Search Results for author: Shuyuan Lin

Found 3 papers, 0 papers with code

Hierarchical Representation via Message Propagation for Robust Model Fitting

no code implementations29 Dec 2020 Shuyuan Lin, Xing Wang, Guobao Xiao, Yan Yan, Hanzi Wang

In this paper, we propose a novel hierarchical representation via message propagation (HRMP) method for robust model fitting, which simultaneously takes advantages of both the consensus analysis and the preference analysis to estimate the parameters of multiple model instances from data corrupted by outliers, for robust model fitting.

Hypergraph Optimization for Multi-structural Geometric Model Fitting

no code implementations13 Feb 2020 Shuyuan Lin, Guobao Xiao, Yan Yan, David Suter, Hanzi Wang

Recently, some hypergraph-based methods have been proposed to deal with the problem of model fitting in computer vision, mainly due to the superior capability of hypergraph to represent the complex relationship between data points.

Clustering

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