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Dan Song

Dan Song



Tianjin International Engineering Institute




School of Electronic and Information Engineering


Associate Professor


433 Room, Building 26D



I am currently an assistant professor in the School of Electrical and Information Engineering, Tianjin University, China. I received my Ph.D. degree from Zhejiang University, China, in 2018. I used to be an academic visitor in the National Centre for Computer Animation (NCCA), United Kingdom. My research interests include computer graphics, computer vision, machine learning and virtual fitting. My work has been published in high-quality journals such as IEEE TCYB, IEEE TMM, PR, CGF and CAD and conferences such as AAAI, IJCAI and ACM MM. I have served as MGE for PRLetters and reviewers for a set of forums, e.g., IEEE CIM, IEEE TMM, ACM MM, MTAP and NEPL. I have also taken management roles in Eurographics Workshop on 3D Object Retrieval Track on Monocular Image-based 3D Model Retrieval.



Ph D, School of Computer Science and Technology, Zhejiang University, 2013.09-2018.09

Undergraduate, School of Software, Shandong University, 2009.09-2013.06


Research Interests

(1) Virtual Fitting;

(2) Computer Graphics;

(3) Computer Vision;

(4) Multimedia Information Processing; 

(5) 3D Human Body Reconstruction


Selected Publications

[1] Dan Song, Weizhi Nie, Wenhui Li, Mohan Kankanhalli, An-An Liu: Monocular Image-Based 3D Model Retrieval: A Benchmark. IEEE Transactions on Cybernetics. DOI:10.1109/TCYB.2021.3051016. (IF=11.079)

[2] Dan Song, Tianbao Li, Wenhui Li, Weizhi Nie, Wu Liu, An-An Liu: Universal Cross-Domain 3D Model Retrieval, IEEE Transactions on Multimedia, 2020. (IF=6.051)

[3] 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, 2020. (IF=6.051)

[4] Guoqiang Liu#, Dan Song#, Ruofeng Tong, Min Tang: Toward Realistic Virtual Try

-on Through Landmark-Guided Shape Matching. AAAI 2021:1-9.

[5] 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. IJCAI 2020: 883-889.

[6] Heyu Zhou, Weizhi Nie, Wenhui Li, Dan Song, An-An Liu: Hierarchical Instance Feature Alignment for 2D Image-Based 3D Shape Retrieval. IJCAI 2020: 839-845.

[7] 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, ACM MM 2020.

[8] Heyu Zhou, Weizhi Nie, Dan Song, Nian Hu, Xuanya Li, An-An Liu: Semantic Consistency Guided Instance Feature Alignment for 2D Image-Based 3D Shape Retrieval ACM MM 2020.

[9] Chengyang Li, Dan Song, Ruofeng Tong, Min Tang: Illumination-aware faster R-CNN for robust multispectral pedestrian detection. Pattern Recognit. 85: 161-171 (2019). (IF= 5.898)

[10] Dan Song, Ruofeng Tong, Jian Chang, Xiaosong Yang, Min Tang, Jian-Jun Zhang: 3D Body Shapes Estimation from Dressed-Human Silhouettes. Comput. Graph. Forum 35(7): 147-156 (2016). (IF= 2.373)


Selected Awards and Honors

The Second Prize of Tianjin Science and Technology Progress Award in 2019.


Teaching Experience

(1) Signal and Systems (for undergraduates)

(2) Cross-media Data Analysis and Retrieval (for masters)