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:
Jul. 06, 2021
Filed:
Dec. 09, 2019
A9.com, Inc., Palo Alto, CA (US);
Kenan Deng, Palo Alto, CA (US);
Xi Zhang, Palo Alto, CA (US);
Arnab Dhua, Cupertino, CA (US);
Himanshu Arora, Sunnyvale, CA (US);
Ting-Hsiang Hwang, San Mateo, CA (US);
Tomas Francisco Yago Vicente, San Francisco, CA (US);
Sundar Vedula, Santa Clara, CA (US);
A9.com, Inc., Palo Alto, CA (US);
Abstract
A machine learning system receives a reference image and generates a series of projected view images of a physical object represented in the images. Parallel neural networks may receive the reference image and series of projected view images for analysis to determine one or more features of the physical object. By pooling the results from the parallel network, a single output may be provided to a set of decodes that are trained to identify a material property of the one or more items. As a result, a three-dimensional model may be generated that includes a graphical representation of the object as a function of its material properties to enable improved rendering.