Binocular spatial activity and reverse saliency driven no-reference stereopair quality assessment

• Published in: Signal processing. Image communication Vol. 58; pp. 287 - 299
• Main Authors: Liu, Lixiong, Liu, Bao, Su, Che-Chun, Huang, Hua, Bovik, Alan Conrad
• Format: Journal Article
• Language: English
• Published: Amsterdam Elsevier B.V 01.10.2017; Elsevier BV
• Subjects: Binocular rivalry; Bivariate analysis; Experiments; Feature extraction; Fuses; Image quality; Mathematical models; No-reference; Quality assessment; Reverse saliency; Salience; Spatial activity; Stereopair quality assessment; Stereoscopy; Synthesis; Three dimensional imaging; Three dimensional models; Spatial activity; No-reference; Stereopair quality assessment; Reverse saliency; Binocular rivalry

We develop a new model for no-reference 3D stereopair quality assessment that considers the impact of binocular fusion, rivalry, suppression, and a reverse saliency effect on the perception of distortion. The resulting framework, dubbed the S3D INtegrated Quality (SINQ) Predictor, first fuses the le...