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Digital image processing-an object-oriented approach

机译:数字图像处理-一种面向对象的方法

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摘要

This paper presents a class library dedicated to digital image processing which provides resources for essential digital image processing operations. Besides its practical value, the class library is used to teach both object-oriented software engineering methodology and digital image processing. The resulting module can be accessed from independent specialized applications through its public interface while its implementation details are perfectly encapsulated. First of all it is used as the inner part of an integrated environment designed for students and researchers in the field of digital image processing. This software component was built aiming for both portability and extendibility. It contains attributes and methods that allow for a wide range of digital image processing algorithms: point and geometric operations; filter, edge detection, segmentation and texture operations; and fast Fourier transforms, discrete cosine transforms, and wavelet and Gabor transformations. All these can be used for image enhancement, restoration, compression, analysis, and synthesis.
机译:本文介绍了一个专门用于数字图像处理的类库,它为基本的数字图像处理操作提供了资源。除了其实用价值之外,该类库还用于教授面向对象的软件工程方法论和数字图像处理。可以通过其公共接口从独立的专用应用程序访问生成的模块,同时完美封装其实现细节。首先,它被用作为数字图像处理领域的学生和研究人员设计的集成环境的内部。构建此软件组件的目的是兼具可移植性和可扩展性。它包含允许广泛数字图像处理算法使用的属性和方法:点和几何运算;过滤,边缘检测,分割和纹理操作;快速傅里叶变换,离散余弦变换以及小波和Gabor变换。所有这些都可以用于图像增强,还原,压缩,分析和合成。

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