Pairwise comparison and rank learning for image quality assessment

• Published in: Displays Vol. 44; pp. 21 - 26
• Main Authors: Xu, Long, Li, Jia, Lin, Weisi, Zhang, Yun, Zhang, Yongbing, Yan, Yihua
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.09.2016
• Subjects: Image quality assessment; Machine learning; Pairwise comparison; Rank learning; Image quality assessment; Rank learning; Pairwise comparison; Machine learning

•Pairwise comparison (PC), rather than conventional numerical rating of image quality, is explored for IQA.•A new optimization objective for optimizing image quality ranks is established.•Image quality ratings are used as weights in rank model additionally, making it rating-sensitive. To know what k...