Mingyang Zhao

Mingyang Zhao(赵明阳)

I am currently an assistant 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.

Email / Google Scholar / ResearchGate / Github

Highlights

One paper 'CMG-Net: Robust Normal Estimation for Point Clouds via Chamfer Normal Distance and Multi-scale Geometry'got accepted by AAAI 24.

One paper 'Accurate and Robust Registration of Low Overlapping Point Clouds'got accepted by Computers & Graphics.

One paper 'Structure-Aware Surface Reconstruction via Primitive Assembly'got accepted by ICCV 23.

One paper 'Coherent Chord Computation and Cross Ratio for Accurate Ellipse Detection'got accepted by PR.

One paper 'Accurate Registration of Cross-Modality Geometry via Consistent Clustering'got accepted by TVCG.

Research

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

	Structure–Aware Surface Reconstruction via Primitive Assembly Jingen Jiang, Mingyang Zhao, Shiqing Xin, Yanchao Yang, Hanxiao Wang, Xiaohong Jia, Dong-Ming Yan (* Equal Contribution) ICCV, 2023 [Paper] [Code]
	Coherent Chord Computation and Cross Ratio for Accurate Ellipse Detection Mingyang Zhao, Xiaohong Jia, Lei Ma, Li-Ming Hu, Dong-Ming Yan Pattern Recognition, 2023 [Paper] [Dataset]
	Accurate Registration of Cross-Modality Geometry via Consistent Clustering Mingyang Zhao, Xiaoshui Huang, Jingen Jiang, Luntian Mou, Dong-Ming Yan, Lei Ma IEEE Transactions on Visualization and Computer Graphics, 2023 [Paper] [Code]
	Mesh Generation for Self-intersecting Rational Parametric Surfaces Zheng Zeng, Xiaohong Jia, Mingyang Zhao, Shiqing Xin, Dong-Ming Yan Journal of Computer-Aided Design & Computer Graphics, 2023 [Paper]
	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 (* Equal Contribution) 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] [Code] [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]