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A Partial Parallel Algorithm and Architecture for Arithmetic Encoder in JPEG2000

机译:JPEG2000算术编码器的部分并行算法和架构

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For JPEG2000 real-time applications, Embedded Block Coding with Optimized Truncation (EBCOT) is a time consuming part and becoming a bottleneck for the entire system throughput. Since Arithmetic Encoder (AE) is one part of EBCOT, low performance of AE can significantly degrade the performance of EBCOT. AE is inherently a serial process with high dependency and parallelization of AE is difficult. To achieve high system throughput, some pipelined AE architectures were proposed. No matter what the pipelined architectures in all the previous work are, one thing is kept the same: only one context is processed in one clock cycle and the system throughput is the same as the clock rate. In this paper, a partial parallel algorithm for AE is proposed. One distinct characteristic of the proposed algorithm is that two contexts can be processed ii one clock cycle. Based on the proposed algorithm, a pipelined architecture is implemented. Experimental results, with standard test image benchmarks, show that the proposed algorithm and architecture achieves about 24% improvement in the system throughput by comparison with the architecture based on the original AE algorithm.
机译:对于JPEG2000的实时应用,具有优化截断(EBCOT)的嵌入式块编码是一个耗时的部分,成为整个系统吞吐量的瓶颈。由于算术编码器(AE)是EBCOT的一部分,因此AE的低性能可以显着降低EBCOT的性能。 AE本质上是一种具有高依赖性的串行过程,并且难以对AE的并行化。为实现高系统吞吐量,提出了一些流水线AE架构。无论在所有以前的工作中的流水线架构是什么,有一件事都保持不变:在一个时钟周期中只处理一个上下文,系统吞吐量与时钟速率相同。在本文中,提出了一种局部并行算法。所提出的算法的一个不同特性是可以处理两个时钟周期的两个上下文。基于所提出的算法,实现了流水线架构。实验结果,具有标准测试图像基准,表明,所提出的算法和架构通过与基于原始AE算法的架构的架构相比,实现了系统吞吐量的提高约24%。

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