no code implementations • 25 Oct 2021 • Haosheng Chen, Shuyuan Lin, Yan Yan, Hanzi Wang, Xinbo Gao
In EDA, we first asynchronously fuse the event data based on its information entropy.
no code implementations • 29 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.
no code implementations • 13 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.