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Perceptually optimised sign language video coding

机译:感知优化的手语视频编码

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Mobile video telephony will enable deaf people to communicate in their own language, sign language. At low bit rates coding of sign language video is challenging due the high levels of motion and the need to maintain good image quality to aid with understanding. This paper presents perceptually optimised coding of sign language video at low bit rates. The proposed optimisations are based on an eye-tracking study that we have conducted with the aim of characterising the visual attention of sign language viewers. Analysis and results of this study and two coding methods, one using MPEG-4 video objects and the second using foveation filtering, are presented. Results with foveation filtering are promising, offering a considerable decrease in bit rate in a manner compatible with the visual attention patterns of deaf people, as these were recorded in the eye tracking study.
机译:移动视频电话将使聋哑人能够使用自己的语言,手势语进行交流。在低比特率下,手语视频的编码具有很高的运动强度,并且需要保持良好的图像质量以帮助理解,因此具有挑战性。本文提出了低比特率的手语视频的感知优化编码。提议的优化基于我们进行的眼动追踪研究,目的是表征手语观看者的视觉注意力。提出了这项研究的分析和结果,以及两种编码方法,一种使用MPEG-4视频对象,另一种使用中心滤波。偏心过滤的结果是有希望的,因为在眼动追踪研究中记录了这些结果,从而以与聋人的视觉注意模式相适应的方式显着降低了比特率。

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