刘烨 (Email: yeliu@njupt.edu.cn)1986年出生,2013年毕业于复旦大学计算机应用专业,获博士学位,2007年本科毕业于同济大学计算机科学与技术专业,2013年7月起在南京邮电大学自动化学院工作。目前主要研究兴趣为:深度学习,二维、三维物体的跟踪与检测,三维重建及三维运动获取,生物医学图像分析等。已在重要的期刊和会议上发表论文三十余篇,包括IEEE TMM, Pattern Recognition,Pattern Recognition Letters,ECCV,ICCV Workshop,ICPR等。 指导学生获得2018首届江苏省研究生无人机科研创新实践大赛特等奖。
研究领域:研究方向: 计算机视觉,自动驾驶环境下二维、三维物体的跟踪与检测,三维重建及三维运动获取,虚拟现实,生物医学图像分析等研究成果:
(1) Ye Liu, et al. Context-Aware Three-Dimensional Mean-Shift With Occlusion Handling for Robust Object Tracking in RGB-D Videos[J]. IEEE Transactions on Multimedia, 2019, 21(3):664-677.
(2) Ye Liu, Shuohong Wang and Yan Qiu Chen. Automatic 3D tracking system for large swarm of moving objects. Pattern Recognition,2016,52:384-396.
(3) Ye Liu, Shuohong Wang, Hao Gao and Baoyun Wang. Detecting Dense Crowds of Microbes from Microscope Images in a Global Optimization Framework. Optik, 2016, 127(1):76-81.
(4) Ye Liu, Hui Li and Yan Qiu Chen. Automatic Tracking of a Large Number of Moving Targets in 3D, In Proc. of European Conference on Computer Vision (ECCV), Firence, Italy, 2012.
(5) Ye Liu, Yan Qiu Chen. 3D Tracking of Deformable Surface by Propagating Feature Correspondences, In Proc. of International Conference on Pattern Recognition (ICPR), Tsukuba, Japan, 2012.
(6) Ye Liu, Yan Qiu Chen. Joint Reconstruction of 3D Shape and Non-rigid Motion in a Region-Growing Framework, In Proc. of IEEE International Conference on Computer Vision Workshops (ICCV Workshops), Barcelona, Spain, 2011.
(7) Jun Liu, Guyue Zhang, Ye Liu, Luchao Tian, and Yan Qiu Chen. An ultra-fast human detection method for color-depth camera. Journal of Visual Communication and Image Representation , 2015, 31: 177-185.
(8) Jun Liu, Ye Liu, Guyue Zhang, Peiru Zhu and Yan Qiu Chen. Detecting and tracking people in real time with RGB-D camera. Pattern Recognition Letters, 2015, 53(1):16-23.
(9) Hui Li, Ye Liu, Yan Qiu Chen. Automatic Trajectory Measurement of Large Number of Crowded Objects. Optical Engineering, 2013, 52(6):067003—067003.
(10) Jinlong Shi, Ye Liu, Yan Qiu Chen. Method for Three-dimensional Measurement of Dynamic Deformable Surfaces, Journal of Electronic Imaging, 2012, 21(3):033023-1.
(11) Jun Liu, Ye Liu, Ying Cui, Yan Qiu Chen. Real-time Human Detection and Tracking in Complex Environments Using Single RGBD Camera. In Proc. of IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, 2013.
科研项目:代表性学术成果:指导的优秀研究生代表: