用于识别光电图像上纹理的数字图像处理应用的变体

A. A. Makarenko
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引用次数: 1

摘要

问题陈述。在可观测图像上搜索植物是无人机机载光电系统的重要功能。可观测表面图像分析的方法之一是纹理分析,它可以在可观测图像上选择均匀的区域,并定义被各种结构覆盖且在图像上没有精确定义边界的植物的轮廓。的目的。提出了一种基于数字图像处理的场地、地面或水面纹理分析算法。本文提出了一种基于图像局部光谱和统计性能评价的图像纹理分析算法。提出了在1024个元素的正方形环境中,对分析图像的每个元素计算不同角度下的局部光谱和局部方差的算法。通过数字图像处理计算光谱的振幅和方差值表征图像中每个元素的环境中的纹理参数。局部属性的显著变化点定义了不同结构之间的边界位置。实际的重要性。作为仿真模型一部分的实验结果表明,该算法在无人机机载图像观测分析系统中具有应用的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Variant of digital image processing application for recognition of textures on the optoelectronic image
Problem statement. Search of plants on the observable image is important function of the UAV onboard optoelectronic systems. One of methods of the observable surface image analysis is the textural analysis which allows to select homogeneous areas on the observable image and to define contours of the plants which are covered with various structures and not having boundaries accurately defined on the image.The purpose. To develop algorithm of the textural analysis of a site terrestrial or a water surface, fulfilled by the digital image processing. In paper the image textural analysis algorithm fulfilled on the basis of an evaluation of local spectral and statistical performances of the image is presented.Results. The algorithm according to which for each element of the analyzed image in a square environ from 1024 elements the local spectra oriented under different angles and local variances are calculated is developed. Calculated by digital image processing amplitudes of a spectrum and variances values characterize texture parameters in a environ of each element of the image. Points of considerable modifications of local properties define position of boundaries between various structures.The practical importance. Results of the considered algorithm trials as a part of simulation model have shown a possibility of its application in the UAV onboard image observed analysis system.
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