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Survey on Algorithm and VLSI Architecture for MPEG-Like Video Coder

机译:MPEG类视频编码器的算法和VLSI架构概述

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Efficient and dedicated hardware architecture and accelerator micro-engines are crucial implementation forms of MPEG-like video coder. It is significant to excavate and generalize the common technologies and design philosophy of hardwired MPEG-like coders behind number of architectures from academic and industrial communities. This paper makes systematic survey on algorithm and architecture of hardwired MPEG-like coders, from microscopic and macroscopic perspectives, taking H.264/AVC as the analysis target. Recent advances in hardware architectures of prevailing H.264/AVC coders are reviewed and summarized. Furthermore, important algorithm modules, such as integer and fractional pixel motion estimation, mode decision, motion vector prediction, intra prediction, rate control, CABAC coder and deblocking filter are reviewed with detailed analysis on algorithm and hardware architecture. In accordance with the intrinsic characteristics of the algorithm flows, the major design constraints and consideration factors of algorithm and architecture are analyzed respectively. The common technologies of the prevailing architectures are summarized from a systematic perspective, coving different levels ranging from algorithm, architecture, to control and data flows, etc. Based on these analysis, this survey further highlights in-depth summarization and perspectives on MPEG-like coder architecture design. First, the design challenges with multiple target performance optimization are analyzed, and the possible solutions for design challenges are systematically summarized. Second, the rate-distortion-complexity constrained algorithm optimization for MPEG-like video encoder is discussed. Third, typical four-level hierarchical architecture model (SoC system, module, inter-connection, memory) is analyzed, and the pivotal memory architecture and inter-connection architecture are emphasized for analysis. Moreover, the algorithm and architecture design suggestions and preferences for the vital modules are discussed. Fourth, the composite performances of prevailing architectures are evaluated. The concerned target parameters including hardware logic cost, SRAM size, external memory bandwidth, throughput efficiency, power dissipation, and rate-distortion performance are taken as comparison factors. Finally, this paper provides explicit perspectives on future trends of video coder architecture design. The proposed paper can be taken as design reference for H.264/AVC coder hardware architecture, and offer further insight into algorithm and architecture optimization for the new emerging HEVC standard.
机译:高效专用的硬件架构和加速器微引擎是类MPEG视频编码器的关键实现形式。在学术界和工业界的众多架构背后,挖掘和归纳类似于MPEG的硬编码编码器的通用技术和设计理念,具有重要意义。本文以H.264 / AVC为分析对象,从微观和宏观的角度对MPEG类硬编码编码器的算法和体系结构进行了系统的综述。回顾和总结了H.264 / AVC主流编码器的硬件体系结构的最新进展。此外,还对算法和硬件架构进行了详细分析,回顾了重要的算法模块,例如整数和小数像素运动估计,模式决策,运动矢量预测,帧内预测,​​速率控制,CABAC编码器和去块滤波器。根据算法流程的内在特征,分别分析了算法和体系结构的主要设计约束和考虑因素。从系统的角度总结了主流体系结构的通用技术,涵盖了算法,体系结构,控制和数据流等不同层次。基于这些分析,本调查进一步强调了深入的总结和对类似于MPEG的观点。编码器架构设计。首先,分析了具有多个目标性能优化的设计挑战,并系统总结了针对设计挑战的可能解决方案。其次,讨论了针对类MPEG视频编码器的速率失真复杂度约束算法的优化。第三,分析了典型的四级分层体系结构模型(SoC系统,模块,互连,存储器),并重点分析了关键存储体系结构和互连体系结构。此外,还讨论了重要模块的算法和体系结构设计建议以及偏好。第四,评估了主流架构的综合性能。包括硬件逻辑成本,SRAM大小,外部存储器带宽,吞吐量效率,功耗和速率失真性能在内的相关目标参数被用作比较因素。最后,本文对视频编码器体系结构设计的未来趋势提供了明确的见解。提出的论文可以作为H.264 / AVC编码器硬件体系结构的设计参考,并为新兴的HEVC标准的算法和体系结构优化提供进一步的见解。

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