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师资队伍

宋丹

Date:2024年03月04日

个人资料:

姓名:宋丹

职称:副教授/硕士生导师

学科专业:信息与通信工程(一级学科)/信号与信息处理(二级学科)

通讯地址:天津大学电气自动化与信息工程学院26教学楼D433

电子信箱: dan.song@tju.edu.cn

主要经历:

(1)      2021.08-至今           天津大学,电气自动化与信息工程学院,电子信息系,副教授

(2)      2018.09-2021.07      天津大学,电气自动化与信息工程学院,电子信息系,讲师

(3)      2013.09-2018.09      浙江大学,计算机科学与技术学院,直博生

(4)      2015.03-2016.03      英国国家计算机动画中心实验室,访问学者

(5)      2009.09-2013.06      山东大学,软件学院,本科生

主要研究方向:

(1)      虚拟试衣

(2)      计算机图形学

(3)      计算机视觉

(4)      多媒体信息处理

(5)      三维人体重建

主要科研项目:

(1)      2023.10-2025.9 天津市自然科学基金,负责人

(2)      2020.01-2022.12 国家自然科学基金青年项目,负责人

(3)      2021.06-2021.12 中国博士后科学基金特别资助,负责人

(4)      2020.11-2021.11 中国博士后科学基金面上资助,负责人

(5)      2020.01-2020.12 浙江大学CAD&CG国家重点实验室开放课题,负责人

代表性论著、学术著作:

(1)      代表性论文(第一/通信作者):

[1] Jianhao Zeng; Dan Song; Weizhi Nie; Hongshuo Tian; Tongtong Wang; An-An Liu; CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model, The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR, CCF-A). Accepted

[2] Diqiong Jiang; Dan Song; Ruofeng Tong; Min Tang; StyleIPSB: Identity-Preserving Semantic Basis of StyleGAN for High Fidelity Face Swapping, The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023 (CVPR, CCF-A), 2023-06-182023-06-22

[3] Dan Song, Jianhao Zeng, Min Liu, Xuanya Li, An-An Liu: Fashion Customization: Image Generation Based on Editing Clue. IEEE Transactions on Circuits and Systems for Video Technology, 2023 (DOI:10.1109/TCSVT.2023.3338459) (SCI一区,IF: 8.4)

[4] Tianbao Li; Yuting Su; Dan Song; Wenhui Li; Zhiqiang Wei; An-An Liu: Progressive Fourier Adversarial Domain Adaptation for Object Classification and Retrieval. IEEE Trans. Multim, 2023 (DOI: 10.1109/TMM.2023.3323862) (SCI一区,IF: 7.3)

[5] Tianbao Li, An-An Liu, Dan Song, Wenhui Li, Xuanya Li, Yuting Su: Focus on Hard Samples: Hierarchical Unbiased Constraints for Cross-Domain 3D Model Retrieval. IEEE Trans. Circuits Syst. Video Technol. 33(11): 7036-7049 (2023) (SCI一区,IF: 8.4)

[6] Dan Song; Weizhi Nie; Wenhui Li; Mohan Kankanhalli; An-An Liu; Monocular Image-Based 3D Model Retrieval: A Benchmark, IEEE Transactions on Cybernetics, 2022, 52(8): 8114-8127. (SCI一区,IF: 11.8)

[7] Dan Song; Tianbao Li; Wenhui Li; Weizhi Nie; Wu Liu; An-An Liu; Universal Cross-Domain 3D Model Retrieval, IEEE Transactions on Multimedia, 2021, 23: 2721-2731.  (SCI一区,IF: 7.3)

[8] Weizhi Nie; Yue Zhao; Dan Song; Yue Gao; DAN: Deep-Attention Network for 3D Shape Recognition, IEEE Transactions on Image Processing, 2021, 30: 4371-4383. SCI一区,IF: 10.6

[9] Dan Song; Yue Yang; Weizhi Nie; Xuanya Li; An-An Liu; Cross-Domain 3D Model Retrieval Based On Contrastive Learning And Label Propagation, Proceedings of the 30th ACM International Conference on Multimedia (ACM MM, CCF-A), 2022-10-102022-10-14

[10] Tianbao Li; An-An Liu; Dan Song; Wenhui Li; Xuanya Li; Yuting Su; Focus on Hard Samples: Hierarchical Unbiased Constraints for Cross-Domain 3D Model Retrieval, IEEE Transactions on Circuits and Systems for Video Technology, 2023, Accepted. (SCI一区,IF: 8.4)

[11] Guoqiang Liu; Dan Song; Ruofeng Tong; Min Tang; Toward Realistic Virtual Try-on Through Landmark-Guided Shape Matching, AAAI Conference on Artificial Intelligence (AAAI, CCF-A), 2021-2-22021-2-9

[12] Yuting Su; Yuqian Li; Dan Song; An-An Liu; Jie Nie; Joint Intermediate Domain Generation and Distribution Alignment for 2D Image-Based 3D Objects Retrieval, IEEE Transactions on Multimedia, 2021, 23: 2127-2138. (SCI一区,IF: 7.3)

[13] Yuting Su; Yuqian Li; Dan Song; Weizhi Nie; Wenhui Li; An-An Liu; Consistent Domain Structure Learning and Domain Alignment for 2D Image-Based 3D Objects Retrieval, International Joint Conference on Artificial Intelligence (IJCAI, CCF-A), 2021-1-72021-1-15

[14] Yuting Su; Yuqian Li; Weizhi Nie; Dan Song; An-An Liu; Joint Heterogeneous Feature Learning and Distribution Alignment for 2D Image-Based 3D Object Retrieval, IEEE Transactions on Circuits and Systems for Video Technology, 2020, 30(10): 3765-3776. (SCI一区,IF: 8.4)

[15] Yuting Su; Yuqian Li; Dan Song; Zhendong Mao; Xuanya Li; An-An Liu; Domain-Specific Alignment Network for Multi-Domain Image-Based 3D Object Retrieval, Proceedings of the 28th ACM International Conference on Multimedia (ACM MM, CCF-A), 2020-10-122020-10-16

(2)      发明专利:

授权中国发明专利 14 项,美国发明专利 1 项。

主要讲授课程:

(1)      信号与系统(本科生)

(2)      跨媒体大数据分析与检索(硕士生)

主要学术成就、奖励及荣誉:

2023年度山东省科学技术进步奖一等奖

2019年度天津市科学技术进步奖二等奖

其他(社会兼职等):

(1) 学术组织:中国计算机学会多媒体专委会委员、中国图象图形学学会多媒体专委会委员

(2) SCI期刊客座编辑:Pattern Recognition Letters (IF: 5.1)

(2) 审稿人:CVPRECCVACM MMIEEE CIMIEEE TMM

(3) 组织国际比赛:Eurographics Workshop on 3D Object Retrieval Track on Monocular Image-based 3D Model Retrieval