Planning for a Real-Time JPEG2000 Compression System

D. Walker, L. Hogrebe, B. Fortener, D. Lucking
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引用次数: 1

Abstract

Since the initiation of JPEG in the mid-to-late 1980's, the JPEG standard has remained a viable solution for image compression in many applications. However, many modern applications seek significant improvements in image compression, particularly for compressed image representations at higher compression gains. Coupled with the growing interest in improving compression technology is the fact that bigger image sizes have become increasingly popular. In addition to the combined challenges of higher compression gains, large image sizes, and extremely long image sequences (e.g. in persistent surveillance durations consisting of hours, days, or months), many applications desire real-time or near real-time availability of compressed images for viewing and distribution. JPEG2000 is an often sought compression solution and is being increasingly adopted for future compression systems. However, for real-time compression systems one of the major challenges JPEG2000 presents is its very demanding computational intensity. It is this high computational intensity that mitigates much of the current interest in expanding JPEG2000's use in embedded and real-time applications. Planning for the implementation of a JPEG2000 system requires addressing all of the challenges listed above, particularly the computational needs. Fortunately, this intensive processing can be partitioned into concurrent processing modules that are suitable for FPGA implementation. This paper focuses on providing an outline of the major components of a JPEG2000 encoder and the requirements they impose for an example embedded application.
实时JPEG2000压缩系统的规划
自从JPEG在20世纪80年代中后期出现以来,JPEG标准一直是许多应用程序中图像压缩的可行解决方案。然而,许多现代应用程序在图像压缩方面寻求重大改进,特别是在压缩增益较高的压缩图像表示方面。随着人们对改进压缩技术越来越感兴趣,更大的图像尺寸已经变得越来越流行。除了更高的压缩增益、大图像尺寸和极长的图像序列(例如,在持续监视持续时间由几个小时、几天或几个月组成)的综合挑战之外,许多应用程序都需要实时或接近实时的压缩图像可用性,以便查看和分发。JPEG2000是一种常用的压缩解决方案,并且越来越多地用于未来的压缩系统。然而,对于实时压缩系统,JPEG2000提出的主要挑战之一是其非常苛刻的计算强度。正是这种高计算强度降低了当前对扩展JPEG2000在嵌入式和实时应用程序中的使用的兴趣。规划JPEG2000系统的实现需要解决上面列出的所有挑战,特别是计算需求。幸运的是,这种密集的处理可以划分为适合FPGA实现的并发处理模块。本文重点介绍了JPEG2000编码器的主要组件及其对嵌入式应用程序的要求。
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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