高广谓
发布时间: 2015-10-02 访问次数: 5311

个人简历

  高广谓,博士,南京邮电大学先进技术研究院副研究员,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)

研究方向及主要成果

主要研究方向:

目前的研究方向为计算机视觉和模式识别,包括图像处理(图像去雾,图像去模糊,图像超分辨率重建)、图像和视频分析(目标检测和跟踪、人脸分析、行人重识别、语义分割、行为识别)、鲁棒模型拟合等


主要成果:

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70余篇,包括国际权威期刊IEEE TIP/TMM/TCSVT/TIFS/TITSPR以及权威会议AAAIIJCAI (Google Scholar显示被引用1200余次)。 获江苏省科学技术奖一等奖(7/11)等奖项。现任IEEE高级会员,CCF高级会员,国际期刊Cognitive Robotics副主编|、国际期刊Computers and Electrical Engineering客座编辑,ICME 2021/ 2022 领域主席,AAAI 2023 Senior PC, ISAIR常务委员,IEEE计算机学会和信号处理学会会员,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。曾任日本国立情报学研究所客座研究员(2019-2021)。同时担任IEEE TPAMI/TIP/TMM/TCSVT/TCYB/TNNLS 等十几个国际SCI期刊审稿人。详见个人主页:https://guangweigao.github.io/


代表性论文

1.  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, DOI: 10.1109/TMM.2022.3192769, 2022. (SCI, CCF B)

2.  Guangwei Gao†, Guoan Xu†, Juncheng Li*, Yi Yu*, Huimin Lu, Jian Yang, FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation, IEEE Transactions on Multimedia,  DOI: 10.1109/TMM.2022.3157995, 2022. (SCI, CCF B)

3.  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, 32(5):2550-2560, 2022. (SCI, CCF B)

4.  Guangwei Gao†, Guoan Xu†, 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, 23(12): 25489-25499, 2022. (SCI, CCF B)

5.  Guangwei Gao†, Zhengxue Wang†, 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. ( CCF A)

6.  Guangwei Gao†, Wenjie Li†, 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. ( CCF A)

7.  Guangwei Gao†, Hao Shao†, 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, DOI : 10.1007/s11280-022-01014-5, 2022. (SCI, CCF B)

8.  Guangwei Gao, Dong Zhu, 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, 21(3), Article 67, pp. 1-15, 2021. (SCI, CCF B)

9.  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)

10.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)

11.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)

12.Guangwei Gao, Jian Yang, and Lin Zhang, Integration of Multiple Orientation and Texture information for Finger-Knuckle-Print Verification, Neurocomputing, 135: 180-191, 2014. (SCI, JCR Q1)

13.Guangwei Gao, Jian Yang, A Novel Sparse Representation based Framework for Face Image Super-Resolution, Neurocomputing, 134: 92-99, 2014. (SCI, JCR Q1)

14.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, 22(12): 5050-5062, 2013. (SCI, CCF A)

15.Zhengxue Wang, 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), DOI: http://dx.doi.org/10.1145/3569900, 2022. (SCI, CCF B)

16.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, Accepted, 2022. (SCI, CCF B)

17.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, DOI: https://doi.org/10.1016/j.patcog.2022.109211, 2022. (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)


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

6.主持结题国家自然科学基金青年项目1项,21万,2016.1-2018.12

7.主持结题江苏省自然科学基金青年项目1项,20万,2015.7-2017.6

8.主持结题江苏省高校自然科学研究面上项目1项,3万,2015.7-2017.6

9.主持结题中国博士后科学基金面上项目1项,5万,2015.7-2017.6

10.主持结题高维信息智能感知与系统教育部重点实验室开放课题1项,1万,2017.1-2018.12

11.主持结题福建省信息处理与智能控制重点实验室开放基金课题1项,2万,2017.1-2018.12

12.主持结题江苏省计算机信息处理技术重点实验室开放基金课题1项,5万,2019.4-2021.3

13.主持结题国防科技重点实验室开放基金课题1项,20万,2019.1-2020.12

14.参与结题国家自然科学基金面上项目1(第二参与人)2018.01-2021.12

15.参与结题国家自然科学基金青年项目1(第二参与人)2016.01-2018.12


联系方式


移动电话:

单位电话:025-85866931

Emailcsggao@gmail.com or csgwgao@njupt.edu.cn