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引用次数: 0

摘要

本文研究了用于评估图像处理系统有效性的标准。分析了性能标准的要求。选择并证明了用于图像处理系统的私有标准。性能、系统成本、硬件成本等参数表征了系统本身,并取决于其特定类型。结果表明,信息容量、完成任务的概率和图像处理算法的准确性是表征处理方法质量的主要标准。结果表明,归一化均方根误差这样的可靠性准则最符合效率准则的要求。已经研究了基于与离散图像相关的归一化均方根误差的标准模型。给出了仿真结果以及代价函数对系统信息处理速度的依赖关系。找到了选择一个广义标准的方法,该标准不仅表征了信息处理系统,而且表征了用于实现该系统的方法。我们得到了一个广义的成本准则,其论点是系统操作的准确性、操作的速度和成本优势。
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Models of criterion evaluation of the image processing systems effectiveness
The criteria used to evaluate the effectiveness of image processing systems are investigated in the article. The requirements for performance criteria are analyzed. Private criteria which are used for image processing systems are selected and justified. Such parameters as performance, system cost, hardware costs characterize the system itself and depend on its specific type. It was shown that the information capacity, the probability of completing the task, and the accuracy of the image processing algorithm are the main criteria that characterize the quality of the processing method. It is shown that such a reliability criterion as normalized root mean square error best meets the requirements of efficiency criteria. Criteria models that are based on the normalized root mean square error in relation to discrete images have been studied. The simulation results and obtained dependences of cost functions on the speed of system information processing are given. The methodology for choosing a generalized criterion, which characterizes not only the information processing system, but also the methods used to implement this system was found. We obtained a generalized cost criterion, which arguments are the accuracy of system operation, speed of operation, and cost advantages.
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来源期刊
自引率
0.00%
发文量
28
审稿时长
27 weeks
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