The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 13, 2020
Filed:
Dec. 24, 2018
Industrial Technology Research Institute, Hsinchu, TW;
Che-Tsung Lin, Hsinchu, TW;
Industrial Technology Research Institute, Hsinchu, TW;
Abstract
A method for training an image generator includes multiple iterations, each including: inputting a real image the a first generator; generating a generated image by an image transformation branch of the first generator; inputting the generated image to a discriminator; obtaining a loss value from the discriminator; generating a segmented image by an image segmentation branch of the first generator; obtaining a segmentation loss value according to the segmented image; inputting the generated image to a second generator; generating a reconstructed image by the second generator; and obtaining a reconstruction loss value according to the reconstructed and the real images. Difference in network weights of the image transformation and segmentation branches is compared to obtain a similarity loss value. Network parameters of the first and the second generators are updated according to the loss value, the segmentation loss value, the reconstruction loss value and the similarity loss value.