Evaluation of objective quality measures for noise reduction in TV-systems

被引：2
|
作者：
Puttenstein, JG [1 ]
Heynderickx, I [1 ]
de Haan, G [1 ]
机构：
[1] Philips Res Labs, NL-5656 AA Eindhoven, Netherlands
来源：
SIGNAL PROCESSING-IMAGE COMMUNICATION | 2004年 / 19卷 / 02期
关键词：
image quality metrics; noise reduction evaluation; subjective evaluation;
D O I：
10.1016/S0923-5965(03)00074-2
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this paper, several state-of-the-art noise reduction algorithms are ranked using both subjective evaluation and 20 objective measures proposed in the literature. The goal of the study was to find the objective quality measure that best relates to the subjective assessment for noise reduction. A measurement set-up comprising a simulation of a TV-transmission channel has been used to provide a realistic assessment of the performance in TV-applications of algorithms reducing Gaussian white noise. Ranking results are given for the subjective evaluation and all objective measures. The correlation between the subjective evaluation results and the objective measures is found to be very low. Results show that even a combination of objective measures only approximates the subjective assessment of the quality of noise reduction algorithms to a limited extent. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码：109 / 119
页数：11
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