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Application of Fractal Encoding Techniques for Image Segmentation

机译:分形编码技术在图像分割中的应用

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摘要

Fractal encoding is the first step in fractal based image compression techniques, but this technique can also be useful outside the image compression field. This paper discusses a fractal encoding technique and some of its variations adapted to the concept of segmenting anomalous regions within an image. The primary goal of this paper is to provide background information on fractal encoding and show application examples to equip the researcher with enough knowledge to apply this technique to other image segmentation applications. After a brief overview of the algorithm, important parameters for successful implementation of fractal encoding are discussed. Included in the discussion is the impact of image characteristics on various parameters or algorithm implementation choices in the context of two applications that have been successfully implemented.
机译:分形编码是基于分形的图像压缩技术的第一步,但该技术在图像压缩领域之外也很有用。本文讨论了一种分形编码技术及其一些变体,该技术适用于分割图像中异常区域的概念。本文的主要目的是提供有关分形编码的背景信息,并显示应用示例,以使研究人员具备足够的知识来将该技术应用于其他图像分割应用。在简要概述算法之后,讨论了成功实现分形编码的重要参数。讨论中包括在已经成功实现的两个应用程序中,图像特性对各种参数或算法实现选择的影响。

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