Non-Reference Image Quality Assessment Based on Noise Estimation

被引：0
|
作者：
Buczkowski, Mateusz [1 ]
机构：
[1] Fac Elect & Telecommun, Chair Telecommun Syst & Optoelect, Poznan, Poland
来源：
2018 25TH INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP) | 2018年
关键词：
D O I：
10.1109/IWSSIP.2018.8439331
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 a method for estimating mean opinion score for noisy images is presented. The focus is to create a robust method, which is not suited to the single image database. Algorithm is validated using three different databases, which shows that it is more generic than other methods. Moreover, proposed solution works as non-reference image quality assessment algorithm, which means that only distorted image is used for evaluation. Results obtained with proposed method are compared with two other algorithms designed for non-reference IQA.
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页数：4
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