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Image data compression-a time to take stock

机译:图像数据压缩-盘点时间

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The technique of image coding (image 'compression'), resided in the research laboratory for several decades before the massive upsurge of interest in its application over the past ten years or so which now seems destined to leave the lives of few individuals in the developed world untouched. The development of the processing algorithms is discussed, together with the international determination to produce a set of standards. On the one hand, then, there were research workers around the world coding still images and video sequences at lower and lower rates, and on the other (once the discipline had matured sufficiently) increasing pressure to use the results gained in the laboratories as a practical way of overcoming the basic problem of the huge bandwidth or capacity needed to transmit or store an image of reasonable resolution in its uncoded form. The paper examines both of these activities, and their relationship, before seeing whether, indeed, there is now a logical way forward. The basic traditional techniques-prediction, transformation, motion compensation and variable wordlength coding form the basis of all activities presently proposed with the possible exception of MPEG-IV.
机译:图像编码(图像“压缩”)技术在研究实验室中已经存在了数十年,在过去的十年左右的时间里,人们对其应用的兴趣大增,现在看来注定要使发达国家中的少数人丧命世界无动于衷。讨论了处理算法的发展,以及制定一套标准的国际决心。一方面,世界各地的研究人员以越来越低的速率编码静止图像和视频序列,另一方面(一旦学科已经足够成熟),越来越大的压力要求将实验室获得的结果用作克服基本问题的实用方法,即以未编码形式传输或存储具有合理分辨率的图像所需的巨大带宽或容量。本文先检查了这两项活动及其相互关系,然后再看是否确实存在一个合理的前进之路。基本的传统技术-预测,变换,运动补偿和可变字长编码构成了当前提出的所有活动的基础,但可能存在MPEG-IV的例外。

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