Quality assessment of multiply and singly distorted stereoscopic images via adaptive construction of cyclopean views

作者：

Highlights：

• Models are built for blind 3D IQA without requiring training on MOS/DMOS values.

• Quality-compensated MCM is proposed for adaptive construction of cyclopean views.

• Quality of two monocular views are adaptively combined by a new weighting strategy.

• MUSIQUE-3D achieves competitive performance as compared with other 3D IQA methods.

摘要

•Models are built for blind 3D IQA without requiring training on MOS/DMOS values.•Quality-compensated MCM is proposed for adaptive construction of cyclopean views.•Quality of two monocular views are adaptively combined by a new weighting strategy.•MUSIQUE-3D achieves competitive performance as compared with other 3D IQA methods.

论文关键词：No reference quality assessment,Stereoscopic image,Multiple distortions,Distortion parameter estimation

论文评审过程：Received 22 April 2020, Revised 12 January 2021, Accepted 19 January 2021, Available online 13 February 2021, Version of Record 24 February 2021.

论文官网地址：https://doi.org/10.1016/j.image.2021.116175