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姓名: |
郑钰辉 |
职称/职务: |
教授 |
联系电话: |
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电子邮件: |
zhengyh@vip.126.com |
研究方向: |
计算机视觉 |
办公地点: |
城北校区 |
个人简介 |
郑钰辉,教授、博导,国家级青年人才计划入选者、江苏省杰出青年基金获得者、江苏高校“青蓝工程”中青年学术带头人、江苏省“六大人才高峰”高层次人才。现为藏语智能全国重点实验室副主任、教育部重点实验室主任、省级重点实验室主任、省级工程技术研究中心主任。现为中国人工智能学会智能服务专委会常务委员、中国认知科学学会认知与类脑计算专委会委员、中国图象图形学学会青工委委员、中国仿真学会视觉计算与仿真专委会委员、江苏省军工学会学术工委会副主任、JSAI智能感知技术与应用专委会副主任兼秘书长。围绕社会与空间视觉感知计算,主持国家自然科学基金重点项目、重大研究计划课题、国际交流与合作项目等。已在IEEE-TPAMI、IEEE-TIP、IJCAI、AAAI、ACM-MM等人工智能、计算机视觉领域国际权威期刊与会议上发表学术论文百篇以上,授权国家发明专利50余项。曾受邀在CCDM’24、ICIG’24、ICIVIS’24、ICGIP’23、ACCV’22以及CCF-CV专委会 “走进高校系列报告会”等国内外主流会议上做主旨报告;曾任ICIVIS’24、 IEEE-ICME'22、IEEE-HDIS'22等国际主流会议主席、领域分会主席。曾获2023年度江苏省高等学校科学技术研究成果奖一等奖、2022年度江苏省科学技术奖二等奖、2024年度CCF科技成果奖二等奖。曾指导学生获2023年度全国仿真创新应用大赛国赛一等奖、分获2024年度与2023年度全球校园人工智能算法精英大赛国赛一等奖。 |
学术论文 (带*为通信作者) |
[1]Shen Xiaobo, Yu Gaoyao, Chen Yinfan, Yang Xichen, Zheng Yuhui*. Graph Convolutional Semi-supervised Cross-modal Hashing, ACM MM, 2024. [2]Shen Xiaobo, Wu Wei, Wang Xiaxin, Zheng Yuhui*. Multiple Riemannian Kernel Hashing for Large-scale Image Set Classification and Retrieval, IEEE Transactions on Image Processing, 2024. [3]Chen Sihan, Chen Yadang, ZhengYuhui*, Yang Zhi-Xin, Wu Enhua. A Transformer-Based Adaptive Prototype Matching Network for Few-Shot Semantic Segmentation, IJCAI, 2024. [4]Shen Xiaobo, Huang Qianxin, Lan long, ZhengYuhui*. Contrastive Transformer Cross-Modal Hashing for Video-Text Retrieval, IJCAI, 2024. [5]Shen Xiaobo, Cai Haoyu, Gong Xiuwen, ZhengYuhui*. Contrastive Transformer Masked Image Hashing for Degraded Image Retrieval, IJCAI, 2024. [6]Shen Xiaobo, Song Peizhuo, Yuan Yunhao, Zheng Yuhui*. Distributed Manifold Hashing for Image Set Classification and Retrieval, AAAI, 2024. [7]Chen Yadang, Jiang Ren, Zheng Yuhui*, Sheng Bin, Yang Zhixin, Wu Enhua. Dual Branch Multi-Level Senantic Leaning for Few-Shot Segmentation, IEEE Transactions on Image Processing, 33, 1432-1447, 2024. [8]Tian Qing, Sun Heyang, Peng Shun, Zheng Yuhui*, Wan Jun, Zhang Lei. DCL: Dipolar Confidence Learning for Source-Free Unsupervised Domain Adaptation, IEEE Transactions on Circuits and Systems for Video Technology, 34(6): 4342-4353, 2024 [9]Shen Xiaobo, Chen Yifan, Liu Weiwei, Pan S, Zheng Yuhui*,Sun Quansen. Graph Convolutional Multi-label Hashing for Cross-modal Retrieval, IEEE Transactions on Neural Networks and Learning Systems, 2024. [10]Chen Yadang, Zhang Dingwen, Zheng Yuhui*, Yang Zhixin, Wu Enhua. Boosting Video Object Segmentation via Robust and Efficient Memory Network, IEEE Transactions on Circuits and Systems for Video Technology, 34(5): 3340-3352, 2024. [11]Wang Tao, Li Haochen, Zheng Yuhui*, Sun Quan-sen. One-click-based Perception for Interactive Image Segmentation, IEEE Transactions on Neural Networks and Learning Systems, 35(10), 13975–13989, 2024. [12]Zheng Yuhui, Zhang Yan, Xiao Bin. Target-Aware Transformer Tracking, IEEE Transactions on Circuits and Systems for Video Technology, 33(9), 4542-4551, 2023. [13]Shen Xiaobo, Chen Yifan, Pan Shirui, Liu Weiwei, Zheng Yuhui*. Graph Convolutional Incomplete Multi-modal Hashing, ACM MM, 2023. [14]Yu Qianqian, Fan Keqi, Zheng Yuhui*. Domain Adaptive Transformer Tracking Under Occlusions, IEEE Transactions on Multimedia, 25,1452-1461, 2023. [15]Zhang Guoqing, Liu Jie, Chen Yuhao, Zheng Yuhui*, Zhang Hongwei. Multi-biometric Unified Network for Cloth-changing Person Re-Identification, IEEE Transactions on Image Processing, 32, 4555-4566, 2023. [16]Shen Xiaobo, Zhou Yue, Yuan Yunhao, Yang xichen, Lan kong, Zheng Yuhui*. Contrastive Transformer Hashing for Compact Video Representation, IEEE Transactions on Image Processing, 32, 5992-6003, 2023. [17]Zheng Yuhui, Liu Xinyan, Xiao Bin, Cheng Xu,Wu Yi, Chen Shengyong. Multi-Task Convolution Operators with Object Detection for Visual Tracking, IEEE Transactions on Circuits and Systems for Video Technology, 32(10): 8204-8216, 2022. [18]Zheng Yuhui, Liu Xinyan, Cheng Xu, Zhang Kaihua, Wu Yi, Chen Shengyong. Multi-Task Deep Dual Correlation Filters for Visual Tracking, IEEE Transactions on Image Processing, 29, 9614-9626, 2020. [19]Zheng Yuhui, Wang Xilong, Zhang Guoqing, Xiao Baihua, Xiao Fu, Zhang Jianwei. Multi-Kernel Coupled Projections for Domain Adaptive Dictionary Learning, IEEE Transactions on Multimedia, 21, 2292-2304, 2019. [20]Zheng Yuhui, Sun Le, Wang Shunfeng, Zhang Jianwei, Ning Jifeng. Spatially Regularized Structural Support Vector Machine for Robust Visual Tracking, IEEE Transactions on Neural Networks and Learning Systems, 30, 3024-3034, 2018.
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主持(或参与)的项目 |
[1]国家自然科学基金委,重大研究计划项目课题,92470202,多具身智能体协作学习研究,2025-01至2028-12; [2]青海省科技厅,重点研发与转化计划,2025-QY-215,青海湖沿岸植被生态遥感影像智能解译及其示范应用, 2025-01至2027-12 ; [3]江苏省科技厅,前沿技术研发计划项目课题,低空多模态遥感基础模型与智能解译技术研发,75万,2024-07至2026-06; [4]无锡市产业创新研究院,先导技术预研项目,作业人员行为视觉智能分析与异常预警,80万,2024-07至2026-06; [5]国家自然科学基金委,联合基金重点支持类项目,U20B2065, 多源跨平台的社会公共安全智能感知与深度理解方法,260万,2021-01至2024-12。 |
获奖 |
[1]2023年度江苏省高等学校科学技术研究成果奖一等奖; [2]2022年度江苏省科学技术奖二等奖; [3]2024年度计算机学会技术发明二等奖; [4]2023年度全国仿真创新应用大赛国赛优秀指导教师; [5]2023年度全球校园人工智能算法精英大赛国赛优秀指导师; [6]2018年度南京市第12届自然科学优秀论文优秀奖; [7]2023年度青海省“昆仑英才·高端创新创业人才”项目入选者。 |