公开(公告)号：US20240135632A1

公开(公告)日：2024-04-25

申请号：US18332273

申请日：2023-06-09

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Young Chun AHN ,  Nahyup KANG ,  Seokhwan JANG ,  Jiyeon KIM

IPC: G06T15/08 ,  G06T3/00 ,  G06T7/194 ,  G06T7/50 ,  G06T15/06

CPC classification number: G06T15/08 ,  G06T3/0093 ,  G06T7/194 ,  G06T7/50 ,  G06T15/06 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/30244

Abstract: A method and apparatus for neural rendering based on view augmentation are provided. A method of training a neural scene representation (NSR) model includes: receiving original training images of a target scene, the original training images respectively corresponding to base views of the target scene; generating augmented images of the target scene by warping the original training images, the augmented images respectively corresponding to new views of the target scene; performing background-foreground segmentation on the original training images and the augmented images to generate segmentation masks; and training a neural scene representation (NSR) model to be configured for volume rendering of the target scene by using the original training images, the augmented images, and the segmentation masks.