首页> 外国专利> Automated material characterization system including conditional generative adversarial networks

Automated material characterization system including conditional generative adversarial networks

机译:包括条件生成对抗网络在内的自动化材料表征系统

摘要

A material characterization system includes an imaging unit, a material characterization controller, and an imaging unit controller. The electronic imaging unit generates a test image of a specimen composed of a material. The electronic material characterization controller determines values of a plurality of parameters and maps the parameters to corresponding ground truth labeled outputs. The mapped parameters are applied to at least one test image to predict a presence of at least one target attribute of the specimen in response to applying the learned parameters. The test image is convert to a selected output image format so as to generate a synthetic image including the predicted at least one attribute. The electronic imaging unit controller performs a material characterization analysis that characterizes the material of the specimen based on the predicted at least one attribute included in the synthetic image.
机译:材料表征系统包括成像单元,材料表征控制器和成像单元控制器。电子成像单元生成由材料组成的样本的测试图像。电子材料表征控制器确定多个参数的值,并将这些参数映射到相应的地面真相标记的输出。响应于应用学习到的参数,将映射的参数应用于至少一个测试图像以预测样本的至少一个目标属性的存在。测试图像被转换成选择的输出图像格式,以生成包括预测的至少一个属性的合成图像。电子成像单元控制器执行材料表征分析,该材料表征分析基于包括在合成图像中的预测的至少一个属性来表征样本的材料。

著录项

相似文献

  • 专利
  • 外文文献
  • 中文文献
获取专利

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号