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Rate and distortion modeling for real-time MGS coding and adaptation

机译:用于实时MGS编码和自适应的速率和失真建模

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摘要

Scalable Video Coding (SVC) is the extension of the Advanced Video Coding standard (H.264/AVC) providing video compression with spatial, temporal and quality scalability. Scalability can be exploited in order to provide a better video quality for the end user in video transmission over wireless networks. In this paper we develop a parametric Rate Distortion (R-D) model for Medium Grain Scalability (MGS) SVC depending only on two indexes describing the spatial and temporal complexity of video sequences. The two indexes can be easily obtained from the original raw video, thus enabling real time video adaptation for transmission over channels with variable bandwidth such as wireless channels. The results from simulations show that the use of the proposed model for rate adaptation of multiple-videos sharing a common channel results in an end user video quality comparable to that obtained by using a more accurate non-real time rate distortion model.
机译:可伸缩视频编码(SVC)是高级视频编码标准(H.264 / AVC)的扩展,可提供具有空间,时间和质量可伸缩性的视频压缩。可以利用可伸缩性,以便在通过无线网络进行视频传输时为最终用户提供更好的视频质量。在本文中,我们仅根据描述视频序列的时空复杂度的两个指标,为中等粒度可伸缩性(MGS)SVC开发了参数速率失真(R-D)模型。这两个索引可以很容易地从原始的原始视频中获得,从而实现了实时视频自适应,可以在带宽可变的信道(例如无线信道)上进行传输。仿真结果表明,将所提出的模型用于共享公共频道的多个视频的速率适配,可以使最终用户的视频质量与使用更准确的非实时速率失真模型获得的质量相当。

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