基于带内运动补偿时间滤波的视频编码复杂度可扩展性

T. Clerckx, A. Munteanu, J. Cornelis, P. Schelkens
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引用次数: 0

摘要

基于可扩展小波的视频编码在应用中至关重要,它可以使视频内容适应信道条件,并在质量、分辨率和帧率方面实现各种用户偏好的选择。除此之外,越来越多的移动设备需要对视频进行解码,这强调了对复杂性可扩展性的需求,以应对其有限的计算能力。在此背景下,本文重点研究了基于带内运动补偿时间滤波的基于小波的可扩展视频编码,并解决了这种架构所采用的完全到过完全离散小波变换(CODWT)模块实现复杂性可扩展性的问题。所提出的方法表明,这可以以有限和可控的整体编码性能损失为代价实现。
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Complexity scalability in video coding based on in-band motion-compensated temporal filtering
Scalable wavelet-based video coding is of paramount importance in applications in order to adapt the video content to the channel conditions and to enable the selection of a variety of user preferences in terms of quality, resolution and frame-rate. Apart of this, a growing number of mobile devices on which video has to be decoded, stresses the need for complexity scalability to cope with their limited computational capabilities. In this context, the paper focuses on wavelet-based scalable video coding based on in-band motion-compensated temporal filtering and addresses the problem of achieving complexity scalability in the complete-to-overcomplete discrete wavelet transform (CODWT) module employed by such architectures. The proposed methods demonstrate that this can be achieved at the cost of a limited and controllable penalty in the overall coding performance.
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