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Rate-Distortion-Complexity Analysis on AVS Encoder

机译:AVS编码器的速率失真复杂度分析

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The complexity analysis on video encoder plays an important role in low power video encoding design. This paper estimates the codec computational complexity which is greatly related with the encoding power consumption. In order to control the complexity and power consumption, and at the same time guarantee the bit rate and video quality, we extend from the complexity analysis to the Rate-Distortion-Complexity (RDC) analysis on the basis of experimental results which include several modules or parameters in software-based AVS encoder. By adjusting the modules and parameters according to the analysis, the power or complexity of the encoding device can be efficiently reduced to nearly 10% with only small changes of RD cost, and power-scalable or complexity-configurable encoder can be further designed.
机译:视频编码器的复杂度分析在低功耗视频编码设计中起着重要作用。本文估计编解码器的计算复杂度与编码功耗有很大关系。为了控制复杂度和功耗,同时保证比特率和视频质量,我们在实验结果的基础上从复杂度分析扩展到速率失真复杂度(RDC)分析,其中包括几个模块或基于软件的AVS编码器中的参数。通过根据分析调整模块和参数,只需很小的RD成本变化,就可以将编码设备的功率或复杂度有效地降低到近10%,并且可以进一步设计功率可缩放或复杂度可配置的编码器。

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