Pairwise Learning to Rank for Image Quality Assessment

Because the pairwise comparison is a natural and effective way to obtain subjective image quality scores, we propose an objective full-reference image quality assessment (FR-IQA) index based on pairwise learning to rank (PLR). We first compose a large number of pairs of images, extract their feature...

Full description

Bibliographic Details
Main Authors: Yiqing Shi, Yuzhen Niu, Wenzhong Guo, Yize Huang, Jiamei Zhan
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9235588/