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LINEAR GRAPHIC EXTRACTION DEVICE, LINEAR GRAPHIC EXTRACTION PROGRAM, AND NEURAL NETWORK LEARNING METHOD

机译:线性图形提取设备,线性图形提取程序和神经网络学习方法

摘要

To provide a linear graphic extraction device, a linear graphic extraction program, and a neural network learning method, which are specialized for extraction of a linear graphic such as a crack which occurs in a surface of a structure, and which provide high extraction accuracy.SOLUTION: A determination region setting unit 10 sets a determination region having a predetermined size on a determination target image. A determination region movement unit 14 moves the determination region on the determination target image by a predetermined unit of movement, and each time the determination region is moved by one unit of movement, a partial image is acquired. When an input unit 16 inputs the partial image to a determination unit 18, for the partial image, the determination unit 18 determines, by using a preliminarily learned neural network, whether or not a linear graphic exists in the region of interest on the basis of the position of the linear graphic existing in the determination region, and a display control unit 20 displays the result of determination performed by the determination unit 18.SELECTED DRAWING: Figure 2
机译:为了提供一种线性图形提取装置,线性图形提取程序和神经网络学习方法,其专门用于提取诸如在结构的表面中出现的裂缝之类的线性图形,并提供高的提取精度。解决方案:确定区域设置单元10在确定目标图像上设置具有预定大小的确定区域。判定区域移动部14使判定对象图像上的判定区域以规定的移动单位进行移动,每使判定区域移动1个移动单位,就获取一部分图像。当输入单元16将部分图像输入到确定单元18时,对于部分图像,确定单元18通过使用预先学习的神经网络来确定在感兴趣区域中是否存在线性图形。确定区域中存在的线性图形的位置,显示控制单元20显示确定单元18执行的确定结果。选择的图形:图2

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