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METHOD FOR THE MODEL-BASED COMPILATION OF TEST DATA SETS FOR EXAMINING IMAGE PROCESSING ALGORITHMS

机译:用于检验图像处理算法的测试数据集基于模型的编译方法

摘要

The invention relates to a method for compiling test data sets (50) for examining an image processing method (80) or a sensor (91), wherein the image processing method (80) and/or the image processing algorithm (80) is a part of said sensor, wherein the image-processing method (80) to be examined and/or the image-processing algorithm (80) to be examined is designed to determine result values (7) from digital images, wherein a domain model (1) is determined by means of which, using a number of pre-settable parameters (6), typically three-dimensional scenes (2) can be defined, three-dimensional scenes (2) are compiled by establishing parameters (6) of the domain model (1), wherein for each of the scenes (2) the position and viewing direction of an observer (120) in relation to the particular three-dimensional scene (2) represents a further parameter (6) which, together with the remaining parameters (6), is defined for the respective scene (2), a digital image (5) of each scene (2) is compiled starting from the position and orientation of the observer (120) by means of a rendering method (40), comparison values (4) are determined or derived from the scene (2), and the comparison values (4) are stored together with the digital images (5) as a common data set (50).
机译:本发明涉及一种用于编译用于检查图像处理方法(80)或传感器(91)的测试数据集(50)的方法,其中图像处理方法(80)和/或图像处理算法(80)是图像处理方法。所述传感器的一部分,其中要检查的图像处理方法(80)和/或要检查的图像处理算法(80)被设计为从数字图像确定结果值(7),其中域模型(1 )的确定,通过使用多个预设参数(6),通常可以定义三维场景(2),通过建立域的参数(6)来编译三维场景(2)模型(1),其中对于每个场景(2),观察者(120)相对于特定三维场景(2)的位置和观看方向代表另一个参数(6),该参数与其余参数一起为各个场景(2)定义参数(6),每个场景(2)的数字图像(5)通过渲染方法(40)从观察者(120)的位置和方向开始堆积,从场景(2)确定或导出比较值(4),并将比较值(4)与数字图像(5)作为公共数据集(50)。

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