国家重点研发计划(国际合作专项)课题,非理想条件下多深度学习模型集成方法在视频异常事件检测中的应用,2024.01-2026.12(主持)
国家自然科学基金面上项目,面向复杂视频场景的个体异常行为检测研究,2022.01-2025.12(主持)
ISN国家重点实验室开放课题,基于人体姿态动态建模的异常行为检测,2021.03-2023.03(主持)
中国博士后基金面上资助,面向公共安全的异常人体行为检测研究,2020.09-2022.08(主持)
南京理工大学自主科研项目,基于未来行为预测的视频异常事件检测研究,2019.09-2021.08(主持)
国家自然科学基金青年项目,面向开放环境的三维人体姿态跟踪方法研究,2019.01-2021.12(主持)
江苏省自然科学基金青年项目,面向室外的开放条件下三维人体姿态跟踪研究,2018.07-2021.06(主持)
Selected Papers
(最新的论文请看我的Google scholar, ?Lin Zhao? - ?Google 学术搜索?)
(TIP, SCI一区)Lin Zhao, Nannan Wang, Chen Gong, Jian Yang, Xinbo Gao. Estimating Human Pose Efficiently by Parallel Pyramid Networks, IEEE Transactions on Image Processing, 2021, 30: 6785-6800.
(TCSVT, SCI一区)Lin Zhao, Jie Xu, Chen Gong, Jian Yang, Mengwang Zuo, Xinbo Gao. Learning to Acquire the Quality of Human Pose Estimation, IEEE Transactions on Circuits and Systems for Video Technology, 2021, 31(4): 1555-1568.
(TCYB, SCI一区)Jingchen Ke, Chen Gong, Tongliang Liu, Lin Zhao, Jian Yang, Dacheng Tao. Laplacian Welsch Regularization for Robust Semisupervised Learning, IEEE Transactions on Cybernetics, 2020, DOI: 10.1109/TCYB.2019.2953337.
(INS, SCI一区)Lin Zhao, Jie Xu, Shanshan Zhang, Chen Gong, Jian Yang, Xinbo Gao. Perceiving heavily occluded human poses by assigning unbiased score, Information Science, 2020, 537(10): 284-301.
(CVIU,CCF B类)Lin Zhao, Meimei Shang, Fei Gao, Rongsheng Li, Fei Huang, Jun Yu. Representation learning of image composition for aesthetic prediction, Computer Vision and Image Understanding, 2020, 199(10): 103024.
(PRL,SCI三区)Yao Tang, Lin Zhao(*), Shanshan Zhang, Chen Gong, Guangyu Li, Jian Yang(*). Integrating prediction and reconstruction for anomaly detection, Pattern Recognition Letters, 2020, 129(1): 123-130.
(PRL,SCI三区)Jie Xu, Lin Zhao, Shanshan Zhang, Chen Gong, Jian Yang, Multi-task learning for object keypoints detection and classification, Pattern Recognition Letters, 2020, 130(2): 182-188.
(TNNLS,SCI一区)Lin Zhao, Xinbo Gao, Dacheng Tao, Xuelong Li, Learning a tracking and estimation integrated graphical model for human pose tracking, IEEE Transactions on neural networks and learning systems, 2015, 26(12): 3176-3186.
(TIP,SCI一区)Lin Zhao, Xinbo Gao, Dacheng Tao, Xuelong Li, Tracking human pose using max-margin markov models, IEEE Transactions on Image Processing, 2015, 24(12): 5274-5287.
(SP,SCI二区)Lin Zhao, Xinbo Gao, Dacheng Tao, Xuelong Li, A deep structure for human pose estimation. Signal Processing, 2015, 31(108): 36-45.
(Neurocomputing,SCI二区)Lin Zhao, Xinbo Gao, Yuan Yuan, Dapeng Tao. Sparse frontal face image synthesis from an arbitrary profile image. Neurocomputing, 2014, 128(3): 466–475.
Selected Conference Papers
(MM asia) Ling Li, Lin Zhao(*), Linhao Xu, Jie Xu. Toward High Performance One-stage Human Pose Estimation, In ACM Mulitimedia Asia, December 13-16, 2022, Tokyo, Japan.
(MM asia) Yao Tang, Lin Zhao(*), Zhaoling Yao, et al. Graph-Based Motion Prediction for Abnormal Action Detection// Proceedings of the ACM Multimedia Asia. 2020. (Oral)
Yu Guo, Lin Zhao, Shanshan Zhang, Jian Yang. Coarse-to-Fine 3D Human Pose Estimation//International Conference on Image and Graphics. Springer, Cham, 2019: 579-592.
Jingchen Ke, Chen Gong, Lin Zhao. Laplacian Welsch Regularization for Robust Semi-supervised Dictionary Learning//International Conference on Intelligent Science and Big Data Engineering. Springer, Cham, 2019: 40-52.