Patent ID: 11900534
Assignee: THE BOEING COMPANY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 15:
16. The image generation method of claim 12, wherein
one of the attribute classes is the perspective views class;
one of the plurality of generators is a perspective views class generator including:
a first image generator configured to generate synthetic images having a similar appearance to one or more of the photorealistic images in the second image domain while including a semantic content of one or more 2D model images depicting different perspective views of the target object in the first image domain in accordance with a perspective views class data set in the augmented CAD models of the target object;
a second image generator configured to generate synthetic images having a similar appearance to one or more of the 2D model images depicting different perspective views of the target object in the first image domain while including semantic content of one or more photorealistic images in the second image domain; and

the discriminator is an perspective views class discriminator including:
a first image discriminator configured to discriminate real photorealistic images in the second image domain against synthetic photorealistic images generated by the first image generator; and
a second image discriminator configured to discriminate real 2D model images depicting different perspective views of the target object in the first image domain against synthetic 2D model images depicting different perspective views of the target object generated by the second image generator.