Mingyang Zhao(赵明阳)

E-mail: zhaomingyang16@mails.ucas.ac.cn


I am currently a postdoctoral fellow at the Beijing Academy of Artificial Intelligence (BAAI) and the National Laboratory of Pattern Recognition of the Institute of Automation, Chinese Academy of Sciences (CAS), working with Prof. Tiejun Huang and Prof. Dong-Ming Yan. Before that I attained the Phd degree at the Academy of Mathematics and Systems Science, Chinese Academy of Sciences (AMSS) and University of Chinese Academy of Sciences (UCAS), under the supervision of Dr. Xiaohong Jia. I was honored the grand Phd scholarship of Saudi Arabian in 2020, and the excellent student prize of president fellowships, Chinese Academy of Sciences in 2021.

My research interest includes statistical machine learning, robust estimation and Gaussian processes. If you are interested in my work, perhaps we can plan a collaboration on some topics!

Publication List

GraphFit: Learning Multi-scale Graph-Convolutional Representation for Point Cloud Normal Estimation
Keqiang Li*, Mingyang Zhao*, Huaiyu Wu, Dong-Ming Yan, Zhen Shen, Fei-Yue Wang, Gang Xiong
ECCV, 2022
[PDF] [Code]
EDSF: Fast and Accurate Ellipse Detection via Disjoint-set Forest
Jingen Jiang*, Mingyang Zhao*, Zeyu Shen, Dong-Ming Yan
IEEE International Conference on Multimedia and Expo (ICME) (Oral), 2022
[PDF] [Code]
Robust Ellipsoid-specific Fitting via Expectation Maximization
Mingyang Zhao, Xiaohong Jia, Lei Ma, Xinling Qiu, Xin Jiang, Dong-Ming Yan
British Machine Vision Conference (BMVC), 2022
[PDF] [Slides]
Robust Multi-view Registration of Point Sets with Laplacian Mixture Model
Jin Zhang, Mingyang Zhao, Xin Jiang, Dong-Ming Yan
Asian Conference of Pattern Recognition (ACPR) (Oral), 2022
Combining Convex Hull and Directed Graph for Fast and Accurate Ellipse Detection
Zeyu Shen, Mingyang Zhao, Xiaohong Jia, Dong-Ming Yan
Graphical Models, Vol. 116, 2021
[PDF] [Code]
Robust Ellipse Fitting Using Hierarchical Gaussian Mixture Models
Mingyang Zhao, Xiaohong Jia, Lubin Fan, Yuan Liang, Dong-Ming Yan
IEEE Transactions on Image Processing, Vol. 30, 3828-3843, 2021
[PDF] [Code]
An Occlusion-Resistant Circle Detector Using Inscribed Triangles
Mingyang Zhao, Xiaohong Jia, Dong-Ming Yan
Pattern Recognition, Vol. 109, January 2021
[PDF] [Code]
Using Convex Hull for Fast and Accurate Ellipse Detection
Zeyu Shen, Mingyang Zhao, Xiaohong Jia, Dong-Ming Yan
ACM Siggraph Posters, 2020
Enumerating the Morphology of Non-Degenerate Darboux Cyclides
Mingyang Zhao, Xiaohong Jia, Changhe Tu, Bernard Mourrain, Wenping Wang
Computer Aided Geometric Design, Vol.75, 2019