Title:
IMAGE PROCESSING METHOD, APPARATUS, ELECTRONIC DEVICE AND COMPUTER READABLE STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2021/080158
Kind Code:
A1
Abstract:
An image processing apparatus including: at least one memory; and at least one processor coupled to the at least one memory and configured to implement: an image acquisition module configured to acquire an input image including an object region; a mask image generation module configured to generate a mask image based on the input image; and an image inpainting module configured to extract a fusion feature map corresponding to the input image using an encoding network according to the input image and the mask image, and to inpaint the object region in the input image using a decoding network based on the fusion feature map, to obtain an inpainting result.
Inventors:
BAI MENGMENG (CN)
ZUO LI (CN)
SONG XIANSONG (CN)
NA JAEKEUN (KR)
WANG CHANGWEI (CN)
ZHANG WEIHUA (CN)
ZUO LI (CN)
SONG XIANSONG (CN)
NA JAEKEUN (KR)
WANG CHANGWEI (CN)
ZHANG WEIHUA (CN)
Application Number:
PCT/KR2020/011724
Publication Date:
April 29, 2021
Filing Date:
September 01, 2020
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06T5/00; G06T1/60; G06T7/11
Foreign References:
| US20190311223A1 | 2019-10-10 | |||
| US20180129899A1 | 2018-05-10 | |||
| US20180322366A1 | 2018-11-08 |
Other References:
MARTIN ATZMUELLER, ALVIN CHIN, FREDERIK JANSSEN, IMMANUEL SCHWEIZER, CHRISTOPH TRATTNER: "ICIAP: International Conference on Image Analysis and Processing, 17th International Conference, Naples, Italy, September 9-13, 2013. Proceedings", vol. 11215 Chap.6, 6 October 2018, SPRINGER, Berlin, Heidelberg, ISBN: 978-3-642-17318-9, article LIU GUILIN; REDA FITSUM A.; SHIH KEVIN J.; WANG TING-CHUN; TAO ANDREW; CATANZARO BRYAN: "Image Inpainting for Irregular Holes Using Partial Convolutions", pages: 89 - 105, XP047488423, 032548, DOI: 10.1007/978-3-030-01252-6_6
"Advances in Intelligent Data Analysis XIX", vol. 28, 18 November 2015, SPRINGER INTERNATIONAL PUBLISHING, Cham, ISBN: 978-3-030-71592-2, ISSN: 0302-9743, article RONNEBERGER OLAF; FISCHER PHILIPP; BROX THOMAS: "U-Net: Convolutional Networks for Biomedical Image Segmentation", pages: 234 - 241, XP047565084, DOI: 10.1007/978-3-319-24574-4_28
YU JIAHUI ET AL.: "Free-Form Image lnpainting With Gated Convolution", 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV, 10 June 2018 (2018-06-10), pages 4470 - 4479
JO YOUGJOO ET AL., SC-FEGAN: FACE EDITING GENERATIVE ADVERSARIAL NETWORK WITH USER'S SKETCH AND COLOR, 18 February 2019 (2019-02-18), pages 1 - 10
YONG-GOO SHIN ET AL.: "ARXIV.ORG", 22 May 2019, 201 OLIN LIBRARY CORNELL UNIVERSITY, article "PEPSI++: Fast and Lightweight Network for Image lnpainting", pages: 14853
See also references of EP 4032062A4
"Advances in Intelligent Data Analysis XIX", vol. 28, 18 November 2015, SPRINGER INTERNATIONAL PUBLISHING, Cham, ISBN: 978-3-030-71592-2, ISSN: 0302-9743, article RONNEBERGER OLAF; FISCHER PHILIPP; BROX THOMAS: "U-Net: Convolutional Networks for Biomedical Image Segmentation", pages: 234 - 241, XP047565084, DOI: 10.1007/978-3-319-24574-4_28
YU JIAHUI ET AL.: "Free-Form Image lnpainting With Gated Convolution", 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV, 10 June 2018 (2018-06-10), pages 4470 - 4479
JO YOUGJOO ET AL., SC-FEGAN: FACE EDITING GENERATIVE ADVERSARIAL NETWORK WITH USER'S SKETCH AND COLOR, 18 February 2019 (2019-02-18), pages 1 - 10
YONG-GOO SHIN ET AL.: "ARXIV.ORG", 22 May 2019, 201 OLIN LIBRARY CORNELL UNIVERSITY, article "PEPSI++: Fast and Lightweight Network for Image lnpainting", pages: 14853
See also references of EP 4032062A4
Attorney, Agent or Firm:
Y.P.LEE, MOCK & PARTNERS (KR)
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