基于自适应频谱的离散余弦变换(DCT)可变位截断节能无线多媒体通信

Feng Liu, C. Tsui
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引用次数: 0

摘要

本文提出了一种新的自适应方案,以减少图像/视频编码中离散余弦变换(DCT)架构的计算能量。该方案利用了量化的噪声掩蔽效应和量化因子的谱差。采用基于频谱的可变位截断,为对低频DCT系数影响较大的计算分配更多的能量。提出了一种基于能量和失真权重的基准驱动搜索机制,用于寻找不同质量约束和量化表的最优截断集。它们存储在一个查找表(LUT)中,用于在线重新配置。仿真结果表明,该方法在质量下降很小的情况下实现了显著的节能。
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Adaptive spectrum-based variable bit truncation of discrete cosine transform (DCT) for energy-efficient wireless multimedia communication
This work presents a new adaptive scheme to reduce the computation energy of the discrete cosine transform (DCT) architecture for image/video coding. The scheme employs the noise masking effect of quantization and the spectral difference of the quantization factors. Spectrum-based variable bit truncation is used to allocate more energy for the computations that affect the low frequency DCT coefficients more. We propose a benchmark driven search mechanism based on energy and distortion weight to find the optimal truncation sets for different quality constraints and quantization tables. They are stored in a look-up table (LUT) for the on-line reconfiguration. Simulation results show that significant energy saving is achieved with negligible quality degradation.
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Fast instruction set customization Data assignment and access scheduling exploration for multi-layer memory architectures Low energy data and concurrency management of highly dynamic real-time multi-media systems Adaptive spectrum-based variable bit truncation of discrete cosine transform (DCT) for energy-efficient wireless multimedia communication Trace-based evaluation of clock synchronization algorithms for wireless loudspeakers
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