Title:
IMAGE PROCESSING METHOD, IMAGE PROCESSING DEVICE, AND PROGRAM
Document Type and Number:
WIPO Patent Application WO/2024/043109
Kind Code:
A1
Abstract:
This image processing method includes: a step for acquiring a first latent variable on the basis of a first image; a step for acquiring a second latent variable different from the first latent variable on the basis of the first latent variable; a step for generating a second image by inputting the second latent variable into a first machine learning model; a step for acquiring a third latent variable different from the second latent variable on the basis of the second image; a step for acquiring a fourth latent variable different from the third latent variable on the basis of the third latent variable; and a step for generating a third image by inputting the fourth latent variable into the first machine learning model.
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Inventors:
ONO YUKINO (JP)
Application Number:
PCT/JP2023/029203
Publication Date:
February 29, 2024
Filing Date:
August 10, 2023
Export Citation:
Assignee:
CANON KK (JP)
International Classes:
G06T1/40
Foreign References:
| JP2021082118A | 2021-05-27 | |||
| CN113297933A | 2021-08-24 | |||
| US20220121876A1 | 2022-04-21 |
Other References:
ALALUF YUVAL; PATASHNIK OR; COHEN-OR DANIEL: "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement", 2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), IEEE, 10 October 2021 (2021-10-10), pages 6691 - 6700, XP034093009, DOI: 10.1109/ICCV48922.2021.00664
WEI TIANYI, CHEN DONGDONG, ZHOU WENBO, LIAO JING, ZHANG WEIMING, YUAN LU, HUA GANG, YU NENGHAI: "E2Style: Improve the Efficiency and Effectiveness of StyleGAN Inversion", IEEE TRANSACTIONS ON IMAGE PROCESSING, IEEE, USA, vol. 31, 1 January 2022 (2022-01-01), USA, pages 3267 - 3280, XP093143329, ISSN: 1057-7149, DOI: 10.1109/TIP.2022.3167305
WEI TIANYI, CHEN DONGDONG, ZHOU WENBO, LIAO JING, ZHANG WEIMING, YUAN LU, HUA GANG, YU NENGHAI: "E2Style: Improve the Efficiency and Effectiveness of StyleGAN Inversion", IEEE TRANSACTIONS ON IMAGE PROCESSING, IEEE, USA, vol. 31, 1 January 2022 (2022-01-01), USA, pages 3267 - 3280, XP093143329, ISSN: 1057-7149, DOI: 10.1109/TIP.2022.3167305
Attorney, Agent or Firm:
ABE Takuma et al. (JP)
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