个人信息

姓　　名: 高广谓 性　　別: 男 导师类型: 硕士生导师
技术职称: 教授 电子邮箱: csggao@gmail.com
学术型硕士招生学科: (081100)控制科学与工程
专业型硕士招生类别(领域): (085400)电子信息
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个人简介:

高广谓，博士，南京邮电大学先进技术研究院教授，硕士生导师。2014年获得南京理工大学国家重点学科模式识别与智能系统专业博士学位 (导师为杨健教授)。 近年来以科研骨干主持并参与完成了多项科研课题，研究方向涉及计算机视觉、模式识别、图像处理等方面。目前主持国家自然科学基金面上项目、江苏省自然科学基金优秀青年基金项目、江苏省“六大人才高峰”高层次人才项目各1项，参与国家自然科学基金重点项目、科技创新2030-“新一代人工智能”重大项目各1项。近年来在国内外核心期刊和重要国际会议发表论文100余篇，包括国际权威期刊IEEE TIP/TMM/TCSVT/TIFS/TITS、PR以及权威会议AAAI、IJCAI等 (Google Scholar显示被引用2500余次)。 获江苏省科学技术奖一等奖等奖项。现担任IEEE/CCF/CSIG高级会员，中国计算机学会计算机视觉专委会委员，中国人工智能学会模式识别专委会委员，江苏省人工智能学会模式识别专委会委员, 江苏省自动化学会青工委委员，中国图象图形学学会青工委委员，VALSE 执行领域主席委员会委员。曾任日本国立情报学研究所访问研究员。个人主页: https://guangweigao.github.io/。













研究领域:

模式识别理论研究及面向智能无人系统的应用(如目标检测、行人理解、 图像识别、 图像分割、 环境感知等)；

机器视觉及其在智能制造中的应用(如工业缺陷检测、智能传感设备等)。 

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科研项目:

[1] 江苏省自然科学基金优秀青年基金项目1项 (2019.07-2022.06)
[2] 国家自然科学基金面上项目1项 (2020.01-2023.12)
[3] 国家自然科学基金青年基金项目1项 (2016.1-2018.12)；

[4] 江苏省自然科学基金青年基金项目1项 (2015.7-2018.6)； 

[5] 中国博士后科学基金1项 (2015.7-2017.6)；

[6] 江苏省高校自然科学研究项目1项 (2015.7-2017.6)；
[7] 参与国家自然科学基金2项 (2016.1-2018.12)； 
[8] 参与国家自然科学基金重点项目1项 (2019.01-2023.12)

[9] 参与科技部重点研发计划项目1项 (2019.12-2023.12)


代表性学术成果:

1. Wenjie Li, Juncheng Li, Guangwei Gao*, Weihong Deng, Jian Yang, Guo-Jun Qi, Chia-Wen Lin, "Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network", IEEE Transactions on Multimedia (TMM), Accepted, 2024. (SCI, CCF B)

2. Chunying Liu (student), Guangwei Gao*, Fei Wu, Zhenhua Guo, Yi Yu, "An Efficient Feature Reuse Distillation Network for Lightweight Image Super-Resolution", Computer Vision and Image Understanding (CVIU), 249: 104178, 2024. (SCI, CCF B)

3. Haonan Jin (student), Guangwei Gao*, Juncheng Li, Zhenhua Guo, Yi Yu, "Efficient Dual-branch Information Interaction Network for Lightweight Image Super-Resolution", IEEE Transactions on Instrumentation & Measurement (TIM), 73: 1-11, 2024. (SCI)

4. Guoan Xu, Wenjing Jia*, Tao Wu, Ligeng Chen, Guangwei Gao*, "HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation", IEEE Transactions on Image Processing (TIP), 33:4202-4214, 2024. (SCI, CCF A)

5. Quan Zhou*, Linjie Wang, Guangwei Gao*, Huimin Lu, Weihua Ou, "Boundary-guided Lightweight Semantic Segmentation with Multi-scale Semantic Context", IEEE Transactions on Multimedia (TMM), 26: 7887-7900, 2024. (SCI, CCF B)

6. Hengmin Zhang, Jian Yang, Jianjun Qian, Guangwei Gao, Xiangyuan Lan, Zhiyuan Zha, Bihan Wen, "Efficient Image Classification via Structured Low-rank Matrix Factorization Regression", IEEE Transactions on Information Forensics & Security (TIFS), 19:1496-1509, 2024. (SCI, CCF A)

7. Wenjie Li (student), Juncheng Li, Guangwei Gao*, Jiantao Zhou, Jian Yang, Guo-Jun Qi, "Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution", IEEE Transactions on Multimedia (TMM), 26:864-877, 2024. (SCI, CCF B)

8. Guangwei Gao, Zixiang Xu (student), Juncheng Li, Jian Yang, Tieyong Zeng, Guo-Jun Qi, "CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution", IEEE Transactions on Image Processing (TIP), 32:1978-1991, 2023. (SCI, CCF A)

9. Guoan Xu (student), Juncheng Li, Guangwei Gao*, Huimin Lu, Jian Yang, Dong Yue, "Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN", IEEE Transactions on Intelligent Transportation Systems (TITS), 24(12):15897-15906, 2023. (SCI, CCF B)

10. Guangwei Gao, Lei Tang (student), Fei Wu, Huimin Lu, Jian Yang, "JDSR-GAN: Constructing An Efficient Joint Learning Network for Masked Face Super-Resolution", IEEE Transactions on Multimedia (TMM), 25:1505-1512, 2023. (SCI, CCF B)

11. Guangwei Gao, Yi Yu, Huimin Lu, Jian Yang, Dong Yue, "Context-Patch Representation Learning with Adaptive Neighbor Embedding For Robust Face Image Super-Resolution", IEEE Transactions on Multimedia (TMM), 25:1879-1889, 2023. (SCI, CCF B)

12. Guangwei Gao, Guoan Xu (student), Juncheng Li, Yi Yu, Huimin Lu, Jian Yang, "FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation", IEEE Transactions on Multimedia (TMM), 25:3273-3283, 2023. (SCI, CCF B)

13. Yujian Feng, Yimu Ji*, Fei Wu*, Guangwei Gao*, Yang Gao, Tianliang Liu, Shangdong Liu, Xiao-Yuan Jing, Jiebo Luo, "Occluded Visible-infrared Person Re-identification", IEEE Transactions on Multimedia (TMM), 25:1401-1413, 2023. (SCI, CCF B)

14. Zhengxue Wang (student), Guangwei Gao*, Juncheng Li, Hui Yan, Hao Zheng, Huimin Lu, "Lightweight Feature De-Redundancy and Self-Calibration Network for Efficient Image Super-Resolution", ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 19(3):1-15, Article No. 110, 2023. (SCI, CCF B)

15. Guangwei Gao, Yi Yu, Jian Yang, Guojun Qi, Meng Yang, "Hierarchical Deep CNN Feature Set-Based Representation Learning for Robust Cross-Resolution Face Recognition", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 32(5):2550-2560, 2022. (SCI, CCF B)

16. Guangwei Gao, Guoan Xu (student), Yi Yu, Jin Xie, Jian Yang, Dong Yue, "MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation", IEEE Transactions on Intelligent Transportation Systems (TITS), 23(12): 25489-25499, 2022. (SCI, CCF B)

17. Guangwei Gao, Dong Zhu (student), Huimin Lu, Yi Yu, Heyou Chang, Dong Yue, "Robust Facial Image Super-Resolution by Kernel Locality-Constrained Coupled-Layer Regression", ACM Transactions on Internet Technology (TOIT), 21(3), Article 67, pp. 1-15, 2021. (SCI, CCF B)

18. Guangwei Gao, Lei Zhang, Jian Yang, Lin Zhang and D. Zhang, "Reconstruction based Finger-Knuckle-Print Verification with Score Level Adaptive Binary Fusion," IEEE Transactions Image Processing (TIP), 22(12): 5050-5062, 2013. (SCI, CCF A)

19. Guangwei Gao, Hao Shao (student), Fei Wu, Meng Yang, Yi Yu, "Leaning Compact and Representative Features for Cross-Modality Person Re-Identification", World Wide Web-Internet and Web Information Systems, 25(4): 1649-1666, 2022. (SCI, CCF B)

20. Fei Wu, Shuaishuai Li, Guangwei Gao*, Yimu Ji, Xiao-Yuan Jing, Zhiguo Wan, "Semi-supervised Cross-modal Hashing Via Modality-specific and Cross-modal Graph Convolutional Networks", Pattern Recognition, 136: 109211, 2023. (SCI, CCF B)

21. Guangwei Gao, Yi Yu, Jin Xie, Jian Yang, Meng Yang, Jian Zhang, "Constructing multilayer locality-constrained matrix regression framework for noise robust face super-resolution", Pattern Recognition, 110: 107539, 2021. (SCI, CCF B)

22. Guangwei Gao, Yi Yu, Meng Yang, Heyou Chang, Pu Huang, Dong Yue, "Cross-resolution face recognition with pose variations via multilayer locality-constrained structural orthogonal procrustes regression", Information Sciences, 506: 19-36, 2020. (SCI, CCF B)

23. Feng Chen, Fei Wu*, Guangwei Gao*, Yimu Ji, Jing Xu, Guo-Ping Jiang, Xiao-Yuan Jing, "JSPNet: Learning Joint Semantic & Instance Segmentation of Point Clouds via Feature Self-similarity and Cross-task Probability, " Pattern Recognition, 122: 08250, 2022. (SCI, CCF B)

24. Meng Yang, Lei Liao, Kangyin Ke, Guangwei Gao*, "Multi-feature Sparse Similar Representation for Person Identification", Pattern Recognition, 132: 108916, 2022. (SCI, CCF B)

25. Guangwei Gao, Jian Yang, Xiao-Yuan Jing, Fumin Shen, Wankou Yang, Dong Yue, "Learning Robust and Discriminative Low-rank Representations for Face Recognition with Occlusion", Pattern Recognition, 66: 129-143, 2017. (SCI, CCF B)

26. Guangwei Gao , Zhengxue Wang (student), Juncheng Li, Wenjie Li, Yi Yu, Tieyong Zeng, "Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer", 31st International Joint Conference on Artificial Intelligence (IJCAI), 2022: 913-919. (EI,  CCF A)

27. Guangwei Gao, Wenjie Li (student), Juncheng Li, Fei Wu, Huimin Lu, Yi Yu, "Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution", 36th AAAI Conference on Artificial Intelligence (AAAI), 2022: 661-669. (EI, CCF A)