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Improved piecewise approximation algorithm for image compression

机译:改进的分段逼近算法进行图像压缩

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摘要

One-dimensional lossy compression schemes, such as piecewise approximation with triggers (PAT) (Walach and Karnin, IEEE Int. Conf: on Acoustics, Speech and Signal Processing, Vol. 1, pp. 529-532, Tokyo, Japan, April 1986) have the advantage of being computationally simple. Several previous papers have examined this algorithm and a variety of changes have been proposed. This paper adds new features and also incorporates some ideas from previous papers to arrive at a modified version: MPAT. The modifications vary parameters for the trigger function and the thresholds. Furthermore, they also introduce new features such as context modelling, different interpolations, and early triggers. These changes add flexibility decrease the compressed image size, and improve the reconstruction quality, while maintaining a complexity advantage over other algorithms. A complexity count is also performed to quantitatively demonstrate the benefits of this algorithm over alternatives. (C) 1998 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved. [References: 10]
机译:一维有损压缩方案,例如带触发器的分段逼近(PAT)(Walach和Karnin,IEEE国际音译:声学,语音和信号处理,第1卷,第529-532页,日本东京,1986年4月) )的优点是计算简单。先前的几篇论文都研究了该算法,并提出了各种更改。本文增加了新功能,还结合了以前的论文中的一些想法,以得出修改后的版本:MPAT。修改会更改触发功能和阈值的参数。此外,他们还引入了新功能,例如上下文建模,不同的插值和早期触发。这些更改增加了灵活性,从而减小了压缩图像的大小,并改善了重建质量,同时保持了优于其他算法的复杂性优势。还执行复杂度计数,以定量证明该算法相对于替代方案的好处。 (C)1998模式识别学会。由Elsevier Science Ltd.出版。保留所有权利。 [参考:10]

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