I am currently a machine vision algorithm engineer in HikRobot. I received my Master degree from Beijing Institute of Technology (BIT) in 2022 under the supervision of Prof. Tingfa Xu and Prof. Jianan Li, and Bachelor degree from Beijing Institute of Technology (BIT) in 2019.
Research Interests: Machine Learning, Visual Tracking, Object Detetction
07/2022: One paper is accepted by IEEE Geoscience and Remote Sensing Letters.
06/2022: Invited as a reviewer for IEEE Transactions on Circuits and Systems for Video Technology.
03/2022: One paper is accepted by Remote Sensing
02/2022: One paper is accepted by IEEE Transactions on Circuits and Systems for Video Technology.
02/2022: One paper is accepted in CVIV 2022.
12/2021: One paper is accepted by IEEE Transactions on Neural Networks and Learning Systems.
09/2021: One paper is accepted in ACML 2021 (Oral!).
08/2021: One paper is accepted in ICCV 2021 Anti-UAV Workshop (Best paper! Oral!).
07/2021: Win the 1st-Place Award of ICCV 2021 Anti-UAV Challenge.
06/2021: One paper is accepted in ICIG 2021 (Poster).
Huang B *., Chen J *., Xu T., Wang Y., Jiang S., Wang Y., Wang L., Li J., “SiamSTA: Spatio-temporal attention based Siamese tracker for tracking UAVs[C]”, IEEE International Conference on Computer Vision Workshops (ICCVW), 2021.(The first two authors contribute equally, Oral, Best paper award, Link)[PDF]
Chen J., Xu T., Li J., Wang L., Wang Y., Li X., "Adaptive Gaussian-like Response Correlation Filter for UAV Tracking[C]", The 11th International Conference on Image and Graphics (ICIG), 2021. (Poster) [PDF]
Wang Y., Xu T*., Jiang S., Chen J., Li J., "Pyramid Correlation based Deep Hough Voting for Visual Object Tracking[C]", Accepted as Short Oral by 13th Asian Conference on Machine Learning (ACML 2021).[PDF]
Huang B. , Xu T. , Li J. , Luo F., Qin Q. and Chen J., "Learning Context Restrained Correlation Tracking Filters via Adversarial Negative Instance Generation," in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2021.3133441.[PDF]
Wang, L., Li, J., Huang, B., Chen, J., Li, X., Wang, J., Xu, T., "Auto-Perceiving Correlation Filter for UAV Tracking," in IEEE Transactions on Circuits and Systems for Video Technology, doi:10.1109/TCSVT.2022.3155731.[PDF]
Chen J *, Huang B *, Li J, Wang Y, Ren M, Xu T. Learning Spatio-Temporal Attention Based Siamese Network for Tracking UAVs in the Wild. Remote Sensing. 2022; 14(8):1797. https://doi.org/10.3390/rs14081797. [PDF]
Chen J, Xu T, Huang B, Wang Y and Li J, "ARTracker: Compute a More Accurate and Robust Correlation Filter for UAV Tracking," in IEEE Geoscience and Remote Sensing Letters, 2022, doi: 10.1109/LGRS.2022.3194067.[PDF]