Biography:

Dr. Tao Yan is an associate professor with the School of Artifical Intelligence and Computer Science, Jiangnan University, China. He received his dual Ph.D. degrees in computer science from City University of Hong Kong in Feb. 2014 and University of Science and Technology of China in Dec. 2013. He once worked as a senior research engineer at Baidu, Inc. He has served as a reviewer for IJCV, IEEE TIP, TCSVT, TMM, TCE, SPL, Knowledge-Based Systems etc. He is a member of CCF, CAAI and IEEE.

His research interests inclue stereo 3D vision, image editing, light field processing, image restoration and enhancement, object detection and tracking, ultra-fine grained image recognition and deep learning. He also focuses on industrial defect detection, video surveillance, etc.

  





Email: yantao@jiangnan.edu.cn or yantao.ustc@gmail.com (for academic). Personal homepage.

Google Scholar, Web of Science, ORCID.

Selected Paper Publications:

  • Tao Yan*, Shufan Xu, Hao Huang, Helong Li, Lu Tan, Xiaojun Chang and Rynson W. H. Lau, "NRGlassNet: Glass Surface Detection From Visible and Near-infrared Image Pairs," Knowledge-Based Systems, Apr. 2024, doi: 10.1016/j.knosys.2024.111722.
  • Anlei Zhu, Yinghui Wang*, Jinlong Yang, Tao Yan, Haomiao Ma, Wei Li*, "YOWOv3: A Lightweight Spatio-Temporal Joint Network for Video Action Detection," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Apr. 2024, doi: 10.1109/TCSVT.2024.3387933.
  • Tao Yan*, Helong Li, Jiahui Gao, Zhengtian Wu and Rynson W. H. Lau, "Single Image Reflection Removal From Glass Surfaces Via Multi-scale Reflection Detection," IEEE Transactions on Consumer Electronics (TCE), vol. 69, issue 4, pp. 1164-1176, Nov. 2023, doi: 10.1109/TCE.2023.3303475.
  • Wuyang Ye, Tao Yan*, Jiahui Gao and Yang Yang, "LFIENet: Light Field Image Enhancement Network by Fusing Exposures of LF-DSLR Image Pairs," IEEE Transactions on Computation Imaging (TCI), vol. 9, pp. 620-635, 2023, doi: 10.1109/TCI.2023.3288300.
  • Yang Yang*, Lianxiong Wu, Lanling Zeng, Tao Yan and Yongzhao Zhan , "Joint Upsampling for Refocusing Light Fields Derived With Hybrid Lenses," IEEE Transactions on Instrumentation and Measurement (TIM), vol. 72, pp. 1-12, 2023, doi: 10.1109/TIM.2023.3253880.
  • Tao Yan*, Mingyue Li, Bin Li, Yang Yang and Rynson W H. Lau, "Rain Removal From Light Field Images With 4D Convolution and Multi-Scale Gaussian Process," IEEE Transactions on Image Processing (TIP), vol. 32, pp. 921-936, 2023, doi: 10.1109/TIP.2023.3234692.
  • Yang Yang, Hongjun Hui, Lanling Zeng, Yan Zhao, Yongzhao Zhan and Tao Yan, "Edge-Preserving Image Filtering Based on Soft Clustering," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 32, no. 7, pp. 4150-4162, July 2022, doi: 10.1109/TCSVT.2021.3124291.
  • Yuyang Ding, Mingyue Li, Tao Yan*, Fan Zhang, Yuan Liu and Rynson W. H. Lau, "Rain Streak Removal From Light Field Images," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 32, no. 2, pp. 467-482, Feb. 2022, doi: 10.1109/TCSVT.2021.3063853.
  • Tao Yan*, Jianbo Jiao, Wenxi Liu and Rynson W. H. Lau, "Stereoscopic Image Generation From Light Field With Disparity Scaling and Super-Resolution," IEEE Transactions on Image Processing (TIP), vol. 29, pp. 1827-1842, 2020, doi: 10.1109/TIP.2019.2944519.
  • Tao Yan*, Yiming Mao, Jianming Wang, Wenxi Liu, Xiaohua Qian and Rynson W. H. Lau, "Generating Stereoscopic Images With Convergence Control Ability From a Light Field Image Pair," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 30, no. 5, pp. 1435-1450, May 2020, doi: 10.1109/TCSVT.2019.2903556.
  • Wenxi Liu, Yibing Song, DengSheng Chen, Shengfeng He, Yuanlong Yu, Tao Yan, Gehard P. Hancke, and Rynson W. Lau. "Deformable object tracking with gated fusion," IEEE Transactions on Image Processing (TIP), vol. 28, no. 8, pp. 3766-3777, Aug. 2019, doi: 10.1109/TIP.2019.2902784.
  • Yan, Tao*, Yuyang Ding, Fan Zhang, Ningyu Xie, Wenxi Liu, Zhengtian Wu, and Yuan Liu. "Snow removal from light field images," IEEE Access, 7: 164203-164215, Nov. 2019, doi: 10.1109/ACCESS.2019.2951917.
  • Yan, Tao*, Fan Zhang, Yiming Mao, Hongbin Yu, Xiaohua Qian, and Rynson WH Lau. "Depth estimation from a light field image pair with a generative model," IEEE Access, 7: 12768-12778, Jan. 2019, doi: 10.1109/ACCESS.2019.2893354.
  • Tao Yan, Zhe Huang, Rynson W.H. Lau, Yun Xu, "Seamless stitching of stereo images for generating infinite panoramas," Proc. the 19th ACM Symposium on Virtual Reality Software and Technology (VRST '13), 2013,dio:10.1145/2502081.2502177.
  • Tao Yan, Shengfeng. He, Rynson W.H. Lau, Yun Xu, "Consistent stereo image editing," Proc. the 21st ACM international conference on Multimedia - MM '13, 2013, dio:10.1145/2503713.2503729.
  • Tao Yan, Rynson W.H. Lau, Yun Xu, Liusheng Huang, "Depth Mapping for Stereoscopic Videos," International Journal of Computer Vision (IJCV), 102, 293–307 (2013), dio:10.1007/s11263-012-0593-9.

    • Research Materials:

    Our Open Codes and Datasets: https://github.com/YT3DVision?tab=repositories
    The Standard Plenoptic Camera: http://www.plenoptic.info/pages/model.html
    Light Field Resources: https://github.com/lightfield-analysis/resources
    Camouflaged Object Detection: https://github.com/visionxiang/awesome-camouflaged-object-detection

    Journal/Conference List:

  • IEEE TPAMI, IJCV, IEEE TIP, IEEE TCSVT, IEE TMM, IEEE TCI, IEEE TCE.
  • IEEE CVPR, IEEE ICCV, ECCV, WACV, AAAI, WACV, 3DV (3D Vision), ICCP, ACCV, IEEE ICME.
    •
  • ACM Multimedia 2023 (deadline: 30th April 2023);
  • BMCV 2023 (deadline: 12th May 2023);
  • NeurIPS 2023 (deadline: 17th May 2023);
  • ACM VRST 2023 (deadline: 10th June 2023);
  • 3DV 2024 (deadline: 7th Aug. 2023);
  • AAAI 2024 (deadline: 15th Aug. 2023);
  • ICME 2024 (deadline: 30th Dec. 2023);
  • ECCV 2024 (deadline: 7th Mar. 2024);
  • ACM Multimedia 2024 (deadline: 12th April 2024);
  • NeurIPS 2024 (deadline: 22th May 2024);
  • Pacific Graphics 2024 (deadline: 7th June 2024);
  • WACV 2024 (deadline: 28th June 2023);
    •
  • Deadlines of AI conferences,   deadlines of computer graphics and multimedia conferences,   calendar of computer image analysis and computer vision conferences.

    • Students' Information:

  • 2023级: Jianchao HUANG,   Weilong HUANG,   Fengming ZHANG,   Haibo ZHU.
  • 2022级: Chenglong WANG,   Hao HUANG,    Xianglong CHEN,   Hao CHEN,   Zhineng ZhANG,  Jinsheng LIU,    Xiaoxue WU.
  • 2021级: Lu TAN,   Weijiang HE,   Xiangjie ZHU,   Shufan XU,   Linxin ZHANG,   Xin LIN.

    • Computer Science, CityU of Hong Kong.   
    Computer Science and Technology, USTC.   
    Artifical Intellignece and Computer Science, JNU.
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