objective quality assessment
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2022 ◽  
Vol 15 ◽  
Author(s):  
Fei Lei ◽  
Shuhan Li ◽  
Shuangyi Xie ◽  
Jing Liu

As the research basis of image processing and computer vision research, image quality evaluation (IQA) has been widely used in different visual task fields. As far as we know, limited efforts have been made to date to gather swimming pool image databases and benchmark reliable objective quality models, so far. To filled this gap, in this paper we reported a new database of underwater swimming pool images for the first time, which is composed of 1500 images and associated subjective ratings recorded by 16 inexperienced observers. In addition, we proposed a main target area extraction and multi-feature fusion image quality assessment (MM-IQA) for a swimming pool environment, which performs pixel-level fusion for multiple features of the image on the premise of highlighting important detection objects. Meanwhile, a variety of well-established full-reference (FR) quality evaluation methods and partial no-reference (NR) quality evaluation algorithms are selected to verify the database we created. Extensive experimental results show that the proposed algorithm is superior to the most advanced image quality models in performance evaluation and the outcomes of subjective and objective quality assessment of most methods involved in the comparison have good correlation and consistency, which further indicating indicates that the establishment of a large-scale pool image quality assessment database is of wide applicability and importance.


2021 ◽  
Vol 92 ◽  
pp. 116096
Author(s):  
Xiangjie Sui ◽  
Mengna Ding ◽  
Jiebin Yan ◽  
Yuming Fang ◽  
Yifan Zuo ◽  
...  

2021 ◽  
Vol 58 (2) ◽  
pp. 0200003
Author(s):  
林瑶瑶 Lin Yaoyao ◽  
郁梅 Yu Mei ◽  
何周燕 He Zhouyan ◽  
蒋刚毅 Jiang Gangyi

2021 ◽  
pp. 1-1
Author(s):  
Chunli Meng ◽  
Ping An ◽  
Xinpeng Huang ◽  
Chao Yang ◽  
Liquan Shen ◽  
...  

IEEE Access ◽  
2021 ◽  
pp. 1-1
Author(s):  
Pavan C Madhusudana ◽  
Xiangxu Yu ◽  
Neil Birkbeck ◽  
Yilin Wang ◽  
Balu Adsumilli ◽  
...  

2020 ◽  
Vol 88 ◽  
pp. 115954 ◽  
Author(s):  
Sam Van Damme ◽  
Maria Torres Vega ◽  
Joris Heyse ◽  
Femke De Backere ◽  
Filip De Turck

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