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Decoder-Complexity-Aware Encoding of Motion Compensation for Multiple Heterogeneous Receivers

机译:多个异构接收器的运动补偿解码器-感知复杂度的编码

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摘要

For mobile multimedia systems, advances in battery technology have been much slower than those in memory, graphics, and processing power, making power consumption a major concern in mobile systems. The computational complexity of video codecs, which consists of CPU operations and memory accesses, is one of the main factors affecting power consumption. In this thesis, we propose a method that achieves near-optimal video quality while respecting user-defined bounds on the complexity needed to decode a video. We start by formulating a scenario with a single receiver as a rate-distortion optimization problem and we develop an efficient decoder-complexity-aware video encoding method to solve it. Then we extend our approach to handle multiple heterogeneous receivers, each with a different complexity requirement. Our experimental results show that our method can achieve up to 97% and an average of 97% of the optimal solution value in single receiver and multiple receiver scenarios, respectively.
机译:对于移动多媒体系统,电池技术的进步要比内存,图形和处理能力方面的进步要慢得多,因此功耗是移动系统中的主要问题。视频编解码器的计算复杂度(包括CPU操作和内存访问)是影响功耗的主要因素之一。在本文中,我们提出了一种在满足用户定义的视频解码所需复杂度界限的同时实现接近最佳视频质量的方法。我们首先将单个接收器的情况表述为速率失真优化问题,然后开发一种有效的解码器复杂度感知视频编码方法来解决该问题。然后,我们将方法扩展为处理多个异构接收器,每个接收器具有不同的复杂性要求。我们的实验结果表明,在单接收机和多接收机的情况下,我们的方法分别可以达到最优解值的97%和平均97%。

著录项

  • 作者

    Jamali Langroodi Mohsen;

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  • 年度 2014
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