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Qian Sun ( 孙倩 )

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School of Electronic and Information Engineering

Nanjing University of Information Science and Technology

219 NingLiu Road, Pukou District, Nanjing, China

Email: sunqian@nuist.edu.cn; qian.sun@tju.edu.cn

Qian Sun received the BS degree in Tianjin University, and the PhD degree in computer science from Nanyang Technological University, Singapore, 2014. She worked as a research fellow in Fraunhofer Singapore during 2014-2017, and an associate professor in Tianjin University during 2017-2021. She is now an associate professor at the School of Electronic and Information Engineering, Nanjing University of Information Science and Technology. She has published over 20 papers on top-tier international conference and journals, including TOG, TVCG, CVPR, CHI and so on. Her current research interests include intelligent image and graphics processing and deep learning.

News

Working Experience

  • Nanjing University of Information Science and Technology Dec. 2021 - Now
    Associate Professor
  • Tianjin University Jun. 2017 - Dec. 2021
    Associate Professor
  • Fraunhofer Singapore Jun. 2014 - Jun. 2017
    Research Fellow
  • Fraunhofer Singapore Jun. 2013 - Jun. 2014
    Research Engineer

Education

  • Nanyang Technological University 2009 - 2013
    Ph.D.
  • Tianjin University 2004 - 2008
    Bachelor

Professional Services

  • CSIG Remote Sensing Image Special Committee, Committee Member
  • CCF YOCSEF Academic Committee, Committee Member
  • CCF Artificial Intelligence and Pattern Recognition, and Computer-Aided Design and Graphics Committee，Committee Member
  • CCF, CSIG, CIE and IEEE, member
  • Special Issue Editor of Semantic Segmentation of High-Resolution Remote Sensing Images with Advanced Deep Learning Techniques, Remote Sens.
  • Reviewer of the following journals and conferences: SIGGRAPH, TMM, CHI WIP, I3D, GMP, Electronics, Cluster Computing, AMTA, SGP

Projects

  • (NSFC) Interactive Complex Sourced Surface Parameterization for Remeshing 2018 - 2020

  • (Ministry of Education, Singapore) Saddle Vertex Graph (SVG): A Novel Solution to the Discrete Geodesic Problem 2013 - 2016

  • (CAAS, Civil Aviation Authority Singapore & ATMRI, the Air Traffic Management Institute of NTU) Integrated system for the future air traffic management work place and human factors evaluations of conflict resolution aid in future air traffic control 2014-2017

  • (GDF Sue/Engie & ERl@N) ECO Campus 2014 - 2015

  • (National Environment Agency, Singapore) NEA Dashboard 2013 - 2014

  • (Lee Kong Chian School of Medicine of NTU, Singapore) Touch & Learn 2013 - 2014

Publications( * refers to the corresponding author )

Selected Papers

  1. [2024] MEA-EFFormer: Multiscale Efficient Attention with Enhanced Feature Transformer for Hyperspectral Image Classification. (SCI-Ⅱ)
    Qian Sun, Guangrui Zhao, Yu Fang, Chenrong Fang, Le Sun* and Xingying Li.
    Remote Sensing, 16(9), 1560, 2024. [pdf]

  2. [2024] AIDB-Net: An Attention-Interactive Dual-Branch Convolutional Neural Network for Hyperspectral Pansharpening. (SCI-Ⅱ)
    Qian Sun*, Yu Sun, Chengsheng Pan.
    Remote Sensing, 16(6), 1044, 2024. [pdf]

  3. [2024] TreeDetector: Using deep learning for the localization and reconstruction of urban trees from high-resolution remote sensing images. (SCI-Ⅱ)
    Haoyu Gong, Qian Sun*, Chenrong Fang, Le Sun and Ran Su.
    Remote Sensing, 16(3), 524, 2024. [pdf]

  4. [2023] Leveraging Feature Extraction and Context Information for Image Relighting. (SCI-Ⅲ)
    Chenrong Fang, Ju Wang, Kan Chen, Ran Su, Chi-Fu Lai and Qian Sun*
    Electronics, 12(20), 4301, 2023. [pdf]

  5. [CVPR'2023] OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution. (CCF-A)
    Gaochao Song, Qian Sun*, Luo Zhang, Ran Su, Jianfeng Shi, Ying He.
    In: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Vancouver, BC, Canada, pp. 10009-10020, 2023. [pdf]

  6. [2023] DNS tunnelling detection by fusing encoding feature and behavioral feature. (CCF-B)
    Yu Tu, Shuang Liu and Qian Sun.
    Computers & Security, Vol. 132, No. 103357, Sep., 2023. [pdf]

  7. [2023] GN-CNN: A Point Cloud Analysis Method for Metaverse Applications. (SCI-Ⅲ)
    Qian Sun, Yueran Xu, Yidan Sun 3*, Changhua Yao, Jeannie Su Ann Lee and Kan Chen.
    Electronics, Vol. 12, No. 2(273), 2023. [pdf]

  8. [TVC'2022] A GAN-based approach toward architectural line drawing colorization prototyping. (CCF-C)
    Qian Sun, Yan Chen, Wenyuan Tao, Han Jiang, Mu Zhang, *Kan Chen, Marius Erdt.
    Visual Computer (TVC), Vol. 38, Apr., pp. 1283-1300, 2022. [pdf]

  9. [CG&A'2021] Poisson Vector Graphics (PVG)-Guided Face Color Transfer in Videos. (SCI)
    Qian Fu, Ying He, Fei Hou, Qian Sun, Anxiang Zeng, Zhenchuan Huang, Juyong Zhang, Yong-Jin Liu.
    IEEE Computer Graphics and Applications (CG&A), Vol. 41, No. 6, pp. 152-163, 2021. [pdf]

  10. [TVCG'2020] Poisson Vector Graphics (PVG). (CCF-A)
    Fei Hou, Qian Sun(co-first author), Zheng Fang, Yong-Jin Liu, Shi-Min Hu, Hong Qin, Aimin Hao and Ying He.
    IEEE Transactions on Visualization and Computer Graphics (TVCG), Vol. 26, No. 2, pp. 1361-1371, 2020. [pdf]

  11. [TOG'2019] Constructing 3D Self-Supporting Surfaces with Isotropic Stress Using 4D Minimal Hypersurfaces of Revolution. (CCF-A)
    Long Ma, Ying He, Qian Sun, Yuanfeng Zhou, Caiming Zhang, Wenping Wang.
    ACM Transactions on Graphics (TOG) 38 (5), 1-13, 2019. [pdf]

  12. [CAD'2018] Decorating 3D models with Poisson vector graphics. (CCF-B)
    Qian Fu, Fei Hou, Qian Sun, Shi-Qing Xin, Yong-Jin Liu, Wencheng Wang, Hong Qin, Ying He.
    In: Computer-Aided Design 102 (September 2018), 1-11. [pdf]

  13. [I3D'2016] Barehanded music: real-time hand interaction for virtual piano. (CCF-B)
    Hui Liang, Jin Wang, Qian Sun, Yong-Jin Liu, Junsong Yuan, Jun Luo, Ying He.
    In: Proceedings of the 20th ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, 2016. [pdf]

  14. [CVM'2016] User Controllable Anisotropic Shape Distribution on 3D Meshes. (EI)
    Xiaoning Wang, Tien Hung Le, Xiang Ying, Qian Sun* and Ying He. (Honorable Mention Award)
    Computational Visual Media volume 2, pages305–319(2016). [pdf]

  15. [I3D'2014] Splatting lines: an efficient method for illustrating 3D surfaces and volumes. (CCF-B)
    Long Zhang, Qian Sun, Ying He.
    In: Proceedings of the 18th meeting of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, 2016. [pdf]

  16. [CGF'2014] Polyline‐sourced Geodesic Voronoi Diagrams on Triangle Meshes. (CCF-B)
    Chunxu Xu, Yong‐Jin Liu, Qian Sun, Jinyan Li, Ying He.
    Computer Graphics Forum 33 (7), 161-170, 2014. [pdf]

  17. [CHI'2013] A multi-touch interface for fast architectural sketching and massing. (CCF-A)
    Qian Sun, Juncong Lin, Chi-Wing Fu, Sawako Kaijima, Ying He.
    In: Proceedings of the SIGCHI conference on human factors in computing systems, 2013. [pdf]

  18. [I3D'2013] Texture brush: an interactive surface texturing interface. (CCF-B)
    Qian Sun, Long Zhang, Minqi Zhang, Xiang Ying, Shi-Qing Xin, Jiazhi Xia, Ying He.
    In: Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, 2013. [pdf]

  19. [TVCG'2013] An intrinsic algorithm for parallel poisson disk sampling on arbitrary surfaces. (CCF-A)
    Xiang Ying, Shi-Qing Xin, Qian Sun, Ying He.
    IEEE transactions on visualization and computer graphics 19 (9), 1425-1437, 2013. [pdf]

  20. [CHI'2011] An interactive multi-touch sketching interface for diffusion curves. (CCF-A)
    Qian Sun, Chi-Wing Fu, Ying He.
    In: Proceedings of the SIGCHI conference on human factors in computing systems, 2011. [pdf]

Teaching

  1. Data Structure
    2024 Spring
  2. Python Programming Ⅱ
    2023 Fall
  3. Python Language Programming and Engineering Practice
    2022 Spring, 2023 Spring, 2024 Spring
  4. Programming Principle (C/C++)
    2018 Fall, 2019 Fall, 2020 Fall, 2021 Fall
  5. Python Programming and Applications
    2019 Fall, 2020 Fall
  6. Computer Graphics
    2018 Spring, 2019 Spring