JP7690500B2 - 空間認識条件付きｇａｎによる高解像度で制御可能な顔のエージング - Google Patents

空間認識条件付きｇａｎによる高解像度で制御可能な顔のエージング Download PDF

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JP7690500B2
JP7690500B2 JP2022580297A JP2022580297A JP7690500B2 JP 7690500 B2 JP7690500 B2 JP 7690500B2 JP 2022580297 A JP2022580297 A JP 2022580297A JP 2022580297 A JP2022580297 A JP 2022580297A JP 7690500 B2 JP7690500 B2 JP 7690500B2
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JP2023531265A (ja
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デスポア・ジュリアン
フラマン・フレデリック
ペロット・マシュー
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    • A45D44/00—Other cosmetic or toiletry articles, e.g. for hairdressers' rooms
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    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
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JP2022580297A 2020-06-30 2021-06-29 空間認識条件付きｇａｎによる高解像度で制御可能な顔のエージング Active JP7690500B2 (ja)

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US202063046011P 2020-06-30 2020-06-30
US63/046,011 2020-06-30
FR2009199 2020-09-11
FR2009199A FR3112633B1 (fr) 2020-06-30 2020-09-11 Vieillissement du visage contrôlable à haute résolution avec des GAN conditionnels à sensibilité spatiale
PCT/EP2021/067890 WO2022002964A1 (en) 2020-06-30 2021-06-29 High-resolution controllable face aging with spatially-aware conditional gans

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JP2023531265A5 JP2023531265A5 (https=) 2023-12-28
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Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112287852B (zh) * 2020-11-02 2023-11-21 腾讯科技（深圳）有限公司 人脸图像的处理方法、显示方法、装置及设备
US12307616B2 (en) * 2021-09-13 2025-05-20 Disney Enterprises, Inc. Techniques for re-aging faces in images and video frames
JP7813426B2 (ja) * 2022-03-25 2026-02-13 株式会社コーセーホールディングス 情報処理装置の動作方法、情報処理装置、及びプログラム
FR3135556B1 (fr) * 2022-05-10 2025-02-14 Oreal Détection et visualisation de signes cutanés au moyen d’une carte thermique
FR3135557B1 (fr) * 2022-05-10 2024-09-27 Oreal Procédé de prédiction d’évolution temporelle de signes cutanés
KR102747570B1 (ko) * 2022-08-11 2024-12-31 박영순 사진 이미지를 자동으로 편집하는 방법 및 장치
FR3144888A1 (fr) * 2023-01-06 2024-07-12 L'oreal Procédé de modélisation et d’évaluation de l’évolution des signes de l’âge chez un utilisateur.
CN116758611B (zh) * 2023-06-12 2025-11-04 沈阳工业大学 一种人脸年龄化模拟方法
KR20250092445A (ko) 2023-12-15 2025-06-24 한국전자통신연구원 시선 방향의 제어가 가능한 얼굴 이미지 생성 방법 및 이를 위한 장치
KR102805324B1 (ko) * 2024-10-10 2025-05-13 주식회사 덱스터스튜디오 비디오 시퀀스에 대한 디에이징 항상성 유지를 위한 영상 제작 방법

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2020515952A (ja) 2017-03-21 2020-05-28 ザ プロクター アンド ギャンブル カンパニーＴｈｅ Ｐｒｏｃｔｅｒ ＆ Ｇａｍｂｌｅ Ｃｏｍｐａｎｙ 年齢容姿シミュレーションのための方法

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3547373A (en) 1968-05-23 1970-12-15 Eastman Kodak Co Cartridge and means for locating a cartridge on a projector or the like
US20140229239A1 (en) * 2013-02-14 2014-08-14 Bank Of America Corporation Face retirement tool
US10360494B2 (en) 2016-11-30 2019-07-23 Altumview Systems Inc. Convolutional neural network (CNN) system based on resolution-limited small-scale CNN modules
WO2018143707A1 (ko) * 2017-02-01 2018-08-09 주식회사 엘지생활건강 메이크업 평가 시스템 및 그의 동작 방법
KR102297301B1 (ko) * 2017-05-31 2021-09-06 더 프록터 앤드 갬블 캄파니 겉보기 피부 나이를 결정하기 위한 시스템 및 방법
US10325673B2 (en) * 2017-07-25 2019-06-18 Insilico Medicine, Inc. Deep transcriptomic markers of human biological aging and methods of determining a biological aging clock
CN107977629A (zh) * 2017-12-04 2018-05-01 电子科技大学 一种基于特征分离对抗网络的人脸图像衰老合成方法
US10943156B2 (en) * 2018-01-05 2021-03-09 L'oreal Machine-implemented facial health and beauty assistant
CN109584327B (zh) * 2018-11-08 2023-07-25 深圳市威富视界有限公司 人脸老化模拟方法、装置以及设备
WO2020113326A1 (en) * 2018-12-04 2020-06-11 Jiang Ruowei Automatic image-based skin diagnostics using deep learning
CN110322394A (zh) * 2019-06-18 2019-10-11 中国科学院自动化研究所 基于属性引导的人脸年龄老化图像对抗生成方法及装置

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2020515952A (ja) 2017-03-21 2020-05-28 ザ プロクター アンド ギャンブル カンパニーＴｈｅ Ｐｒｏｃｔｅｒ ＆ Ｇａｍｂｌｅ Ｃｏｍｐａｎｙ 年齢容姿シミュレーションのための方法

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Peipei Li et al，Global and Local Consistent Age Generative Adversarial Networks，2018 24th International Conference on Pattern Recognition (ICPR)，IEEE，2018年08月20日，Year: 2018，https://ieeexplore.ieee.org/document/8545119

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US12067645B2 (en) 2024-08-20
WO2022002964A1 (en) 2022-01-06
KR20230028481A (ko) 2023-02-28
US20210407153A1 (en) 2021-12-30
JP2023531265A (ja) 2023-07-21
KR102824321B1 (ko) 2025-06-26
CN116097319A (zh) 2023-05-09
EP4150514A1 (en) 2023-03-22

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