1 code implementation • 10 Dec 2023 • Oussama Messai, Abdelouahid Bentamou, Abbass Zein-Eddine, Yann Gavet
Deep learning-based quality assessments have significantly enhanced perceptual multimedia quality assessment, however it is still in the early stages for 3D visual data such as 3D point clouds (PCs).
1 code implementation • ICIP2022 2022 • Oussama Messai, Aladine Chetouani
Unlike existing stereoscopic IQA measures which focus mainly on estimating a global human score, we suggest incorporating left, right, and stereoscopic objective scores to extract the corresponding properties of each view, and so forth estimating stereoscopic image quality without reference.
1 code implementation • journal 2022 • Oussama Messai, Aladine Chetouani, Fella Hachouf, Zianou Ahmed seghir
The use of 3D technologies is growing rapidly, and stereoscopic imaging is usually used to display the 3D contents.
1 code implementation • Electronic Imaging 2021 • Oussama Messai, Aladine Chetouani, Fella Hachouf, Zianou Ahmed seghir
Taking this into account, this paper introduces a blind stereoscopic image quality measurement using synthesized cyclopean image and deep feature extraction.
1 code implementation • Signal Processing: Image Communication 2020 • Oussama Messai, Fella Hachouf, Zianou Ahmed seghir
The benchmark LIVE 3D phase-I, phase-II, and IRCCyN/IVC 3D databases have been used to evaluate the performance of the proposed approach.