Title:
FLEXIBLE IMAGE ASPECT RATIO USING MACHINE LEARNING
Document Type and Number:
WIPO Patent Application WO/2023/221093
Kind Code:
A1
Abstract:
To adjust an aspect ratio of an image to match the aspect ratio of a display area for presenting the image, a computing device receives an image having a first aspect ratio, and obtains a second aspect ratio for a display area of a display in which to present the image, where the second aspect ratio is different from the first aspect ratio. The computing device extends the image to include one or more additional features which were not included in the image. Additionally, the computing device automatically crops the extended image around an identified region of interest by selecting a portion of the extended image that has an aspect ratio which matches the second aspect ratio of the display area, and provides the cropped image for presentation within the display area of the display.
Inventors:
FENG XIAO (US)
LI YUANZHEN (US)
WANG YIHUI (US)
LLACH OMER GIMENEZ (US)
XU HAN (US)
WANG MENGJIE (US)
CHANG HUIWEN (US)
MASCHINOT AJ (US)
KRISHNAN DILIP (US)
LI YUANZHEN (US)
WANG YIHUI (US)
LLACH OMER GIMENEZ (US)
XU HAN (US)
WANG MENGJIE (US)
CHANG HUIWEN (US)
MASCHINOT AJ (US)
KRISHNAN DILIP (US)
Application Number:
PCT/CN2022/094121
Publication Date:
November 23, 2023
Filing Date:
May 20, 2022
Export Citation:
Assignee:
GOOGLE LLC (US)
FENG XIAO (US)
FENG XIAO (US)
International Classes:
G06T3/40; G06T5/00
Other References:
ZHONG LEI ZHONGLEILZ@ICLOUD COM ET AL: "Aesthetic-guided outward image cropping", ACM TRANSACTIONS ON GRAPHICS, ACM, NY, US, vol. 40, no. 6, 10 December 2021 (2021-12-10), pages 1 - 13, XP058659749, ISSN: 0730-0301, DOI: 10.1145/3478513.3480566
BASILE VAN HOORICK: "Image Outpainting and Harmonization using Generative Adversarial Networks", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 23 December 2019 (2019-12-23), XP081600499
MARK SABINI ET AL: "Painting Outside the Box: Image Outpainting with GANs", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 26 August 2018 (2018-08-26), XP081266103
BASILE VAN HOORICK: "Image Outpainting and Harmonization using Generative Adversarial Networks", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 23 December 2019 (2019-12-23), XP081600499
MARK SABINI ET AL: "Painting Outside the Box: Image Outpainting with GANs", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 26 August 2018 (2018-08-26), XP081266103
Attorney, Agent or Firm:
LIU, SHEN & ASSOCIATES (CN)
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