Title:
IMAGE COMPOSITION METHOD USING ARTIFICIAL INTELLIGENCE AND HAIR DESIGNER MATCHING METHOD BASED ON IMAGE COMPOSITION
Document Type and Number:
WIPO Patent Application WO/2024/085535
Kind Code:
A1
Abstract:
The present specification relates to an image conversion technology, and an image composition method performed by an image composition apparatus comprises: training a hair model having a generative adversarial network (GAN) structure by using a plurality of pieces of learning data about hairstyles; receiving inputs of an image of a user and a hair image including a new hairstyle; masking the image of the user by using a mask for a hair area; and generating, by using the trained hair model, a composite image based on the masked image of the user and the hair image.
Inventors:
YANG DONGBO (KR)
Application Number:
PCT/KR2023/015739
Publication Date:
April 25, 2024
Filing Date:
October 12, 2023
Export Citation:
Assignee:
QUANTUMLEAP CO LTD (KR)
YANG DONGBO (KR)
YANG DONGBO (KR)
International Classes:
G06T5/50; G06N20/00; G06Q10/02; G06Q10/06; G06T5/00; G06T7/30; G06V10/74
Foreign References:
| KR20210056772A | 2021-05-20 | |||
| KR20200034028A | 2020-03-31 | |||
| KR102543429B1 | 2023-06-15 |
Other References:
PEIHAO ZHU; RAMEEN ABDAL; JOHN FEMIANI; PETER WONKA: "Barbershop: GAN-based Image Compositing using Segmentation Masks", ARXIV.ORG, 16 October 2021 (2021-10-16), XP091068971
WEIHAO XIA; YULUN ZHANG; YUJIU YANG; JING-HAO XUE; BOLEI ZHOU; MING-HSUAN YANG: "GAN Inversion: A Survey", ARXIV.ORG, 22 March 2022 (2022-03-22), XP091168547
MINGCONG LIU: "BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation", 35TH CONFERENCE ON NEURAL INFORMATION PROCESSING SYSTEMS (NEURIPS 2021), 1 October 2021 (2021-10-01), XP093161087
WEIHAO XIA; YULUN ZHANG; YUJIU YANG; JING-HAO XUE; BOLEI ZHOU; MING-HSUAN YANG: "GAN Inversion: A Survey", ARXIV.ORG, 22 March 2022 (2022-03-22), XP091168547
MINGCONG LIU: "BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation", 35TH CONFERENCE ON NEURAL INFORMATION PROCESSING SYSTEMS (NEURIPS 2021), 1 October 2021 (2021-10-01), XP093161087
Attorney, Agent or Firm:
ROYAL PATENT & LAW OFFICE (KR)
Download PDF: