视频分辨率、观看设备和音频质量对蒸汽应用中感知多媒体质量的影响

N. Sidaty, M. Larabi, A. Saadane
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引用次数: 11

摘要

图像和视频的客观和主观质量评价是近年来一个活跃的研究课题。多媒体技术需要考虑到人类视觉感知的根本差异以及视频和音频模式的典型扭曲,需要新的质量指标和方法。由于多媒体内容平台(流媒体,IPTV, OTT等)的增加,通过开放的互联网向各种设备提供视频内容;从电视到平板电脑和智能手机,体验质量(QoE)可能会发生变化。在这项工作中,我们建议评估音频和视频之间的相互作用以及它们对流媒体视频应用中感知质量的影响。一方面,我们进行了评估纯音频、纯视频和视听质量的主观实验,以创建一个包含广泛退化的视听数据库。另一方面,对视频分辨率、观看设备和音频质量对感知视听质量的影响进行了统计分析。结果表明,音频质量对感知质量的判断起着至关重要的作用,尤其是在音频质量较差的情况下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Influence of video resolution, viewing device and audio quality on perceived multimedia quality for steaming applications
Objective and subjective quality assessment of images and videos have been an active research topic in the recent years. Multimedia technologies require new quality metrics and methodologies taking into account the fundamental differences in the human visual perception and the typical distortions of both video and audio modalities. Because of the increase of multimedia content platforms (Streaming, IPTV, OTT, etc) to delivering video content over the open Internet to a variety of devices; from TVs, to tablets, and smart phones, the Quality of Experience (QoE) may change. In this work we propose to evaluate the mutual interaction between audio and video and their influence on the perceived quality in case of streaming video applications. From one side, we carried out subjective experiments for assessing audio-only, video-only and audiovisual quality to create an audiovisual database that contains a wide range of degradations. From another side, a statistical analysis has been performed to investigate the influence of video resolution, viewing device and audio quality on perceived audiovisual quality. The Results show that audio quality plays a crucial role in the judgment of perceived quality especially when its quality is poor.
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