Digital image stabilizing algorithms based on bit-plane matching

Sung-Jea Ko, Sung Hee Lee, Kyung Hoon Lee

Research output: Contribution to journalArticle

166 Citations (Scopus)

Abstract

In this paper, we present a new digital image stabilization (DIS) scheme based on bit-plane matching (BPM). The proposed DIS system performs motion estimation using 1-bit planes which are extracted from a video sequence. This motion estimation technique can be realized using only Boolean functions which have significantly reduced computational complexity, while the accuracy of motion estimation is maintained. In the second part of this paper, a median-based motion correction scheme is proposed which is robust to various irregular conditions such as moving objects and intentional panning. Simulation results show that the proposed DIS algorithm exhibits better performance compared with existing other algorithms when applied to real video signal.

Original languageEnglish
Pages (from-to)617-622
Number of pages6
JournalIEEE Transactions on Consumer Electronics
Volume44
Issue number3
DOIs
Publication statusPublished - 1998 Dec 1

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Motion estimation
Stabilization
Boolean functions
Computational complexity

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Computer Networks and Communications

Cite this

Digital image stabilizing algorithms based on bit-plane matching. / Ko, Sung-Jea; Lee, Sung Hee; Lee, Kyung Hoon.

In: IEEE Transactions on Consumer Electronics, Vol. 44, No. 3, 01.12.1998, p. 617-622.

Research output: Contribution to journalArticle

Ko, Sung-Jea ; Lee, Sung Hee ; Lee, Kyung Hoon. / Digital image stabilizing algorithms based on bit-plane matching. In: IEEE Transactions on Consumer Electronics. 1998 ; Vol. 44, No. 3. pp. 617-622.
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