US 12,086,940 B2
Image processing method and apparatus
Minjung Son, Suwon-si (KR); Hyun Sung Chang, Seoul (KR); and Inwoo Ha, Seongnam-si (KR)
Assigned to Samsung Electronics Co., Ltd., Suwon-si (KR)
Filed by SAMSUNG ELECTRONICS CO., LTD., Suwon-si (KR)
Filed on Jun. 6, 2022, as Appl. No. 17/832,847.
Claims priority of application No. 10-2021-0189898 (KR), filed on Dec. 28, 2021.
Prior Publication US 2023/0206562 A1, Jun. 29, 2023
Int. Cl. G06T 17/00 (2006.01); G06N 3/045 (2023.01); G06T 17/20 (2006.01); G06T 19/20 (2011.01)
CPC G06T 17/205 (2013.01) [G06N 3/045 (2023.01); G06T 19/20 (2013.01); G06T 2219/2004 (2013.01); G06T 2219/2024 (2013.01)] 22 Claims
OG exemplary drawing
 
1. A processor-implemented image processing method, the method comprising:
generating appearance information corresponding to a standard space comprising a plurality of regular grids in a first input image by implementing a first neural network;
generating geometric information corresponding to the standard space in a second input image by implementing a second neural network;
deforming the plurality of regular grids based on the generated geometric information;
generating standardized image information by applying the appearance information to the plurality of deformed regular grids; and
generating an output image based on the standardized image information,
wherein the geometric information comprises any one of scale information, offset information, and depth information.