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JOINT REGISTRATION AND SEGMENTATION OF IMAGES USING DEEP LEARNING

机译:通过深度学习对图像进行联合注册和分类

摘要

A system for registering and segmenting images includes an image scanner configured to acquire an image pair including a first image at a first time and a second image at a second time that is after the first time. A joint registration and segmentation server receives the image pair from the image scanner and simultaneously performs joint registration and segmentation on the image pair using a single deep learning framework. A computer vision processor receives an output of the joint registration and segmentation server and characterizes how a condition has progressed from the first time to the second time therefrom. A user terminal presents the characterization to a user.
机译:用于配准和分割图像的系统包括图像扫描仪,该图像扫描仪被配置为获取图像对,该图像对包括在第一时间的第一图像和在第一时间之后的第二时间的第二图像。联合注册和分割服务器从图像扫描仪接收图像对,并使用单个深度学习框架同时对图像对执行联合注册和分割。计算机视觉处理器接收联合注册和分段服务器的输出,并表征从第一时间到第二时间病情如何发展。用户终端将特征呈现给用户。

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