A survey of image quality measures

Kim Han Thung; Paramesran Raveendran

doi:10.1109/TECHPOS.2009.5412098

A survey of image quality measures

Kim Han Thung, Paramesran Raveendran

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

168 Citations (Scopus)

Abstract

Image quality assessment is one of the challenging field of digital image processing system. It can be done subjectively or objectively. PSNR is the most popular and widely used objective image quality metric but it is not correlate well with the subjective assessment. Thus, there are a lot of objective image quality metrics (IQM) developed in the past few decades to replace PSNR. This paper provides a literature review of the current subjective and objective image quality measures. The purpose of this paper is to collect reported quality metrics and group them according to their strategies and techniques.

Original language	English
Title of host publication	International Conference for Technical Postgraduates 2009, TECHPOS 2009
Publisher	IEEE, Institute of Electrical and Electronics Engineers
ISBN (Print)	9781424452231
DOIs	https://doi.org/10.1109/TECHPOS.2009.5412098
Publication status	Published - 2009
Externally published	Yes
Event	International Conference for Technical Postgraduates 2009 - Kuala Lumpur, Malaysia Duration: 14 Dec 2009 → 15 Dec 2009 https://ieeexplore.ieee.org/xpl/conhome/5403229/proceeding (Proceedings)

Conference

Conference	International Conference for Technical Postgraduates 2009
Abbreviated title	TECHPOS 2009
Country/Territory	Malaysia
City	Kuala Lumpur
Period	14/12/09 → 15/12/09
Internet address	https://ieeexplore.ieee.org/xpl/conhome/5403229/proceeding (Proceedings)

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10.1109/TECHPOS.2009.5412098

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AB - Image quality assessment is one of the challenging field of digital image processing system. It can be done subjectively or objectively. PSNR is the most popular and widely used objective image quality metric but it is not correlate well with the subjective assessment. Thus, there are a lot of objective image quality metrics (IQM) developed in the past few decades to replace PSNR. This paper provides a literature review of the current subjective and objective image quality measures. The purpose of this paper is to collect reported quality metrics and group them according to their strategies and techniques.

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DO - 10.1109/TECHPOS.2009.5412098

M3 - Conference Paper

AN - SCOPUS:77950979878

SN - 9781424452231

BT - International Conference for Technical Postgraduates 2009, TECHPOS 2009

PB - IEEE, Institute of Electrical and Electronics Engineers

T2 - International Conference for Technical Postgraduates 2009

Y2 - 14 December 2009 through 15 December 2009

ER -

A survey of image quality measures

Abstract

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