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D区433
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类). 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类), 2023-06-18至2023-06-22
[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类), 2022-10-10至2022-10-14
[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类), 2021-2-2至2021-2-9
[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类), 2021-1-7至2021-1-15
[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类), 2020-10-12至2020-10-16
(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:CVPR、ECCV、ACM MM、IEEE CIM、IEEE TMM等
(3) 组织国际比赛:Eurographics Workshop on 3D Object Retrieval Track on Monocular Image-based 3D Model Retrieval