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SYSTEM AND METHOD FOR INSPECTION USING TENSOR DECOMPOSITION AND SINGULAR VALUE DECOMPOSITION

机译:使用张量分解和奇异值分解进行检查的系统和方法

摘要

A sample characterization system is disclosed. In embodiments, the sample characterization system includes a controller communicatively coupled to an inspection sub-system, the controller including one or more processors configured to execute a set of program instructions stored in memory, the set of program instructions configured to cause the one or more processors to: acquire one or more target image frames of a sample; generate a target tensor with the one or more acquired target image frames; perform a first set of one or more decomposition processes on the target tensor to form generate one or more reference tensors including one or more reference image frames; identify one or more differences between the one or more target image frames and the one or more reference image frames; and determine one or more characteristics of the sample based on the one or more identified differences.
机译:公开了样品表征系统。在实施例中,样品表征系统包括通信地耦合到检查子系统的控制器,该控制器包括一个或多个处理器,该一个或多个处理器被配置为执行存储在存储器中的一组程序指令,该组程序指令被配置为引起一个或多个处理器用于:获取样本的一个或多个目标图像帧;利用所获取的一个或多个目标图像帧生成目标张量;在目标张量上执行第一组一个或多个分解过程以形成包括一个或多个参考图像帧的一个或多个参考张量;识别一个或多个目标图像帧与一个或多个参考图像帧之间的一个或多个差异;并根据已识别的一种或多种差异确定样品的一种或多种特征。

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