Perceptually optimised sign language video coding

Q4 Arts and Humanities Czas Kultury Pub Date : 2003-12-14 DOI:10.1109/ICECS.2003.1301862
D. Agrafiotis, C. N. Canagarajah, D. Bull
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引用次数: 35

Abstract

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.
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感知优化的手语视频编码
移动视频电话将使聋哑人能够用他们自己的语言——手语进行交流。在低比特率下,手语视频的编码是具有挑战性的,因为高水平的运动和需要保持良好的图像质量,以帮助理解。本文提出了感知优化编码的手语视频在低比特率。提出的优化是基于我们进行的一项眼球追踪研究,目的是描述手语观众的视觉注意力。给出了本研究的分析和结果,并给出了使用MPEG-4视频对象和使用注视点滤波的两种编码方法。注视点过滤的结果是有希望的,提供了相当大的比特率降低,以一种与聋人的视觉注意模式兼容的方式,因为这些记录在眼动追踪研究中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Czas Kultury
Czas Kultury Social Sciences-Social Sciences (miscellaneous)
CiteScore
0.10
自引率
0.00%
发文量
10
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