教育背景：

09, 2009-06, 2014,  南京理工大学，模式识别与智能系统专业，博士（导师：杨健教授）.

09, 2005-07, 2009， 南京师范大学，信息与计算科学专业，学士

研究方向及主要成果 

目前研究方向包括：

(1) 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)

(2) 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)

科研项目：

1.主持在研国家自然科学基金面上项目1项，60万，2020.1-2023.12

2.主持在研江苏省自然科学基金优秀青年基金项目1项，50万，2019.7-2022.6

3.主持在研江苏省“六大人才高峰”高层次人才C类项目1项，4万，2019.7-2022.6

4.参与国家自然科学基金重点项目1项，2019.01-2023.12

5.参与科技部2030“新一代人工智能”重大项目1项，2019.12-2023.12

主要成果简介（论文/专利/竞赛等）：

论文：

1.  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)

2.  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)

3. 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 Transactionson Image Processing(TIP), 32:1978-1991, 2023. (SCI, CCF A)

4.  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)

5. 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)

6. 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)

7. 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)

8.  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)

9. 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)

10. 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)

11. 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)

12. 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)

13. 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)

14. 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)

15.  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)

16. 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)

17. 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)

18.  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)

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

20. 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)

专利：

1. 一种基于Gabor响应域重构的指关节纹识别方法，ZL201510152822.6

2. 基于核范数正则低秩编码的风机叶片图像故障识别方法，ZL201511019000.7

3. 一种基于双核范数正则的多姿态人脸图像质量增强方法，ZL201710223815.X

4. 基于耦合字典学习的低秩核范数正则人脸图像超分辨方法,  ZL201710328907.4

5. 一种基于多尺度上下文信息融合的鲁棒人脸识别方法，ZL201911163739.3

6. 一种基于卷积神经网络特征的跨质量人脸识别方法, ZL201911164077.1

7. 一种基于局部和稀疏非局部正则的人脸图像超分辨率方法，ZL201910051451.0

8. 基于L2正则化梯度约束稀疏表示的鲁棒人脸识别方法,ZL201910733434.5

9. 基于上下文注意力机制和信息融合的实时语义分割方法，ZL202011439171.6

10. 一种基于知识蒸馏的可见光-红外跨模态行人重识别方法，ZL202011489557.8

11. 一种联合人脸去口罩和超分辨率的图像处理系统和方法，ZL202011494588.2