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Shaodan Ma

2 accepted papers

2023

Explicit Motion Disentangling for Efficient Optical Flow Estimation

ICCV 2023poster

In this paper, we propose a novel framework for optical flow estimation that achieves a good balance between performance and efficiency. Our approach involves disentangling global motion learning from local flow estimation, treating global matching and local refinement as separate stages. We offer t…

Cited by 18PDFcodeScholar
2017

Convergence analysis of the information matrix in Gaussian Belief Propagation

ICASSP 2017accepted

Gaussian belief propagation (BP) has been widely used for distributed estimation in large-scale networks such as the smart grid, communication networks, and social networks, where local meansurements/observations are scattered over a wide geographical area. However, the convergence of Gaussian BP is…

Cited by 0SourceScholar