李金宝,教授(二级)、博士生导师,吉林大学兼职教授。BWIN必赢官网(山东省科学院)3003com必赢主任、数学与统计学院院长、山东省人工智能研究院院长,山东省高校人工智能基础理论与技术重点实验室(BWIN必赢官网(山东省科学院))主任、山东省高校人工智能基础前沿技术工程研究中心(BWIN必赢官网(山东省科学院))主任。“新世纪百千万人才工程”国家级人选、国务院特殊津贴获得者、黑龙江省杰出青年基金获得者、黑龙江省优秀中青年专家、ACM 会员,IEEE 会员、中国计算机学会(CCF)高级会员、中国人工智能学会(CAAI)会员、中国图像图形学会(CSIG)会员、中国计算机学会传感器网络专业委员会(CCF TCSN)委员、中国计算机学会数据库专业委员会(CCF TCDB)委员、中国人工智能学会(CAAI)智能融合专业委员会委员、中国图像图形学会(CSIG)生物医学图像专委会委员。
主要研究领域为计算机视觉、医学图像处理、无线传感器网络。主持国家自然科学基金面上项目3项、国家重点研发计划项目(任务)1项、黑龙江省杰出青年基金和黑龙江省自然科学基金重点项目等省部级项目5项。获得国家科技进步二等奖1项(排名第二位)、黑龙江省科技进步一等奖1项(排名第三位)、黑龙江省科学技术奖二等奖1项(自然科学类,排名第一位)、黑龙江省科技进步三等奖1项(排名第一位)。近五年在TNNLS、TMM、AAAI、DASFAA、电子学报、计算机研究与发展、通信学报等国内外重要学术会议和学术刊物上发表论文55篇,授权国家发明专利6件、国家实用新型专利2件。
研究方向:计算机视觉、医学图像处理、无线传感器网络。
近五年主持的科研项目
1. 物联网环境下冠状动脉疾病智能诊断的理论与技术研究(57万元),国家自然科学基金项目(项目批准号:62172243),2022.1-2025.12,主持人:李金宝。
2. 数据驱动的Multi-Radio MANET通信协议的研究(73万元),国家自然科学基金项目(项目批准号:61370222),2014.1-2017.12,主持人:李金宝。
3. 新型高复用工业管理软件构建方法与工具(任务54.64万元,总经费3066万元,国拨1366),国家重点研发计划项目(项目批准号:2020YFB1710200),2020.11-2023.11,任务负责人:李金宝。
4. 基于物联网的人类睡眠与健康数据获取及分析方法研究(50万元),黑龙江省自然科学基金重点项目(项目批准号:ZD2019F003),2019.6-2022.12,主持人:李金宝。
5. 基于深度学习的智能康复技术及辅助装置的研究(90万),济南市“新高校20条”项目(项目编号:202333044),2024.01.01-2026.21.31,项目负责人:李金宝
6. 可解释可通用人工智能关键技术研究及应用(1200万),科教产融合试点工程重大创新专项(项目编号:2022JBZ01-03),2022.08.21-2024.08.20,项目负责人:李金宝
7. SmartSleep智能睡眠监测与调节系统的研制(7万元),哈尔滨市科技创新人才研究专项资金优秀学科带头人资助项目(项目编号:2015RAXXJ004),2015.9-2017.8,主持人:李金宝。
8. 无线传感网络与移动互联网计算(200万元),黑龙江省高校科技创新团队建设计划项目(项目编号:2013TD012),项目名称:无线传感网络协议、数据管理与目标跟踪关键技术研究,2013.6-2016.6,团队首席专家:李金宝。
近五年部分代表性论文
1. Ge Zhu, Jinbao Li(李金宝)*, Yahong Guo*, PriorNet: Two Deep Prior Cues for Salient Object Detection, Transactions on Multimedia (TMM) , DOI 10.1109/TMM.2023.3335884. (SCI 1区 IF:6.513 TOP)
2. Ge Zhu, Jinbao Li(李金宝)*, Yahong Guo*, Supplement and Suppression: Both Boundary and Non-boundary Are Helpful for Salient Object Detection, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023, 34(9):6615-6627. (2021 online). (SCI 1区 IF: 10.40, TOP)
3. Xingfeng Lv, Jun Ma, Jinbao Li(李金宝)* and Qianqian Ren, SSleepNet: A Structured Sleep Network for Sleep Staging Based on Sleep Apnea Severity, Complex & Intelligent Systems, DOI 10.1007/s40747-023-01290-2. (SCI 2区 IF:4.927)
4. Caihong Zhao, Jinbao Li(李金宝)*, Yahong Guo*, Sequence Signal Reconstruction based Multi-Task Deep Learning for Sleep Staging on Single-Channel EEG, Biomedical Signal Processing and Control(BSPC), 88 (2024) 105615. (SCI 2区 IF: 5.076)
5. Xiandong Chen, Jinbao Li(李金宝)*, Xianfu Zhang, Chih-Chiang Chen, A Framework for Prescribed-Time Integral Control Design of Feedback Nonlinear Systems, IEEE Transactions on Circuits and Systems--II: Express Briefs, 2023.09, Early Access Article (Digital Object Identifier or DOI: 10.1109/TCSII.2023.3320626). (SCI 2区 IF: 3.292)
6. Nan Wang, Kun Li, Xuefeng Jiang, Jinbao Li(李金宝)*. A Bidirectional Representation Recommendation Based On Relevance Information Enhancement To Solve User Interest Drift, 2023 IEEE International Conference on Web Services(ICWS2023) , July 2-8, 2023:504-513, Chicago, USA. (CCF B)
7. Nan Wang, Sun J, Jinbao Li(李金宝)*. Cross-level Relational Graph Contrastive Learning for Bundle Recommendation, 2023 IEEE International Conference on Web Services(ICWS2023) , July 2-8, 2023:112-117, Chicago, USA. (CCF B)
8. Caihong Zhao, Jinbao Li(李金宝)*, Yahong Guo*, BTCRSleep: A Boundary Temporal Context Refinement Based Fully Convolutional Network for Sleep Staging with Single-Channel EEG, Physiological Measurement, 2023, 44(7):075004. (SCI 3区 IF: 2.805)
9. Yan Wang, Qianqian Ren*, and Jinbao Li(李金宝)*, Spatial-Temporal Multi-Feature Fusion Network for Long Short-Term Traffic Prediction, Expert Systems With Applications(ESWA), 224 (2023) 119959. (SCI 2区 IF: 8.665 TOP)
10. Xingfeng Lv, Jinbao Li(李金宝)*, Qian Xu*, A Multi-Level Temporal Context Network for Sleep Stage Classification, Computational Intelligence and Neuroscience, Volume 2022, Article ID 6104736, 15 pages, https://doi.org/10.1155/2022/6104736. (SCI 3区,IF:3.633)
11. Caihong Zhao, Jinbao Li(李金宝)*, Yahong Guo*, SleepContextNet: A temporal context network for automatic sleep staging based single-channel EEG, Computer Methods and Programs in Biomedicine 220 (2022) 106806. https://doi.org/10.1016/j.cmpb.2022.106806. (SCI 2区 IF: 7.027)
12. Ru Yandong, Li Jinbao(李金宝)*, Chen Hangyu, Li Jiacheng, Epilepsy Detection Based on Variational Mode Decomposition and Improved Sample Entropy, Computational Intelligence and Neuroscience, vol. 2022, Article ID 6180441, 11 pages, 2022. https://doi.org/10.1155/2022/6180441. (SCI 3区 IF: 3.633)
13. Dongdong Ren, Jinbao Li(李金宝)*, Meng Han and Minglei Shu, DNANet:Dense Nested Attention Network for Single Image Dehazing, IEEE International Conference on Acoustics, Speech and SP (ICASSP2021), June 6-11, 2021:2035-2039, Toronto, Canada. (CCF B, EI)
14. 汝彦冬,李金宝*,吕兴凤,赵彩虹,齐景嘉,基于脑电通道动态选择方法的癫痫检测,仪器仪表学报,2021,42(1) : 46-54。(EI)
15. Binyu Zhao, Jinbao Li(李金宝)*, Qianqian Ren* and Yingli Zhong, Unsupervised Reused Convolutional Network for Metal Artifact Reduction, The 27th International Conference on Neural Information Processing (ICONIP2020), Nov. 18-22, 2020:589-596, Bangkok, Thailand. (CCF C, EI)
16. 朱兆坤,李金宝*,多特征心电信号融合检测阻塞性睡眠呼吸暂停的研究,计算机研究与发展,2020,57 (12): 2547-2555。(EI)
17. Dongdong Ren, Jinbao Li(李金宝)*, Meng Han and Minglei Shu, Not All Areas Are Equal: A Novel Separation-Restoration-Fusion Network for Raindrops Removal, Computer Graphics Forum (The 28th Pacific Conference on Computer Graphics and Applications (PG 2020), 2020, Wellington, New Zealand), 2020, 39(7):495-505. (CCF B, SCI 3区,IF: 2.078)
18. Dongdong Ren, Jinbao Li(李金宝)*, Meng Han and Minglei Shu, SCGA-Net: Skip Connections Global Attention Network for Image Restoration, Computer Graphics Forum(The 28th Pacific Conference on Computer Graphics and Applications (PG 2020), 2020, Wellington, New Zealand), 2020, 39(7):507-518. (CCF B, SCI 3区,IF: 2.078)
19. Yang Zhang, Qianqian Ren*, Jinbao Li(李金宝)*, Yu Pan, Principal Component Analysis for Fingerprint Positioning. The 20th International Conference on Algorithms and Architectures for Parallel Processing(ICA3PP 2020), Oct.2-4, 2020:305-313, New York, USA. (CCF C, EI).
20. Xingfeng Lv and Jinbao Li(李金宝)*, A Multi-Level Features Fusion Network for Detecting Obstructive Sleep Apnea Hypopnea Syndrome, The 20th International Conference on Algorithms and Architectures for Parallel Processing(ICA3PP 2020), Oct.2-4, 2020:509-519, New York, USA. (CCF C, EI).
21. Xingfeng Lv, Jinbao Li(李金宝)* and Qin Yan, Automated Detection of Sleep Apnea from Abdominal Respiratory Signal using Hilbert-Huang Transform. The 16th International Symposium on Bioinformatics Research and Applications (ISBRA 2020), Dec.1-4, 2020:364-371, Moscow, Russia. (CCF C, EI)
22. Lingli Li*, Sheng Zheng, Jingwen Cai, Jinbao Li(李金宝)*, Efficient Source Selection for Error Detection via Matching Dependencies, The 25nd International Conference on Database Systems for Advanced Applications(DASFAA 2020), N. Yunmook et al. (Eds.), LNCS 12112, 2020:1-17. Sep 24-27, 2020, Jeju, South Korea. (CCF B, EI).
23. 李若南,李金宝*,一种无源被动室内区域定位方法的研究,计算机研究与发展,2020, 57 (7): 1381-1392。(EI)。
24. Dongdong Ren, Jinbao Li(李金宝)*, Lingli Li, Haiwei Pan and Minglei Shu, Low Dose CT Image Denoising Using Multi-level Feature Fusion Network and Edge Constraints, 2019 IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2019), pp.727-731, November 18-21, 2019, San Diego, CA, USA. (CCF B,EI)
25. Tiangang Zhang, Seiichi Koshizuka, Jinbao Li(李金宝)*, Ping Xuan, Cheng Gong, Enhancement of stabilization of MPS to arbitrary geometries with a generic wall boundary condition, Computers and Fluids, 178 (2019) 88-112. (SCI 3区 IF: 2.399)
26. Qianqian Ren*, Jinbao Li(李金宝)*, Hongyang Liu. Energy efficient tracking in uncertain sensor networks. Ad Hoc Networks 81 (2018) : 45-55. (SCI 3区, IF:3.490)
27. Lingli Li*, Xu Feng, Hongyu Shao, and Jinbao Li(李金宝)*, Source Selection for Inconsistency Detection, The 23nd International Conference on Database Systems for Advanced Applications(DASFAA 2018), May 21-24, 2018:370-385, Gold Coast, Australia. (CCF B,EI)
28. 王楠,周红磊,李金宝*,黎玲利,基于用户需求的景点路线利益规划算法,通信学报,Vol. 39,No.5,2018,pp.189-198。(EI)
29. 刘安,李金宝*,黎玲利,基于子信道信息融合的室内定位方法的研究,仪器仪表学报,2018,39(3):179-186。(EI)
30. 朱敬华,尹旭明,柏敬思,王亚珂,李金宝*,王雪,传感器网络基于轨迹聚类的多目标跟踪算法,电子学报,2017, 45 (11): 2671-2676。(EI)
近五年代表性授权发明专利
1. 一种基于深度学习的高分辨率图像中小目标的智能识别方法,发明专利,发明设计人:李金宝,高亚欣,舒明雷,郭亚红,魏诺,专利号:2023 1 0093898.0,专利申请日:2023.02.06,授权公告号:CN115984846B,授权公告日:2023.10.10,专利权人:山东省人工智能研究院,BWIN必赢官网(山东省科学院)
2. 一种基于深度学习的胃部胃黏膜特征及位置识别方法,发明设计人:李金宝,高亚欣,郭亚红,魏诺,专利号:202310114803.9,专利申请日:2023.02.14,授权公告号:CN116012367B,授权公告日:2023.09.12,专利权人:山东省人工智能研究院,BWIN必赢官网(山东省科学院)
3. 一种数据中台大规模异构数据的存储方法,发明专利,发明设计人:李金宝,王琪琛,郭亚红,魏诺,徐鹏摇,专利号:202310182363.0,专利申请日:2023.02.24,授权公告号:CN116166734B,授权公告日:2023.09.12,专利权人:BWIN必赢官网(山东省科学院),山东省人工智能研究院
4. 一种多视角融合的冠脉斑块识别方法,发明专利,发明设计人:李金宝、王字成、舒明雷,专利号:ZL 2023 1 0071609.1,专利申请日:2023.01.08,授权公告号:CN 116030326 B,授权公告日:2023.09.08,专利权人:山东省人工智能研究院,BWIN必赢官网(山东省科学院)
5. 一种基于深度学习的3D冠脉CTA斑块识别方法,发明专利,发明设计人:李金宝、王字成、舒明雷,专利号:ZL 2022 1 1461700.1,专利申请日:2022.11.21,授权公告号:CN 115713626 B,授权公告日:2023.07.18,专利权人:山东省人工智能研究院,BWIN必赢官网
6. 一种利用单深度相机和人体约束的运动参数测量方法,发明专利,发明设计人:李金宝,舒明雷,专利号:ZL 2021 1 1625000.7,专利申请日:2021.12.28,专利公开日:2021.03.25,公开/公告号:CNCN114359328A,授权公告号:CN114359328B,授权公告日:2022.08.12,专利权人:山东省人工智能研究院
7. 一种踝膝联动步行辅助装置,国家实用新型专利,发明设计人:吕政,李金宝,专利号:ZL 202122725800.8,专利申请日:2021.11.09,专利公开日:2022.03.22,授权公告号:CN216092113,授权公告日:2022.03.22,专利权人:深圳市龙岗中心医院,山东省人工智能研究院
8. 一种手指牵引器,国家实用新型专利,发明设计人:吕政,李金宝,专利号:ZL 202022270249.8,专利申请日:2020.10.13,授权公告号:CN 212699260 U,授权公告日:2021.03.16,专利权人:深圳市龙岗中心医院,山东省人工智能研究院