An Optimized Hardware Design for high speed 2D-DCT processor based on modified Loeffler architecture

Abdolvahab Khalili Sadaghiani, M. Ghanbari
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引用次数: 3

Abstract

Discrete Cosine Transform (DCT) has an important role in image compression. This paper presents a fast 2D-DCT architecture for hardware efficient embedded systems and power limited applications such as Internet of Things (IoT). The proposed design both from a structure point of view and operation reduction point of view has two headed approaches toward the problem of image and video compression. It includes a modified high speed architecture using an extra operational reducing technique. Reduction of operations occurs in two stages while computing 8-point DCT transform of the blocks. Defining the appropriate threshold for comparing DCT domain of two rows of an 8*8 block. Approximating DCT operations column-wise is the additional approach of the paper. The architecture is implemented on Xilinx Vivado 2018.2 with VHDL language on Artix-7 FPGA. 207 MHz clock frequency has achieved.
基于改进Loeffler架构的高速2D-DCT处理器硬件优化设计
离散余弦变换(DCT)在图像压缩中有着重要的作用。本文提出了一种快速2D-DCT架构,用于硬件高效的嵌入式系统和功耗有限的应用,如物联网(IoT)。本文提出的设计从结构的角度和操作简化的角度对图像和视频压缩问题有两个主要的解决方法。它包括一个改进的高速架构,使用额外的操作减少技术。在计算块的8点DCT变换时,运算缩减分两个阶段进行。定义用于比较8*8块的两行DCT域的适当阈值。按列逼近DCT操作是本文的另一种方法。该架构在Xilinx Vivado 2018.2平台上使用VHDL语言在Artix-7 FPGA上实现。时钟频率已达到207mhz。
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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