[J]. IEEE Transactions on Image Processing, 2017, Vol.27(3), PP:1060-1075. (DOI: 10.1109/TIP.2017.2763823) (JCR Q1,中科院1区, TOP期刊, CCF A类, IF=9.34)
三、 参与制定国家标准
1. 智慧城市-顶层设计指南(Smart city-Top-level design guide). 中华人民共和国国家标准, GB/T 36333-2018
2. 智慧城市-术语(Smart city-Terminology). 中华人民共和国国家标准, GB/T 37043-2018
3. 智慧城市-SOA标准应用指南(Smart city-Application guide of SOA standard). 中华人民共和国国家标准, GB/T 36445-2018
4. 智慧城市-跨系统交互 第1部分:总体框架(Smart city — Cross-platform exchange — Part 1: Framework). 中华人民共和国国家标准, (报批稿)
5. 智慧城市-跨系统交互 第2部分:技术要求及测试规范(Smart city — Cross-platform exchange — Part 2: Technical requirements and test specification). 中华人民共和国国家标准, (报批稿)
6. 智慧城市-跨系统交互 第3部分:接口协议及测试规范(Smart city — Cross-platform exchange — Part 3: Interface protocol and test specification). 中华人民共和国国家标准, (报批稿)