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:
Sep. 21, 2021
Filed:
Jul. 18, 2019
Sony Corporation, Tokyo, JP;
Shigeru Owada, Chiba, JP;
Frank Nielsen, Saitama, JP;
SONY CORPORATION, Tokyo, JP;
Abstract
An information processing apparatus and a method for volume data visualization is provided. The information processing apparatus stores an auto-encoder that includes an encoder network and a decoder network. The encoder network includes a loss function and a first plurality of neural network (NN) layers. The information processing apparatus inputs volume data to an initial NN layer of the first plurality of NN layers and generates a latent image as an output from a final NN layer of the first plurality of NN layers based on application of the encoder network on the input volume data. The information processing apparatus estimates a distance between the generated latent image and a reference image based on the loss function and updates the encoder network based on the estimated distance. Finally, the information processing apparatus outputs the updated encoder network as a trained encoder network based on the estimated distance being a minimum.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile