Fast digital image stabilization algorithm based on polar transform and circular block matching

Hong Zhang; Changsong Deng; Junwei Li; Fei Yuan; Ruiming Jia

doi:10.1109/ICOSP.2008.4697327

Fast digital image stabilization algorithm based on polar transform and circular block matching

Hong Zhang^*
, Changsong Deng
, Junwei Li
, Fei Yuan
, Ruiming Jia

^*Corresponding author for this work

School of Astronautics

Beihang University
CASIC
National Key Laboratory on Optical Features of Environment and Target

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

Abstract

A digital image stabilization algorithm based on polar transform and circular block matching is utilized in this paper to stabilize the videos, taken from rolling airborne platform, which have rapid rotation and arbitrary translation changes between adjacent frames. And circular block matching is used to estimate the global motion parameters, the hierarchical search strategy to reduce the amount of computation. The experimental results show that the proposed algorithm can achieve sub-pixel accuracy and the processing speed of 20 frames per second for 360 × 264 video sequences on a PIV-3.0GHz CPU.

Original language	English
Title of host publication	2008 9th International Conference on Signal Processing, ICSP 2008
Pages	1124-1127
Number of pages	4
DOIs	https://doi.org/10.1109/ICOSP.2008.4697327
State	Published - 2008
Event	2008 9th International Conference on Signal Processing, ICSP 2008 - Beijing, China Duration: 26 Oct 2008 → 29 Oct 2008

Publication series

Name	International Conference on Signal Processing Proceedings, ICSP

Conference

Conference	2008 9th International Conference on Signal Processing, ICSP 2008
Country/Territory	China
City	Beijing
Period	26/10/08 → 29/10/08

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10.1109/ICOSP.2008.4697327

Cite this

@inproceedings{3bcb29f9530642e3b0484ddd1820cdba,

title = "Fast digital image stabilization algorithm based on polar transform and circular block matching",

abstract = "A digital image stabilization algorithm based on polar transform and circular block matching is utilized in this paper to stabilize the videos, taken from rolling airborne platform, which have rapid rotation and arbitrary translation changes between adjacent frames. And circular block matching is used to estimate the global motion parameters, the hierarchical search strategy to reduce the amount of computation. The experimental results show that the proposed algorithm can achieve sub-pixel accuracy and the processing speed of 20 frames per second for 360 × 264 video sequences on a PIV-3.0GHz CPU.",

author = "Hong Zhang and Changsong Deng and Junwei Li and Fei Yuan and Ruiming Jia",

year = "2008",

doi = "10.1109/ICOSP.2008.4697327",

language = "英语",

isbn = "9781424421794",

series = "International Conference on Signal Processing Proceedings, ICSP",

pages = "1124--1127",

booktitle = "2008 9th International Conference on Signal Processing, ICSP 2008",

note = "2008 9th International Conference on Signal Processing, ICSP 2008 ; Conference date: 26-10-2008 Through 29-10-2008",

}

Zhang, H, Deng, C, Li, J, Yuan, F & Jia, R 2008, Fast digital image stabilization algorithm based on polar transform and circular block matching. in 2008 9th International Conference on Signal Processing, ICSP 2008., 4697327, International Conference on Signal Processing Proceedings, ICSP, pp. 1124-1127, 2008 9th International Conference on Signal Processing, ICSP 2008, Beijing, China, 26/10/08. https://doi.org/10.1109/ICOSP.2008.4697327

Fast digital image stabilization algorithm based on polar transform and circular block matching. / Zhang, Hong; Deng, Changsong; Li, Junwei et al.
2008 9th International Conference on Signal Processing, ICSP 2008. 2008. p. 1124-1127 4697327 (International Conference on Signal Processing Proceedings, ICSP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Fast digital image stabilization algorithm based on polar transform and circular block matching

AU - Zhang, Hong

AU - Deng, Changsong

AU - Li, Junwei

AU - Yuan, Fei

AU - Jia, Ruiming

PY - 2008

Y1 - 2008

N2 - A digital image stabilization algorithm based on polar transform and circular block matching is utilized in this paper to stabilize the videos, taken from rolling airborne platform, which have rapid rotation and arbitrary translation changes between adjacent frames. And circular block matching is used to estimate the global motion parameters, the hierarchical search strategy to reduce the amount of computation. The experimental results show that the proposed algorithm can achieve sub-pixel accuracy and the processing speed of 20 frames per second for 360 × 264 video sequences on a PIV-3.0GHz CPU.

AB - A digital image stabilization algorithm based on polar transform and circular block matching is utilized in this paper to stabilize the videos, taken from rolling airborne platform, which have rapid rotation and arbitrary translation changes between adjacent frames. And circular block matching is used to estimate the global motion parameters, the hierarchical search strategy to reduce the amount of computation. The experimental results show that the proposed algorithm can achieve sub-pixel accuracy and the processing speed of 20 frames per second for 360 × 264 video sequences on a PIV-3.0GHz CPU.

UR - https://www.scopus.com/pages/publications/67249096209

U2 - 10.1109/ICOSP.2008.4697327

DO - 10.1109/ICOSP.2008.4697327

M3 - 会议稿件

AN - SCOPUS:67249096209

SN - 9781424421794

T3 - International Conference on Signal Processing Proceedings, ICSP

SP - 1124

EP - 1127

BT - 2008 9th International Conference on Signal Processing, ICSP 2008

T2 - 2008 9th International Conference on Signal Processing, ICSP 2008

Y2 - 26 October 2008 through 29 October 2008

ER -

Fast digital image stabilization algorithm based on polar transform and circular block matching

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