个人简介

刘袁缘,19847月,博士、讲师、硕士生导师。

主要研究方向:计算机视觉和模式识别、图像处理、机器和深度学习

从事计算机视觉中自然场景人脸识别(包括人脸检测、识别、姿态估计、表情识别等),以及通用视觉中多目标检测和语义分割、图像理解等的研究工作。

 

教育经历

2005年南昌大学通信工程专业学士

2007年华中科技大学信号与图像处理方向硕士

2015年华中师范大学计算机视觉方向博士

工作经历

2008 2011南昌工程学院,电子系教师

2011 2012艾睿光电武汉研发中心,算法工程师

2016—现在中国地质大学(武汉),信息工程学院,讲师

讲授课程

《计算机高级语言》、《数据挖掘和数据分析》、《机器学习》

科研项目

  1. 多噪声下基于深度增强随机森林的自发表情识别研究”(国家自然科学基金青年项目:61602429) 主持

  2. 面向多姿态和遮挡条件下的自发表情识别研究”(中国博士后面上基金项目:2016M592406)主持

  3. 红外视频中的人体行为识别、跟踪和预测研究”(中央高校基本科研业务费专项资金:26420160055)主持

期刊论文

1.Yuanyuan Liu, ZhongXie, Xiaohui Yuan, Jingying Chen, Wu Song. “Multi-level Structured Hybrid Forest for Joint Head Detection and Pose Estimation”. Neurocomputing, 266(11), 206-215 2017.

2.Yuanyuan Liu, Jingying Chen, Zhiming Su, Zhengzheng Luo, Leyuan Liu, Kun Zhang. “Robust head pose estimation using Dirichlet-tree distribution enhanced random forests”. Neurocomputing, Vol.173, 42-53, 2016.

3.Yuanyuan Liu, Jingying Chen, Cunjie Shan, Zhiming Su, Pei Cai. “A Hierarchical Regression Approach for Unconstrained Face Analysis”. International Journal of Pattern Recognition and Artificial Intelligence, Vol. 29, No. 8, 1556011, 2015.

4.Yuanyuan Liu, ZhongXie, Xi Gong, and Fang Fang. “Deep Transfer Feature based Convolutional Neural Forests for Head Pose Estimation”, The Pacific-Rim Symposium on Image and Video Technology (PSIVT), 2017.

5. Yuanyuan Liu, ZhongXie,Jingying Chen. “An Intelligent Learning System for Supporting

Interactive Learning through Student Engagement Study”, 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, 498-503, 2016.

6. Yuanyuan Liu, Leyuan Liu, Jingying Chen, et al. “Multi-person Visual Focus of Attention

from Head Pose on a Natural Classroom[C]”, International Conference on Pattern Recognition Applications and Methods (ICPRAM), 205-213, 2016.

7Yuanyuan Liu, Jingying Chen, Cunjie Shan. “Dirichlet-tree Distribution Enhanced Random Forests for facial feature detection”. IEEE International Conference on Image Processing (ICIP), 2014, 234-238, Paris, France, Oct.22-25,.

8Yuanyuan Liu, Jingying Chen, Leyuan Liu, Yujiao Gong, Nan Luo. “Dirichlet-tree Distribution Enhanced Random Forests for Head Pose Estimation”. International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2014, 87-95, Best student paper candidate.

9.Yuanyuan Liu, Jingying Chen, Haiqing Chen, “Dirichlet-tree Cascaded Hough forests for Continuous Head Pose Estimation[C]”. The IEEEThe 7th International Congress on Image and Signal Processing (CISP), 2014, 554-559.

10.刘袁缘, 谢忠, 周顺平, 刘郑, 王伟明, 刘秀平. “基于条件迭代更新随机森林的非约束人脸特征点精确定位”, 计算机辅助设计与图形学学报, Vol.29, No.10, 1881-1890 , 2017. (EI).

11.刘袁缘,陈靓影等.“基于级联条件随机森林算法的非约束环境下的头部姿态估计[J]”, 电子与信息学报, Vol 37, No 3,543-551. (EI)

12. Kan Yu, Yuanyuan Liu, J Yin, et al. “A novel angle-tuned thin film filter with low angle sensitivity[J]”. Optics & Laser Technology, 2015, 68:141–145.

13. Kan Yu, YuanyuanLiu,JiaqiBao, et al. “Design of angle-tuned wedge narrowband thin film filter[J]”. Optics & Laser Technology, 2014, 56(1):71–75.

14. Jingying Chen, Nan Luo, Yuanyuan Liu, Leyuan Liu, Kun Zhang, Joanna Kolodziej, “A hybrid intelligence-aided approach to affect-sensitive e-learning[J]”, Computing, Springer, ,2014.

15. Zhizhong ZengXinguo Yu, Mao ChenYuanyuanLiu, A memetic algorithm to pack unequal circles into a square”,Computers & Operations ResearchVol.92, 47-55.

16. 郑卓,方芳,刘袁缘*,龚希,郭明强. “基于联合多尺度卷积神经网络的高分辨率遥感影像场景分类”, 测绘学, 2018. (EI)

17. Lu Wang,Fang Fang,Xiaohui Yuan,YuanyuanLiu, Zhongwen Luo, URBAN FUNCTION ZONING USING GEOTAGGED PHOTOS AND OPENSTREETMAP”,2017 IEEE International Geoscience and Remote Sensing Symposium, . (EI)

18. HuimingLv,Fang Fang, Yishi Zhao, YuanyuanLiu, Zhongwen Luo,A Performance Evaluation Model for Taxi Cruising Path Recommendation System”,Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2017, 156-167. (EI)

19. Liu Yuanyuan, and Guangming Liu. "A smoke detection algorithm of energy difference between frames based on adaptive LOG operator on the infrared video processing." 2011 Second International Conference on Mechanic Automation and Control Engineering, 2011:996 - 999. (EI)

20. Liu Yuanyuan, and Guoping Yan. "An adaptive detection model of moving dim targets based on energy difference between frames." Proc SPIE (2009).(EI)

21. 刘袁缘, 严国萍,潘晴等. "一种基于能量差比较算法的差分运动检测方法的改进." 信号处理 06(2007):891-895.

授权专利

1.刘袁缘(3),基于眼球追踪的空间数据沉浸式交互方法[P]. 武汉:CN106774950A, 2017.5.31

2.刘袁缘(4),一种分光谱太阳能光伏系统 CN201510133927.7

联系方式

liuyy@cug.edu.cn