An area-efficient FPGA realisation of a codebook-based image compression method

P. Zipf, H. Hinkelmann, Hui Shao, R. Dogaru, M. Glesner
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引用次数: 3

Abstract

We present a hardware implementation of an efficient image compression method optimised for small FPGAs. The compression method is based on a codebook of reference patterns to support multiplication-free quantisation of the image data. Based on specific features of a low-cost FPGA architecture, a pipelined implementation is developed and evaluated. The implemented hardware benefits from the simple structure of the compression method and is optimised for area and performance. The realised hardware as well as the underlying compression mechanism are described and the synthesis results for different model variants are compared. The results show that a high compression rate is possible at extremely low hardware costs. Also, a high frame rate can be obtained even on a low-cost FPGA.
基于码本的图像压缩方法的面积高效FPGA实现
我们提出了一种针对小型fpga优化的高效图像压缩方法的硬件实现。该压缩方法基于参考模式的码本,以支持图像数据的无乘法量化。基于低成本FPGA架构的具体特点,开发并评估了流水线实现。所实现的硬件得益于压缩方法的简单结构,并对面积和性能进行了优化。描述了实现的硬件和底层压缩机制,并比较了不同模型变体的综合结果。结果表明,在极低的硬件成本下实现高压缩率是可能的。此外,即使在低成本的FPGA上也可以获得高帧率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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