王靖宇


的个人主页 http://teacher.nwpu.edu.cn/wangjingyu

  被浏览次数:20298

基本信息 The basic information

王靖宇

航天学院

博士研究生毕业

博士

教授

航空宇航科学,控制科学与工程

jywang@nwpu.edu.cn

综合介绍 General Introduction

王靖宇,男,汉族,中共党员,教授、博士生导师,教育部高校”双带头人”教师党支部书记工作室负责人,陕西省高层次人才引进计划特聘专家、陕西省青年科技新星,航天飞行动力学技术国家级重点实验室及GF创新团队核心成员,航天学院无人系统制导与控制研究所副所长,NSFC通讯评审库专家、科技部项目评审库专家。长期从事空天探测信息智能处理领域的前沿基础研究工作,承担国家自然科学基金、国家重点研发计划、国防科技创新特区、陕西省重点研发计划、校企联合等科研项目20余项,在IEEE Transactions on Pattern Analysis and Machine Intelligence(T-PAMI)、IEEE Transactions on Cybernetics(T-CYB)、IEEE Transactions on Neural Networks and Learning Systems(T-NNLS)、IEEE Transactions on Geoscience and Remote Sensing (T-GRS)、IEEE Transactions on Circuits and Systems for Video Technology(T-CSVT)等IEEE Trans期刊和其他国际期刊上发表SCI论文近30篇,申请国家发明专利30余项(已授权9项),兼任《光子学报》青年编委,担任多个国际会议PC委员和多个国际/国内期刊审稿人,是中国自动化学会青工委委员,中国自动化学会、中国宇航学会、中国应急管理学会、陕西省航空学会、IEEE、AIAA等会员。获陕西省高等教育教学成果奖二等奖1项。


工作经历 Work Experience

2021.09 - 今                西北工业大学    航天学院    教授(破格)

2018.07 - 2021.09        西北工业大学    航天学院    副教授

2015.01 - 2018.07         西北工业大学    航天学院    讲师

教育教学 Education And Teaching

本科生专业核心课程:

       自动控制原理(春、秋季学期)

研究生专业选修课程:

       人工智能理论、方法及应用(春季学期)

       学术写作前沿与实践(春季学期)

       

招生信息 Admission Information

学科方向:

082500 航空宇航科学与技术

——06 飞行器控制与信息工程(博士、硕士)

081100 控制科学与工程

——05导航、制导与控制(硕士)

0854 电子信息

——控制工程(硕士)


研究方向:

空天目标精准探测与智能感知、高维数据自主解析与智能处理


招生计划:

博士1名/年,硕士2-3名/年,有推免资格、竞赛获奖者优先考虑。



荣誉获奖 Awards Information

陕西省高层次人才引进计划特聘专家

陕西省青年科技新星

西北工业大学翱翔新星

西北工业大学优秀青年教师(吴亚军奖)

西北工业大学“陈士橹飞天奖教金” 

西北工业大学优秀班主任

第三届中国“互联网+”大学生创新创业大赛全国铜奖(指导教师)

大学生国际数学建模竞赛国际二等奖1项、三等奖2项(指导教师)

科学研究 Scientific Research

主持及参与国家级、省部级和校企联合项目共20余项


部分代表性项目包括:

  1. “三维点云多目标识别与决策技术”,国家重点研发计划重点专项课题

  2. “面向海洋鱼类识别的视觉数据智能分析理论与关键技术”,国家自然科学基金重点项目

  3. “极限视距目标的精准感知理论和方法”,国家自然科学基金面上项目

  4. “基于环境异质信息的机器觉察与仿生知觉方法研究”,国家自然科学基金青年基金项目

  5. “低空无人机探测与防护一体化系统”,陕西省重点研发计划

  6. “基于视觉显著性的海上运动目标天基探测方法研究”,陕西省自然科学基础研究计划

以及主持GF创新特区项目多项,参与国家重点研发计划、GF创新特区项目多项

学术成果 Academic Achievements

以下代表性论文代码已公开,欢迎下载测试。详见:Source Code

[1]     Wang J, Wang H, Nie F, et al. Ratio Sum Versus Sum Ratio for Linear Discriminant Analysis[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2021. doi: 10.1109/ TPAMI. 2021. 3133351 (中科院1TopIF=16.389,人工智能领域顶刊)

[2]     Wang J, Ma Z, Nie F, et al. Progressive Self-Supervised Clustering with Novel Category Discovery[J]. IEEE Transactions on Cybernetics (T-CYB), 2021. doi: 10.1109/TCYB.2021.3069836 (中科院1TopIF=11.448)

[3]     Wang J, Ma Z, Nie F, et al. Fast Self-Supervised Clustering with Anchor Graph[J]. IEEE Transactions on Neural Networks Learning System (T-NNLS), 2021. doi: 10.1109/TNNLS.2021.3056080 (中科院1TopIF=10.451)

[4]     Wang J, Zhang G, Zhang K, et al. Detection of Small Aerial Object using Random Projection Feature with Region Clustering[J]. IEEE Transactions on Cybernetics (T-CYB), 2020. doi: 10.1109/TCYB.2020.3018120 (中科院1TopIF=11.448)

[5]     Wang J, Ma Z, Nie F, et al. Entropy Regularization for Unsupervised Clustering with Adaptive Neighbors[J]. Pattern Recognition (PR), 2022. doi: 10.1016/j.patcog.2021.108517 (中科院1TopIF=7.740)




近年来代表性论文:

[1]     Wu Y, Zhang K, Wang J*, et al. GCWNet: A Global Context-Weaving Network for Object Detection in Remote Sensing Images[J]. IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2022. doi: 10.1109/TGRS.2022.3155899 (中科院2TopIF=5.6)

[2]     Wang J, Ma Z, Nie F, et al. Entropy Regularization for Unsupervised Clustering with Adaptive Neighbors[J]. Pattern Recognition (PR), 2022. doi: 10.1016/j.patcog.2021.108517 (中科院1TopIF=7.740)

[3]     Wang J, Wang H, Nie F, et al. Ratio Sum Versus Sum Ratio for Linear Discriminant Analysis[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2021. doi: 10.1109/ TPAMI. 2021. 3133351 (中科院1TopIF=16.389,人工智能领域顶刊)

[4]     Wang J, Wang H, Ma Z, et al. Unsupervised Hyperspectral Band Selection Based on Hypergraph Spectral Clustering[J]. IEEE Geoscience and Remote Sensing Letters (GRSL), 2021. doi: 10.1109/LGRS.2021.3115340 (中科院2区,IF=3.966)

[5]     Wang J, Ma Z, Nie F, et al. Progressive Self-Supervised Clustering with Novel Category Discovery[J]. IEEE Transactions on Cybernetics (T-CYB), 2021. doi: 10.1109/TCYB.2021.3069836 (中科院1TopIF=11.448)

[6]     Wang J, Wang L, Nie F, et al. Fast Unsupervised Projection for Large-Scale Data[J]. IEEE Transactions on Neural Networks Learning System (T-NNLS), 2021. doi: 10.1109/TNNLS.2021.3053840 (中科院1TopIF=10.451)

[7]     Wang J, Ma Z, Nie F, et al. Fast Self-Supervised Clustering with Anchor Graph[J]. IEEE Transactions on Neural Networks Learning System (T-NNLS), 2021. doi: 10.1109/TNNLS.2021.3056080 (中科院1TopIF=10.451)

[8]     Wang J, Wang L, Nie F, et al. A Novel Formulation of Trace Ratio Linear Discriminant Analysis [J]. IEEE Transactions on Neural Networks Learning System (T-NNLS), 2021. doi: 10.1109/TNNLS.2021.3071030 (中科院1TopIF=10.451)

[9]     Wang J, Wang L, Nie F, et al. Joint Feature Selection and Extraction with Sparse Unsupervised Projection [J]. IEEE Transactions on Neural Networks Learning System (T-NNLS), 2021. doi: 10.1109/TNNLS.2021.3111714 (中科院1TopIF=10.451)

[10]  Wang J, Xie F, Nie F, et al. Unsupervised Adaptive Embedding for Dimensionality Reduction[J]. IEEE Transactions on Neural Networks Learning System (T-NNLS), 2021. doi: 10.1109/TNNLS.2021.3083695 (中科院1TopIF=10.451)

[11]  Wang J, Zhao Y, Zhang K, et al. Spatio-Temporal Online Matrix Factorization for Multi-scale Moving Objects Detection[J]. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2021. doi: 10.1109/TCSVT.2021.3066675 (中科院1TopIF=4.685)

[12]  Wang J, Huang P, Zhang K, et al. Hyperspectral Anomaly Detection via S1/2 Regularized Low Rank Representation[J]. IEEE Geoscience and Remote Sensing Letters (GRSL), 2021. doi: 10.1109/LGRS.2021.3063252 (中科院2区,IF=3.966)

[13]  Wang J, Huang P, Zhang K, et al. Hyperspectral Anomaly Detection via S1/2 and Total Variation Low Rank Matrix Decomposition [J]. IEEE Geoscience and Remote Sensing Letters (GRSL), 2021. doi: 10.1109/LGRS.2021. 3096720 (中科院2区,IF=3.966)

[14]  Wang W, Zhang K, Lv M, et al. Hierarchical Spatiotemporal Context-Aware Correlation Filters for Visual Tracking[J]. IEEE Transactions on Cybernetics (T-CYB), 2021, doi: 10.1109/TCYB.2020.2964757 (中科院1TopIF=11.448)

[15]  Li Y, Zhang K, Wang J*, et al. Real-Time Video Emotion Recognition based on Reinforcement Learning and Domain Knowledge[J]. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2021. doi: 10.1109/TCSVT.2021.3072412 (中科院1TopIF=4.685)

[16]  Zhang K, Wang W, Wang J*, et al. Learning Adaptive Target-and-surrounding Soft Mask for Correlation Filter Based Visual Tracking[J]. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2021. (中科院1TopIF=4.685)

[17]  Wang W, Zhang K, Lv M, Wang J. Discriminative visual tracking via spatially smooth and steep correlation filters[J]. Information Sciences (Inf. Sci.), 2021, 578. (中科院1TopIF=6.795)

[18]  Wu Y, Zhang K, Wang J*, et al. Semantic Context-Aware Network for Multi-Scale Object Detection in Remote Sensing Images[J]. IEEE Geoscience and Remote Sensing Letters (GRSL), 2021. doi: 10.1109/LGRS.2021.3067313 (中科院2区,IF=3.966)

[19]  Zhang Ke, Li Y, Wang J, et al. Feature Fusion for Multimodal Emotion Recognition based on Deep Canonical Correlation Analysis[J]. IEEE Signal Processing Letters (SPL), 2021. doi: 10.1109/LSP.2021.3112314 (中科院2区,IF=3.109)

[20]  Zhang Y, Zhang K, Wang J, et al. Robust Acoustic Event Recognition using AVMD-PWVD Time-Frequency Image[J]. Applied Acoustics, 2021, 178(5):107970

[21]  Wang J, Zhang G, Zhang K, et al. Detection of Small Aerial Object using Random Projection Feature with Region Clustering[J]. IEEE Transactions on Cybernetics (T-CYB), 2020. doi: 10.1109/TCYB.2020.3018120 (中科院1TopIF=11.448)

[22]  Wang J, Wang Y, Wu Y, et al. FRPNet: A Feature-Reflowing Pyramid Network for Object Detection of Remote Sensing Images[J]. IEEE Geoscience and Remote Sensing Letters (GRSL), 2020. doi: 10.1109/LGRS.2020.3040308 (中科院2区,IF=3.966)




代表性专利:

[1]      一种基于有向带权图的低空运动目标搜索方法,国家发明专利,ZL201711369754.4,2021.6

[2]      一种基于视觉显著性的图像质量评价方法,国家发明专利,ZL201810185626.2,2021.6

[3]      一种基于可见光序列图像的低空运动目标检测方法,国家发明专利,ZL201710563985.2,2020.2

以及其他受理国家发明专利近30项

社会兼职 Social Appointments

中国自动化学会青工委委员,中国自动化学会、中国宇航学会、中国应急管理学会、陕西省航空学会、IEEE、AIAA等会员


《光子学报》青年编委,International Journal of Machine Learning and Cybernetics(IJMLC)、International Journal of Remote Sensing(IJRS)、Journal of Signal Processing Systems、Visual Computing for Industry Biomedicine and Art、西安交通大学学报、控制理论与应用等国内外期刊审稿人。


Program Committee member of:

1) International Conference on Informatics in Control, Automation and Robotics (ICINCO)

2) International Joint Conference on Computational Intelligence (IJCCI)