Objective Reduced reference Stereoscopic image quality assessment

N. Touzouti, A. Serir
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Abstract

In the last years, 3D imaging is becoming a vast area of research focused on several disciplines such as industry and scientific applications. Nevertheless, the evaluation of 3D quality does not follow the technical evolution. This paper investigates the evaluation of the quality of stereoscopic 3D images. Although several methods dedicated to 2D quality assessment have been presented in the literature, there was not as much effort for evaluating the quality of 3D images. It’s in this perspective and in the aim to introduce an objective method for evaluating the quality of 3D images, we suggest to combine the estimation of each 2D quality assessment to extend it to 3D case. Thus different metric have been tested on LIVE and IRCCyNIVC databases, the obtained results show that reduced reference methods are the most appropriate.
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目的减少参考立体图像质量评价
在过去的几年里,3D成像正在成为一个广泛的研究领域,主要集中在工业和科学应用等几个学科上。然而,三维质量的评价并没有随着技术的发展而发展。本文研究了立体三维图像的质量评价问题。虽然文献中已经提出了几种专门用于二维图像质量评估的方法,但对于三维图像的质量评估却没有那么多的努力。正是从这个角度出发,为了引入一种客观的评价三维图像质量的方法,我们建议将每一种二维质量评价的估计结合起来,将其扩展到三维情况。在LIVE和IRCCyNIVC数据库上对不同的度量进行了测试,结果表明,简化的参考方法是最合适的。
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