薛万利,2019年1月获天津大学计算机学院计算机应用技术工学博士学位。2019年2月至今任天津理工大学计算机科学与工程学院讲师。主要从事计算机视觉方向研究。目前负责天理松塔SOTA智能视觉课题组及天津理工大学大学生航模队及无人机工作室。工作期间,共主持项目2项、参与项目6项;以第一作者或通讯作者发表论文十余篇;获得大学生相关赛事奖项若干。
主持的项目: 1.国家自然科学基金青年项目,“基于自适应外观模型及深度强化学习的视觉跟踪”,2019,项目主持人。 2.天津市自然科学基金青年项目,“基于动态语义化信息描述和深度强化学习决策机制的目标跟踪”,2020,项目主持人。 3.国家自然科学基金重大研究计划集成项目,“共融机器人基础理论与关键技术研究”,2021,课题第二参与人。 4.国家工信部新一代人工智能产业创新重点任务接榜项目,“复杂场景下中国手语实时翻译系统”,2020,项目第四参与人。 5.天津市智能制造专项资金支持类项目(工信方向),“面向人工智能应用的高质量手语数据训练资源平台”,2020,项目第三参与人。 6.国家自然科学基金重点国际(地区)合作研究项目,“任务驱动的主动视觉感知及用于海洋环境监视与救援”,2021,项目第四参与人。 7.横向课题,“多模态手/体势动作数据集建立及识别”,2020,项目负责人。 8.横向课题,“手语数据平台”,2021,项目负责人。 发表的论文: Papers published in 2021: 1. W. Xue*, W. Xie, Y. Zhang and S. Chen, "Stable linear structures and seam measurements for parallax image stitching," in IEEE Transactions on Circuits and Systems for Video Technology, doi: 10.1109/TCSVT.2021.3058655. 2. Z. Zhang, X. Ren, W. Xue*, C. Zhang, Q. Guo and S. Chen, "Object-aware Ghost Identification and Elimination for Dynamic Scene Mosaic," in IEEE Transactions on Circuits and Systems for Video Technology, doi: 10.1109/TCSVT.2021.3093039. 3. C. Zhang, S. Jin, W. Xue*, X. Xie, S. Chen and R. Chen, "Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem," in IEEE Transactions on Vehicular Technology, vol. 70, no. 8, pp. 7426-7436, Aug. 2021, doi: 10.1109/TVT.2021.3090796. 4. Cheng, Z., Ren, X., Juefei-Xu, F., Xue, W*., Guo, Q., Ma, L., & Zhao, J. (2021). Deepmix: Online Auto Data Augmentation for Robust Visual Object Tracking. In 2021 IEEE International Conference on Multimedia and Expo (ICME) (pp. 1–6). 5. Xue, W., Zhang, Z., & Chen, S. (2021). Ghost Elimination via Multi-Component Collaboration for Unmanned Aerial Vehicle Remote Sensing Image Stitching. Remote Sensing, 13(7), 1388. 6. Xie, W., & Xue, W*. (2021). WB-KNN for emotion recognition from physiological signals. Optoelectronics Letters, 17(7), 444–448. Papers published in 2020: 1. Qing Guo, Xiaofei Xie, Felix Juefei-Xu, Lei Ma, Zhongguo Li, Wanli Xue, Wei Feng, Yang Liu. SPARK: Spatial-aware Online Incremental Attack Against Visual Tracking. ECCV 2020: European Conference on Computer Vision. 2. Ren, X., Yu, B., Qi, H., Juefei-Xu, F., Li, Z., Xue, W*., … Zhao, J. (2020). Few-Shot Guided Mix for DNN Repairing. In 2020 IEEE International Conference on Software Maintenance and Evolution (ICSME) (pp. 717–721). 3. Z. Zhang, W. Xue*, W. Huang and S. Chen, "Effective Video Frame Acquisition for Image Stitching," in IEEE Access, vol. 8, pp. 217086-217097, 2020, doi: 10.1109/ACCESS.2020.3041330. Papers published in 2018: 1. Xue, W., Xu, C., & Feng, Z. (2018). Robust Visual Tracking via Multi-Scale Spatio-Temporal Context Learning. IEEE Transactions on Circuits and Systems for Video Technology, 28(10), 2849–2860. 2. Xue, W., Feng, Z., Xu, C., Meng, Z., & Zhang, C. (2018). Adaptive Object Tracking via Multi-Angle Analysis Collaboration. Sensors, 18(11), 3606. 3. Zhang, X., Xu, C., Xue, W*., Hu, J., He, Y., & Gao, M. (2018). Emotion Recognition Based on Multichannel Physiological Signals with Comprehensive Nonlinear Processing. Sensors, 18(11), 3886. 4. Zhang, J., Feng, Z., Su, Y., Xing, M., & Xue, W. (2018). Riemannian Spatio-Temporal Features of Locomotion for Individual Recognition. Sensors, 19(1), 56. 5. Xue, W., Feng, Z., Xu, C., Liu, T., Meng, Z., & Zhang, C. (2018). Visual tracking via improving motion model and model updater. International Journal of Advanced Robotic Systems, 15(1). 6. Zhang, C., Li, X., Hao, J., Sen, S., Xue, W., & Feng, Z. (2018). The Dynamics of Opinion Evolution in Gossiper-Media Model with WoLS-CALA Learning. In Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems (pp. 2159–2161). 7. Zhang, C., Li, X., Feng, Z., & Xue, W. (2018). Multiagent Reinforcement Learning Algorithms Based on Gradient Ascent Policy (pp. 91–106). Papers published in 2017: 1. Zhang, C., Li, X., Hao, J., Chen, S., Tuyls, K., Xue, W., & Feng, Z. (2019). SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes. Autonomous Agents and Multi-Agent Systems, 33(4), 403–429. 2. Liu, T., Xu, C., Meng, Z., Xue, W*., & Li, C. (2017). Improvement on Tracking Based on Motion Model and Model Updater. CCF Chinese Conference on Computer Vision, 639–650. 联系方式e-mail:xuewanli@email.tjut.edu.cn;或微信关注天理松塔智能视觉课题组公众号:tjut_ivt。 |