长期从事自动驾驶环境感知相关理论及应用研究,主持或参与国家自然科学基金青年基金、国家重点研发计划子课题、国家杰出青年科学基金项目等多个国家级项目。发表SCI等高水平论文10余篇,授权专利2项,部分成果如下:
[1] Liu K, Wang W*, Tharmarasa R, et al. Dynamic vehicle detection with sparse point clouds based on PE-CPD[J]. IEEE Transactions on Intelligent Transportation Systems, 2019, 20(5): 1964-1977.
[2] Liu K, Wang J*. Fast dynamic vehicle detection in road scenarios based on pose estimation with convex-hull model[J]. Sensors, 2019, 19(14): 3136.
[3] Liu K, Wang W*, Tharmarasa R, et al. Ground surface filtering of 3D point clouds based on hybrid regression technique[J]. IEEE Access, 2019, 7: 23270-23284.
[4] Liu K, Wang W*, Wang J. Pedestrian detection with LiDAR point clouds based on single template matching[J]. Electronics, 2019, 8(7): 780.
[5] Liu K, Wang W. Pedestrian detection on the slope using multi-layer laser scanner[C]//2017 20th International Conference on Information Fusion (Fusion). IEEE, 2017: 1-7.
[6] Liu K, Wang W, Sun Z. Recognition of SAR image based on combined templates[C]//2013 IEEE International Conference on Imaging Systems and Techniques (IST). IEEE, 2013: 284-287.
[7] 刘凯琪,王建强,许庆,李克强. 一种动态车辆检测方法,ZL202010935148.X.
[8] 王文光,刘凯琪,孙进平,孙作为. 一种具有拒识功能的平均模板识别方法,ZL201310161165.2.
[9] 极限视距下智能汽车多域耦合协同态势感知与风险评估,国家自然科学基金青年科学基金项目,主持,24万,2021.01–2023.12.
[10] 新能源汽车运行安全协同云控系统标准化架构,国家重点研发计划子课题,专题副组长,2019.12-2022.11.
[11] 汽车智能安全,国家自然科学基金杰出青年基金项目,项目骨干,350万,2017.01-2021.02.
Han, J., Liu, K., Li, W. & Chen, G., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (编辑). Springer Science and Business Media Deutschland GmbH, 页码 255-27218 页码 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 15107 LNCS).