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Low-Complexity Hierarchical Mode Decision Algorithms Targeting VLSI Architecture Design for the H.264/AVC Video Encoder

机译:针对H.264 / AVC视频编码器的针对VLSI架构设计的低复杂度分层模式决策算法

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摘要

In H.264/AVC, the encoding process can occur according to one of the 13 intraframe coding modes or according to one of the 8 available interframes block sizes, besides the SKIP mode. In the Joint Model reference software, the choice of the best mode is performed through exhaustive executions of the entire encoding process, which significantly increases the encoder's computational complexity and sometimes even forbids its use in real-time applications. Considering this context, this work proposes a set of heuristic algorithms targeting hardware architectures that lead to earlier selection of one encoding mode. The amount of repetitions of the encoding process is reduced by 47 times, at the cost of a relatively small cost in compression performance. When compared to other works, the fast hierarchical mode decision results are expressively more satisfactory in terms of computational complexity reduction, quality, and bit rate. The low-complexity mode decision architecture proposed is thus a very good option for real-time coding of high-resolution videos. The solution is especially interesting for embedded and mobile applications with support to multimedia systems, since it yields good compression rates and image quality with a very high reduction in the encoder complexity.
机译:在H.264 / AVC中,除SKIP模式外,还可以根据13种帧内编码模式之一或根据8种可用帧间块大小之一进行编码过程。在“联合模型”参考软件中,最佳模式的选择是通过整个编码过程的详尽执行来执行的,这极大地增加了编码器的计算复杂度,有时甚至禁止在实时应用中使用。考虑到这种情况,这项工作提出了一套针对硬件体系结构的启发式算法,从而导致较早选择一种编码模式。编码处理的重复量减少了47倍,但压缩性能却相对较低。与其他作品相比,快速分层模式决策结果在计算复杂度的降低,质量和比特率方面表现得更加令人满意。因此,提出的低复杂度模式决策架构是高分辨率视频实时编码的很好选择。该解决方案对于支持多媒体系统的嵌入式和移动应用特别有趣,因为它可以产生良好的压缩率和图像质量,并且可以大大降低编码器的复杂度。

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