A Video Stabilization Method Based on Inter-frame Image Matching Scorea

Qinghe Zheng

A Video Stabilization Method Based on Inter-frame Image Matching Scorea

Qinghe Zheng * §

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1178916307

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Shandong University

A Video Stabilization Method Based on Inter-frame Image Matching Scorea

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Abstract

Video stabilization is an important video enhancement technology which aims at removing annoying shaky motion from videos. In this paper, we propose an robust and efficient video stabilization algorithm based on inter-frame image matching score. Firstly, image matching is performed by a method combining Maximally Stable Extremal Regions (MSERs) detection algorithm and Features from Accelerated Segment Test (FAST) corner detection algorithm, which can get the matching score and the motion parameters of the frame image. Then, the matching score is filtered to filter out the high frequency component and keep the low frequency component. And the motion compensation is performed on the current frame image according to the ratio of the matching score before and after the filtering to retain the global motion and remove the local jitter. Various classical corner detection operators and region matching operators are compared in experiments.

References

12 Cites in Article

Reference Format

K Ratakonda (1998). Real-time digital video stabilization for multi-media applications.
C Buehler,M Bosse,L Mcmillan (2001). Non-metric image-based rendering for video stabilization.
Feng Liu,Michael Gleicher,Hailin Jin,Aseem Agarwala (2009). Content-preserving warps for 3D video stabilization.
Y Matsushita,E Ofek,Weina Ge,Xiaoou Tang,Heung-Yeung Shum (2006). Full-frame video stabilization with motion inpainting.
Feng Liu,Michael Gleicher,Jue Wang,Hailin Jin,Aseem Agarwala (2011). Subspace video stabilization.
P Biswas (2014). Improving Video Stabilization Using Multi-Resolution MSER Features[J].
J Xu,H Chang,S Yang (2012). Fast feature-based video stabilization without accumulative global motion estimation.
Alexis Tourapis,Oscar Au,Ming Liou (2001). <title>Predictive motion vector field adaptive search technique (PMVFAST): enhancing block-based motion estimation</title>.
Donald Marquardt (2006). An Algorithm for Least-Squares Estimation of Nonlinear Parameters.
Yanhao Zhang,Hongxun Yao,Pengfei Xu,Rongrong Ji,Xiaoshuai Sun,Xianming Liu (2011). Video stabilization based on saliency driven SIFT matching and discriminative RANSAC.
Y Huang,Y Tsai,C C Tsai (2010). Video stabilization for vehicular applications using SURFlike descriptor and KD-tree[C.
Keng-Yen Huang,Yi-Min Tsai,Chih-Chung Tsai,Liang-Gee Chen (2010). Feature-based video stabilization for vehicular applications.

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Qinghe Zheng, 1178916307. 2017. "A Video Stabilization Method Based on Inter-frame Image Matching Scorea". Global Journal of Computer Science and Technology - F: Graphics & Vision GJCST-F Volume 17 (GJCST Volume 17 Issue F1).

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GJCST Volume 17 Issue F1

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Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

Keywords

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Classification

GJCST-F Classification F.2.2

I.3.3

I.4.0

Submission ReceivedDecember 9, 2016
Peer Review Double Blind
Handling Editor
Accepted January 4, 2017
Published January 15, 2017

Version of record

v1.2

Issue date

April 4, 2017

Language

English

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Article Matrices

Total Score: 172

Country: China

Subject: Global Journal of Computer Science and Technology

Authors: Qinghe Zheng, Mingqiang Yang (PhD/Dr. count: 0)

View Count (all-time): 396

Total Views (Real + Logic): 1998

Total Downloads (simulated): 156

Publish Date: 2017 01, Sun

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Total Views: 2K

Total Downloads: 156

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