No-Reference Retargeted Image Quality Assessment Based on Pairwise Rank Learning

	No-Reference Retargeted Image Quality Assessment Based on Pairwise Rank Learning
	Ma, Lin 1; Xu, Long2 ; Zhang, Yichi 3; Yan, Yihua2 ; Ngan, King Ngi 3
刊名	IEEE TRANSACTIONS ON MULTIMEDIA
	2016-11-01
卷号	18 期号:11 页码:2228-2237
关键词	Image quality assessment no-reference rank learning retargeted image
英文摘要	In this paper, we propose a novel no-reference image quality assessment method for the retargeted image based on the pairwise rank learning approach. Each retargeted image needs to be first represented as a feature vector, which not only captures the image characteristics but also is sensitive to distortions during the retargeting process. As such, we investigate and examine different image representations for their abilities depicting the perceptual quality of retargeted image. Based on the image representations, we resort to the pairwise rank learning approach to discriminate the perceptual quality between the retargeted image pairs. Experimental results demonstrate that the proposed method can effectively depict the perceptual quality of the retargeted image, which can even perform comparably with the full-reference quality assessment methods.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Computer Science, Information Systems ; Computer Science, Software Engineering ; Telecommunications
研究领域[WOS]	Computer Science ; Telecommunications
关键词[WOS]	STRUCTURAL SIMILARITY ; STATISTICS ; REGRESSION ; DOMAIN ; SCENE
收录类别	SCI
语种	英语
WOS记录号	WOS:000386936900010
内容类型	期刊论文
源URL	[http://ir.bao.ac.cn/handle/114a11/6855]
专题	国家天文台_太阳物理研究部
作者单位	1.Tencent AI Lab, Shenzhen 518057, Peoples R China 2.Chinese Acad Sci, Natl Astron Observ, Key Lab Solar Act, Beijing 100049, Peoples R China 3.Chinese Univ Hong Kong, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R China
推荐引用方式 GB/T 7714	Ma, Lin,Xu, Long,Zhang, Yichi,et al. No-Reference Retargeted Image Quality Assessment Based on Pairwise Rank Learning[J]. IEEE TRANSACTIONS ON MULTIMEDIA,2016,18(11):2228-2237.
APA	Ma, Lin,Xu, Long,Zhang, Yichi,Yan, Yihua,&Ngan, King Ngi.(2016).No-Reference Retargeted Image Quality Assessment Based on Pairwise Rank Learning.IEEE TRANSACTIONS ON MULTIMEDIA,18(11),2228-2237.
MLA	Ma, Lin,et al."No-Reference Retargeted Image Quality Assessment Based on Pairwise Rank Learning".IEEE TRANSACTIONS ON MULTIMEDIA 18.11(2016):2228-2237.