自动化工程学院
|
|
|
|
| 导师代码： |
12342
|
| 导师姓名： |
郑亚莉
|
| 性 别： |
女 |
| 特 称： |
|
| 职 称： |
副教授
|
| 学 位： |
工学博士学位
|
| 属 性： |
专职 |
| 电子邮件： |
zhengyl@uestc.edu.cn
|
|
|
| 学术经历：
|
|
重庆大学模式识别方向博士，于2008年10月至2011年9月在美国卡内基梅隆大学机器人研究所进行博士生联合培养。
|
|
| 个人简介：
|
|
2012年毕业于重庆大学，获工学博士学位。在攻读博士学位期间，获得中国留学基金委“国家建设水平大学公派研究生项目”资助，于2008年10月至2011年9月在美国卡内基梅隆大学机器人研究所进行博士生联合培养，主要从事利用多视觉几何理论进行三维环境建模以实现移动平台的定位感知。在顶级的国际会议和知名国际期刊上发表包括SCI/EI收录学术论文10余篇，申请国家发明专利10余项，已授权3项。个人主页：http://www.uestc-vml.net/
|
|
| 科研项目：
|
|
先后主持和承担国家自然科学基金面上项目1项，青年项目1项，中国博士后基金面上项目一等资助1项，中央高校资助1项，参与多项校企联合的横向项目。
|
|
| 研究成果：
|
|
(1)Shouwei Gao, Yali Zheng, Jie Zhang, Libing Bai, Eddy Current Array for Defects Detection based on Spatiotemporal Self-attention Network, International Conference on Sensing, Measurement & Data Analytics (ICSMD), 2022.
(2)Xu Zheng, Yali Zheng, Shubin Yang, Generating Multiple Hypotheses for 3D Human Mesh and Pose using Conditional Generative Adversarial Nets, Proceedings of the Asian Conference on Computer Vision (ACCV), 2022.
(3)Yali Zheng, Da Meng, Jian Yang, Libing Bai, PCB Network Analysis for Circuit Partitioning, Applied Science, 2022(8). (SCI)
(4)Da Meng, Yali Zheng, Circuit Partitioning for PCB Netlist Based on Net Attributes, The International Conference on Machine Learning and Cybernetics (ICMLC) , 2022. (EI)
(5)Hui Zhu, Yali Zheng, Attributed Graph Matching via Seeds Guiding, IEEJ Transaction on Eletronics, Information and Systems, 2021. (SCI)
(6)Yali Zheng, Lili Pan, Jiye Qian, Hongliang Guo, Fast Matching via Ergodic Markov Chain for Super-large Graphs, Pattern Recognition, 2020. (SCI)
(7)Yali Zheng, Shinan Chen, Hong Cheng, Yang Wang, Real-time Cloud Visual SLAM for Indoor Service Robots, IEEE Access, 2020(1). (SCI)
(8)Yangguang Huang, Lili Pan, Yali Zheng, Mei Xie: Mixture of Deep Regression Networks for Head Pose Estimation, International Conference on Image Processing, 2018. (EI)
(9)Pengfei Wang, Yali Zheng, Hong Cheng, Nan Zhou, Yuan Yan Tang, Multi-subgraph Matching for Logo Localization Using Genetic Algorithm, IEEE International Conference on Wavelet Analysis and Pattern Recognition (ICWAPR), 2016. (EI)
(10)Nan Zhou, Hong Cheng, Yali Zheng, Unsupervised Feature Slection by Nonnegative Sparsity Adaptive Subspace Learning,IEEE International Conference on Wavelet Analysis and Pattern Recognition (ICWAPR), 2016. (EI)
(11)Taiping Zhang,？Pengfei Ren,？Yao Ge,？Yali Zheng,？Yuan Yan Tang,？C. L. Philip Chen, Learning Proximity Relations for Feature Selection.？IEEE Trans. Knowledge Data Engeering. 28(5): 1231-1244, 2016. (SCI)
(12)Lili Pan, Qiangsen He, Yali Zheng, Mei Xie, Using Correlated Regression Models to Calculate Cumulative Attributes for Age Estimation. IEICE Transactions 98-D(12): 2349-2352, 2016. (SCI)
(13)Yanli Ji, Hong Cheng, Yali Zheng, Haoxin Li, Learning contrastive feature distribution model for interaction recognition. Journal Visual Communication and Image Representation, 2015(33): 340-349. (SCI)
(14)Yuzhuo Wang, Hong Cheng, Yali Zheng, Lu Yang: Face Recognition in the Wild by Mining Frequent Feature Itemset. CCPR (2)？2014: 331-340. (EI)
(15)Yali Zheng, Peipei Luo, Hong Cheng, Visual Search Based Indoor Localization in Low Light via RGB-D Camera, International Journal of Computer and Information Engineering, 2017(11).
(16)Yali Zheng, Yuan Yan Tang, Hong Cheng, Bin Fang, Taiping Zhang, Quadratic Modeling of Wheeled Moving Platforms on Planes, IEEJ Transaction on Eletronics, Information and Systems, 2016. (SCI)
(17)Yali Zheng, Hong Cheng, Yuan Yan Tang, Bin Fang, Taiping Zhang, Optimized Trajectory Recovery of On-road Vehicles from Monocular Videos with Multiple Constraints, IEEJ Transaction on Eletronics, Information and Systems, 2014(3). (SCI)
(18)Yali Zheng, Shohei Nobuhara, and Yaser Sheikh, Structure from Motion Blur in Low Light, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011 (国际顶级会议, EI)
|
|
| 专业研究方向：
|
| 专业名称 |
研究领域/方向 |
招生类别 |
| 081100控制科学与工程 |
01复杂系统与智能信息处理，03模式识别与智能系统 |
硕士学术学位 |
| 085400电子信息 |
01测控技术及自动化（非全） |
硕士专业学位 |
| 085406控制工程 |
01复杂系统与智能信息处理，03模式识别与智能系统 |
硕士专业学位 |
|
|
|
|
|
|
