Patent ID: 11922628
Assignee: ARIZONA BOARD OF REGENTS ON BEHALF OF ARIZONA STATE UNIVERSITY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. Non-transitory computer-readable storage media having instructions stored thereupon that, when executed by a system having at least a processor and a memory therein, the instructions cause the system to generate self-taught generic models without requiring manual labeling of input images, by performing operations including:
cropping a sub-volume from each 3D input image;
performing image transformations upon each of the sub-volumes cropped from the 3D input images to generate transformed sub-volumes; and
training an encoder-decoder architecture with skip connections to learn a common image representation by restoring the original sub-volumes cropped from the 3D input images from the transformed sub-volumes generated via the image transformations.