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.

Date of Patent:
Feb. 10, 2026

Filed:

Feb. 03, 2021
Applicant:

Samsung Electronics Co., Ltd., Gyeonggi-do, KR;

Inventors:

Rohit R Ranade, San Diego, CA (US);

Yangwen Liang, San Diego, CA (US);

Shuangquan Wang, San Diego, CA (US);

Dongwoon Bai, San Diego, CA (US);

Jungwon Lee, San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 15/04 (2011.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06T 3/4046 (2024.01); G06T 3/4053 (2024.01); G06T 17/20 (2006.01);
U.S. Cl.
CPC ...
G06T 15/04 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 3/4046 (2013.01); G06T 3/4053 (2013.01); G06T 17/20 (2013.01);
Abstract

An electronic device and method for texturing a three dimensional (3D) model are provided. The method includes rendering a texture atlas to obtain a first set of two dimensional (2D) images of the 3D model; rendering a ground truth texture atlas to obtain a second set of 2D images of the 3D model; comparing the first set of images with the second set of images to determine a rendering loss; applying the texture sampling properties to a convolutional neural network (CNN) to incorporate the rendering loss into a deep learning framework; and inputting a 2D texture atlas into the CNN to generate a texture of the 3D module.


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