用户∶  密码∶   
姓名:盛浩 职称:教授 座机: 邮编:100191 办公地址:北京航空航天大学新主楼 电子邮箱:shenghao@buaa.edu.cn 个人主页:

盛浩博士,教授,博导,男,1981年生,浙江台州人

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

国家重点研发计划项目负责人、首席科学家

国家自然科学基金重点项目负责人

√全国信息技术标准化技术委员会大数据技术专题组联合组长

√澳门理工学院兼职博士生导师

√中国人工智能学会人机融合智能专委会秘书长

√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

√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.国家自然科学基金面上项目,62372023,面向全域场景的光场结构化建模与鲁棒语义理解,2024.01-2027.12,主持

2.国家重点研发计划项目,2021YFB2104801,面向城市服务的数字资源集成技术示范验证,2022.01-2024.12,主持

3.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,2019.01-2023.12,主持

4.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

5.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

6.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

7.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, Sizhe Wang*, Da Yang, Ruixuan Cong, Zhenglong Cui, and Rongshan Chen. Cross-View Recurrence-based Self-Supervised Super-Resolution of Light Field[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, PP: 1-15. (DOI: 10.1109/TCSVT.2023.3278462)(JCR Q1,中科院1区,Top期刊,CiteScore Q1, CCF B, IF=8.4)

2.Yubin Wu,Hao Sheng*, Yang Zhang, Shuai Wang, Zhang Xiong, Wei Ke. Hybrid Motion Model for Multiple Object Tracking in Mobile Devices[J]. IEEE Internet of Things Journal, 2023, Vol: 10(6), PP:4735-4748. (DOI: 10.1109/JIOT.2022.3219627) (JCR Q1,中科院1, Top期刊, CiteScore Q1, CCF C, IF=10.6, ESI热点论文, ESI高被引论文)

3.Ruixuan Cong,Hao Sheng*, Da Yang, Zhenglong Cui, and Rongshan Chen. Exploiting Spatial and Angular Correlations With Deep Efficient Transformers for Light Field Image Super-Resolution[J]. IEEE Transactions on Multimedia, 2023, PP:1-14. (DOI: 10.1109/TMM.2023.3282465)(JCR Q1,中科院1, Top期刊, CiteScore Q1, CCF B, IF=7.3)

4.Ruixuan Cong, Da Yang, Rongshan Chen, Sizhe Wang, Zhenglong Cui, andHao Sheng*. Combining Implicit-Explicit View Correlation for Light Field Semantic Segmentation[C]. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, PP:9172-9181. (CCF A类会议)

5.Qi Luo, Dongxiao Yu*, Xiuzhen Cheng,Hao Sheng, and Weifeng Lv. Exploring Truss Maintenance in Fully Dynamic Graphs: A Mixed Structure-Based Approach[J]. IEEE Transactions on Computers, 2023, Vol:72(3), PP: 707-718. (DOI: 10.1109/TC.2022.3174594) (JCR Q2,中科院2, CiteScore Q1, CCF A, IF=3.7)

6.Rongshan Chen, Da Yang, Sizhe Wang, Zhenglong Cui, Ruixuan Cong, andHao Sheng. Take Your Model Further: A General Post-refinement Network for Light Field Disparity Estimation via BadPix Correction[C]. Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2022, PP:1-9. (CCF A类会议)

7.Zhicheng Liu, Jinduo Song, Chao Qiu, Xiaofei Wang, Xu Chen, Qiang He, andHao Sheng. Hastening Stream Offloading of Inference via Multi-exit DNNs in Mobile Edge Computing[J]. IEEE Transactions on Mobile Computing, 2022, PP: 1-15.(DOI: 10.1109/TMC.2022.3218724)(JCR Q1,中科院2, CiteScore Q1, CCF A, IF=7.9)

8.Hao Sheng, Yang Zhang* , Wei Wang* , Zhiguang Shan, Yufei Fang, Weifeng Lyu, Zhang Xiong. High Confident Evaluation for Smart City Services[J]. Frontiers in Environmental Science, 2022, PP: 1-12. (DOI: 10.3389/fenvs.2022.950055) (JCR Q2,中科院3, CiteScore Q2, IF=4.6, ESI高被引论文)

9.Shuai Wang,Hao Sheng*, Da Yang, Yang Zhang, Yubin Wu, Sizhe Wang. Extendable Multiple Nodes Recurrent Tracking Framework with RTU++[J]. IEEE Transactions on Image Processing, 2022, Vol. 31, PP. 5257-5271. (DOI: 10.1109/TIP.2022.3192706)(JCR Q1,中科院1, Top期刊, CiteScore Q1, CCF A, IF=10.6)

10.Hao Sheng, Ruixuan Cong*, Da Yang, Rongshan Chen, Sizhe Wang, Zhenglong Cui. UrbanLF: A Comprehensive Light Field Dataset for Semantic Segmentation of Urban Scenes[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, Vol.32(11), PP:7880-7893. (DOI: 10.1109/TCSVT.2022.3187664)(JCR Q1,中科院1区,Top期刊,CiteScore Q1, CCF B, IF=8.4, ESI高被引论文)

11.Shuai Wang, Yubin Wu, Da Yang, Yang Liu,Hao Sheng*. Tracking Game: Self-adaptative Agent based Multi-object Tracking[C]. In Proceedings of the 30th ACM International Conference on Multimedia. ACM, New York, 2022, PP: 1964-1972. (DOI: 10.1145/3503161.3548231)(CCF A类会议)

12.Shuai Wang,Hao Sheng*, Yang Zhang, Yubin Wu, Zhang Xiong. A General Recurrent Tracking Framework Without Real Data[C]. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV). 2021, PP:13219-13228. (DOI: 10.1109/ICCV48922.2021.01297) (CCF A类会议)

13.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, 2021, Vol.8(4), PP:2193-2207. (DOI: 10.1109/JIOT. 2020.3035415)(JCR Q1,中科院1, Top期刊, CiteScore Q1, CCF C, IF=10.6, ESI热点论文, ESI高被引论文)

14.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, 2021, Vol.8(5), PP:3189-3200. (DOI:10.1109/JIOT.2020.3015239)(JCR Q1,中科院1, Top期刊, CiteScore Q1, CCF C类,IF=10.6)

15.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, Top期刊, CiteScore Q1, CCF C类,IF=10.6)

16.Kai Lv,Hao Sheng*, Zhang Xiong, Wei Li, Liang Zheng. Improving Driver Gaze Prediction with Reinforced Attention[J]. IEEE Transactions on Multimedia, 2020. (DOI:10.1109/TMM.2020.3038311)(JCR Q1,中科院1, Top期刊, CiteScore Q1, CCF B, IF=7.3)

17.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, Top期刊, CiteScore Q1, CCF C类,IF=10.6)

18.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,中科院1区,Top期刊,CiteScore Q1, CCF B, IF=8.4)

19.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, Top期刊, CiteScore Q1, CCF A, IF=10.6)

20.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, Top期刊, CiteScore Q1, CCF A, IF=10.6)

21.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, Top期刊, CiteScore Q1, CCF A, IF=23.6)

22.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, Top期刊, CiteScore Q1, CCF A, IF=10.6)

23.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, Top期刊, CiteScore Q1, CCF C, IF=10.6)

24.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,中科院2区,CiteScore Q1, IF=6.6)

25.Liang Wang, Zhiwen Yu, Dingqi Yang, Huadong Ma andHao 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, Top期刊, CiteScore Q1, CCF C, IF=12.3)

26.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, Top期刊, CiteScore Q1, CCF C, IF=12.3)

27.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,中科院1区,Top期刊,CiteScore Q1, CCF B, IF=8.4)

28.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,中科院1区,Top期刊,CiteScore Q1, CCF B, IF=8.4)

29.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, Top期刊, CiteScore Q1, IF=9.8)

30.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)

31.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, Top期刊, CiteScore Q1, IF=11.2)

32.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, Top期刊, CiteScore Q1, CCF B, IF=8)

33.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, Top期刊, CiteScore Q1, CCF A, IF=10.6)

34.Shuo Zhang,Hao Sheng*, Da Yang, Jun Zhang, andZhang 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, Top期刊, CiteScore Q1, CCF A, IF=10.6)

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.智慧城市城市运行指标体系总体框架(Smart city—City operation indicator system—General framework).中华人民共和国国家标准, GB/T 43048-2023

5.智慧城市评价模型及基础评价指标体系第5部分:交通(Evaluation model and general indicator system for smart cities—Part 5: Traffic).中华人民共和国国家标准, GB/T 34680.5-2022

6.智慧城市智慧停车第1部分:总体要求(Smart city—Smart parking—Part 1: General requirements). 中华人民共和国国家标准, GB/T 42442.1-2023

7.智慧城市智慧停车第3部分:平台技术要求(Smart city—Smart parking—Part 3:Technology requirements for platform).中华人民共和国国家标准, GB/T 42442.3-2023

8.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)

9.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)

10.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)

11.信息技术政务服务码参考模型(Information technology--Administrative service code--Reference model).中华人民共和国国家标准,计划号: 20221807-T-469

12.信息技术政务服务码码系统接口要求(Information technology—Administrative service code—Interfaces requirements of Barcode-Service System).中华人民共和国国家标准,计划号: 20221810-T-469

13.信息技术政务服务码码系统技术要求(Information techenology--Administrative service code--Techenecial requirements of Barcode-Service System).中华人民共和国国家标准,计划号: 20230209-T-469

四、出版专著

1.2023年,《城市信息模型(CIM)工作导读》,中国建筑工业出版社

2.2022年,《信息时代的伦理学》,上海科技教育出版社

3.2020年,《新基建:数字时代的结构性力量》,人民出版社

4.2015年,《智慧城市》,科学出版社

五、获奖情况

1.2023年度,CVPR光场语义分割挑战赛冠军和深度估计挑战赛冠军

2.2022年度,教育部高等学校科学研究优秀成果奖技术发明奖一等奖

3.2021年度,北京市创新争先学术贡献奖

4.2018年度,北京市青年优秀科技论文奖

5.2017年度,CVPR国际深度估计挑战赛冠军

6.2017年度,北航青年拔尖人才计划

7.2013年度,北航“蓝天新星”人才计划

8.2011年度,国防技术发明奖三等奖

9.2010年度,北航“蓝天新秀”人才计划

10.2008年度,北京市科学技术奖二等奖