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FAST PARTIAL DISTORTION ELIMINATION BASED ON A MAXIMUM ERROR CONSTRAINT FOR MOTION ESTIMATION

Authors
Lee, SangkeunLee, Jae-YoungLee, Jin-HeePaik, Joon-KiChoi, Jong-Soo
Issue Date
Nov-2009
Publisher
IEEE
Keywords
Search range prediction; motion estimation; sub-sampling; partial distortion elimination; block matching
Citation
2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, pp 1549 - 1552
Pages
4
Journal Title
2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6
Start Page
1549
End Page
1552
URI
https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/47771
DOI
10.1109/ICIP.2009.5414543
ISSN
1522-4880
Abstract
This paper introduces a new fast motion estimation based on a maximum matching error constraint that can eliminate an impossible candidate block much earlier than a conventional partial distortion elimination (PDE) scheme. The main contributions of the proposed scheme are that 1) it can reduce the computational cost considerably for the matching error calculation; and 2) the proposed matching ideas can be applied to the conventional PDE algorithms without significant changes. In order to evaluate the proposed scheme, we compare the results of the proposed algorithm with several baseline approaches. The experimental results show that the proposed algorithm can reduce the computations more than 62% for motion estimation at the cost of 0.005 dB quality degradation versus the general PDE algorithm.
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첨단영상대학원 (영상학과)
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