Title:
MULTI-VIEW SEGMENTATION AND PERCEPTUAL INPAINTING WITH NEURAL RADIANCE FIELDS
Document Type and Number:
WIPO Patent Application WO/2024/090989
Kind Code:
A1
Abstract:
One embodiment provides a computer-implemented method of configuring an electronic device for inpainting source three-dimensional (3D) scenes, the computer-implemented method comprising: receiving the source 3D scenes and a user's input about a first object of the source 3D scenes, generating accurate object masks about the first object of the source 3D scenes, and generating inpainted 3D scenes of the source 3D scenes by using an inpainting neural radiance field (NeRF) based on the accurate object masks.
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Inventors:
MIRZAEI ASHKAN (US)
AUMENTADO-ARMSTRONG TRISTAN TY (US)
DERPANIS KONSTANTINOS G (US)
BRUBAKER MARCUS A (US)
GILITSCHENSKI IGOR (US)
LEVINSHTEIN ALEKSAI (US)
AUMENTADO-ARMSTRONG TRISTAN TY (US)
DERPANIS KONSTANTINOS G (US)
BRUBAKER MARCUS A (US)
GILITSCHENSKI IGOR (US)
LEVINSHTEIN ALEKSAI (US)
Application Number:
PCT/KR2023/016656
Publication Date:
May 02, 2024
Filing Date:
October 25, 2023
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06T5/00; G06T7/11; G06T15/20; G06V20/40
Foreign References:
| US20220139036A1 | 2022-05-05 | |||
| US20220198731A1 | 2022-06-23 |
Other References:
HAO-KANG LIU; I-CHAO SHEN; BING-YU CHEN: "NeRF-In: Free-Form NeRF Inpainting with RGB-D Priors", ARXIV.ORG, 10 June 2022 (2022-06-10), XP091244480
BARBARA ROESSLE: "Dense Depth Priors for Neural Radiance Fields from Sparse Input Views", ARXIV, 7 April 2022 (2022-04-07), Ithaca, XP093165681, DOI: 10.48550/arxiv.2112.03288
SHUAIFENG ZHI; TRISTAN LAIDLOW; STEFAN LEUTENEGGER; ANDREW J. DAVISON: "In-Place Scene Labelling and Understanding with Implicit Scene Representation", ARXIV.ORG, 21 August 2021 (2021-08-21), XP091023971
BARBARA ROESSLE: "Dense Depth Priors for Neural Radiance Fields from Sparse Input Views", ARXIV, 7 April 2022 (2022-04-07), Ithaca, XP093165681, DOI: 10.48550/arxiv.2112.03288
SHUAIFENG ZHI; TRISTAN LAIDLOW; STEFAN LEUTENEGGER; ANDREW J. DAVISON: "In-Place Scene Labelling and Understanding with Implicit Scene Representation", ARXIV.ORG, 21 August 2021 (2021-08-21), XP091023971
Attorney, Agent or Firm:
Y.P.LEE, MOCK & PARTNERS (KR)
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