Robust Global Motion Estimation for Video Stabilization Based on Improved K-Means Clustering and Superpixel

Robust Global Motion Estimation for Video Stabilization Based on Improved K-Means Clustering and Superpixel

Obtaining accurate global motion is a crucial step for video stabilization. This paper proposes a robust and simple method to implement global motion estimation. We don’t extend the framework of 2D video stabilization but add a “plug and play” module to motion estimation based on feature points. Fir...

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Bibliographic Details
Main Authors: Rouwan Wu, Zhiyong Xu, Jianlin Zhang, Lihong Zhang
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Sensors
Subjects:
video stabilization
global motion estimation
motion vectors
superpixel
simple linear iterative clustering
K-means clustering
Online Access:https://www.mdpi.com/1424-8220/21/7/2505

Internet

https://www.mdpi.com/1424-8220/21/7/2505

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