High-resolution image reconstruction considering inaccurate motion information

Min Kyu Park, Moon Gi Kang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

In this paper, we propose a high-resolution image reconstruction algorithm to reduce the distortion in the reconstructed high-resolution image due to the inaccuracy of motion estimation. For this purpose, we analyze the noise caused by the inaccurate motion information. Based on this analysis, we propose a new regularization functional. The proposed algorithm requires no prior information about the original image or the inaccurate motion information. Experimental results indicate that the proposed algorithm outperforms conventional approaches with respect to both objective and subjective criteria.

Original languageEnglish
Title of host publication2006 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings
PagesII605-II608
Publication statusPublished - 2006 Dec 1
Event2006 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006 - Toulouse, France
Duration: 2006 May 142006 May 19

Publication series

NameICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume2
ISSN (Print)1520-6149

Other

Other2006 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006
CountryFrance
CityToulouse
Period06/5/1406/5/19

All Science Journal Classification (ASJC) codes

  • Software
  • Signal Processing
  • Electrical and Electronic Engineering

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  • Cite this

    Park, M. K., & Kang, M. G. (2006). High-resolution image reconstruction considering inaccurate motion information. In 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings (pp. II605-II608). [1660415] (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. 2).