Mingyang Zhao(赵明阳)

I am currently a postdoctoral researcher 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 Prof. Xiaohong Jia.

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Highlights

  • One paper 'GraphReg: Dynamical Point Cloud Registration with Geometry-aware Graph Signal Processing'got accepted by TIP.

Research

My research interest includes statistical machine learning, robust estimation, Gaussian processes, and their applications on (3D) computer vision, computer graphics, as well as pattern recognition.

GraphReg: Dynamical Point Cloud Registration with Geometry-aware Graph Signal Processing
Mingyang Zhao, Lei Ma, Xiaohong Jia, Dong-Ming Yan, Tiejun Huang
IEEE Transactions on Image Processing, 2022
[Paper] [Code]
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
[Paper] [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
[Paper] [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
[Paper] [Presentation]
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
[Paper]
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
[Paper] [Code]
Consistent Chord Computation and Cross Ratio for Ellipse Detection
Mingyang Zhao, Xiaohong Jia, Yuan Liang, Dong-Ming Yan
International Journal of Computer Vision (Under review), 2021
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
[Paper] [Code]
An Occlusion-Resistant Circle Detector Using Inscribed Triangles
Mingyang Zhao, Xiaohong Jia, Dong-Ming Yan
Pattern Recognition, Vol. 109, January 2021
[Paper] [Code]
Using Convex Hull for Fast and Accurate Ellipse Detection
Zeyu Shen, Mingyang Zhao, Xiaohong Jia, Dong-Ming Yan
ACM Siggraph Posters, 2020
[Paper]
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
[Paper]

Awards

  • 2022 Outstanding Ph.D. Thesis Award of Chinese Academy of Sciences (中国科学院优秀博士论文)
  • 2021 President Award of Chinese Academy of Sciences (中国科学院院长奖优秀奖)
  • 2020 Grand Phd Scholarship of Saudi Arabian (阿美奖学金特等奖)

Selected Academy Service

Reviewer: TPAMI, TIP, PR, CVM, TVCJ, CVPR 2020, 2021, ECCV 2021, 2022, AAAI 2022, GDC