JP7407115B2 - 機械実行顔面健康及び美容アシスタント - Google Patents
機械実行顔面健康及び美容アシスタント Download PDFInfo
- Publication number
- JP7407115B2 JP7407115B2 JP2020536683A JP2020536683A JP7407115B2 JP 7407115 B2 JP7407115 B2 JP 7407115B2 JP 2020536683 A JP2020536683 A JP 2020536683A JP 2020536683 A JP2020536683 A JP 2020536683A JP 7407115 B2 JP7407115 B2 JP 7407115B2
- Authority
- JP
- Japan
- Prior art keywords
- user
- facial skin
- machine learning
- image
- learning model
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
- G06V40/171—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/40—Software arrangements specially adapted for pattern recognition, e.g. user interfaces or toolboxes therefor
- G06F18/41—Interactive pattern learning with a human teacher
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- A—HUMAN NECESSITIES
- A45—HAND OR TRAVELLING ARTICLES
- A45D—HAIRDRESSING OR SHAVING EQUIPMENT; EQUIPMENT FOR COSMETICS OR COSMETIC TREATMENTS, e.g. FOR MANICURING OR PEDICURING
- A45D44/00—Other cosmetic or toiletry articles, e.g. for hairdressers' rooms
- A45D2044/007—Devices for determining the condition of hair or skin or for selecting the appropriate cosmetic or hair treatment
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Human Computer Interaction (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Multimedia (AREA)
- Software Systems (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Computational Biology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Medical Informatics (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Image Analysis (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Image Processing (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201862614001P | 2018-01-05 | 2018-01-05 | |
| US201862614080P | 2018-01-05 | 2018-01-05 | |
| US62/614,001 | 2018-01-05 | ||
| US62/614,080 | 2018-01-05 | ||
| PCT/US2019/012492 WO2019136354A1 (fr) | 2018-01-05 | 2019-01-07 | Assistant de beauté et de santé de visage mis en œuvre par machine |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JP2021510217A JP2021510217A (ja) | 2021-04-15 |
| JP7407115B2 true JP7407115B2 (ja) | 2023-12-28 |
Family
ID=65433729
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2020536683A Active JP7407115B2 (ja) | 2018-01-05 | 2019-01-07 | 機械実行顔面健康及び美容アシスタント |
Country Status (5)
| Country | Link |
|---|---|
| EP (1) | EP3718050A1 (fr) |
| JP (1) | JP7407115B2 (fr) |
| KR (1) | KR102619221B1 (fr) |
| CN (1) | CN111868742A (fr) |
| WO (1) | WO2019136354A1 (fr) |
Families Citing this family (17)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| AU2021237872A1 (en) * | 2020-03-17 | 2022-11-03 | Lumenis Be Ltd | Method and system for determining an optimal set of operating parameters for an aesthetic skin treatment unit |
| US11801610B2 (en) | 2020-07-02 | 2023-10-31 | The Gillette Company Llc | Digital imaging systems and methods of analyzing pixel data of an image of a user's body for determining a hair growth direction value of the user's hair |
| US11419540B2 (en) | 2020-07-02 | 2022-08-23 | The Gillette Company Llc | Digital imaging systems and methods of analyzing pixel data of an image of a shaving stroke for determining pressure being applied to a user's skin |
| US11455747B2 (en) | 2020-07-02 | 2022-09-27 | The Gillette Company Llc | Digital imaging systems and methods of analyzing pixel data of an image of a user's body for determining a user-specific skin redness value of the user's skin after removing hair |
| US11741606B2 (en) | 2020-07-02 | 2023-08-29 | The Gillette Company Llc | Digital imaging systems and methods of analyzing pixel data of an image of a user's body after removing hair for determining a user-specific hair removal efficiency value |
| US11890764B2 (en) | 2020-07-02 | 2024-02-06 | The Gillette Company Llc | Digital imaging systems and methods of analyzing pixel data of an image of a user's body for determining a hair density value of a user's hair |
| US11734823B2 (en) | 2020-07-02 | 2023-08-22 | The Gillette Company Llc | Digital imaging systems and methods of analyzing pixel data of an image of a user's body for determining a user-specific skin irritation value of the user's skin after removing hair |
| US20220000417A1 (en) * | 2020-07-02 | 2022-01-06 | The Gillette Company Llc | Digital imaging systems and methods of analyzing pixel data of an image of a skin area of a user for determining skin laxity |
| US11544845B2 (en) | 2020-07-02 | 2023-01-03 | The Gillette Company Llc | Digital imaging systems and methods of analyzing pixel data of an image of a user's body before removing hair for determining a user-specific trapped hair value |
| WO2022069659A2 (fr) * | 2020-09-30 | 2022-04-07 | Studies&Me A/S | Procédé et système de détermination de gravité de problème de peau |
| US20220401013A1 (en) * | 2021-01-21 | 2022-12-22 | L'oreal | Systems, devices, and methods for managing a user experience including physiological cycle progression and personalized skincare recommendation |
| KR102344700B1 (ko) * | 2021-02-17 | 2021-12-31 | 주식회사 에프앤디파트너스 | 임상용 촬영장치 |
| KR20240001250A (ko) | 2021-04-30 | 2024-01-03 | 로레알 | 피부 연령형에 기초한 노화 트리트먼트 결과들 예측 |
| AU2022276374A1 (en) | 2021-05-20 | 2023-11-09 | Ica Aesthetic Navigation Gmbh | Computer-based body part analysis methods and systems |
| JP2023167945A (ja) * | 2022-05-13 | 2023-11-24 | 株式会社アイシン | 遠隔診断システムおよび遠隔診断方法 |
| WO2024075109A1 (fr) * | 2022-10-05 | 2024-04-11 | Facetrom Limited | Système et procédé de détermination d'attractivité |
| GB202403972D0 (en) * | 2024-03-20 | 2024-05-01 | Dr Ophelia Ltd | Computer-implemented method and apparatus for determining a personalised dermatological treatment |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2006142005A (ja) | 2004-10-22 | 2006-06-08 | Shiseido Co Ltd | 肌状態診断システムおよび美容のためのカウンセリングシステム |
| JP2007133518A (ja) | 2005-11-08 | 2007-05-31 | Shiseido Co Ltd | 美容医療診断方法、美容医療診断システム、美容医療診断プログラム、及び該プログラムが記録された記録媒体 |
| JP2010534376A (ja) | 2007-07-23 | 2010-11-04 | ザ プロクター アンド ギャンブル カンパニー | しわのエイジング及びディエイジングの現実的シミュレーションの方法及び装置 |
| JP2016194892A (ja) | 2015-04-01 | 2016-11-17 | みずほ情報総研株式会社 | 加齢化予測システム、加齢化予測方法及び加齢化予測プログラム |
| US20170270593A1 (en) | 2016-03-21 | 2017-09-21 | The Procter & Gamble Company | Systems and Methods For Providing Customized Product Recommendations |
Family Cites Families (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7437344B2 (en) * | 2001-10-01 | 2008-10-14 | L'oreal S.A. | Use of artificial intelligence in providing beauty advice |
| US20030065589A1 (en) * | 2001-10-01 | 2003-04-03 | Daniella Giacchetti | Body image templates with pre-applied beauty products |
| US20030064350A1 (en) * | 2001-10-01 | 2003-04-03 | Gilles Rubinstenn | Beauty advisory system and method |
| US20070058858A1 (en) * | 2005-09-09 | 2007-03-15 | Michael Harville | Method and system for recommending a product based upon skin color estimated from an image |
| KR100734849B1 (ko) * | 2005-11-26 | 2007-07-03 | 한국전자통신연구원 | 얼굴 인식 방법 및 그 장치 |
| US20170330029A1 (en) * | 2010-06-07 | 2017-11-16 | Affectiva, Inc. | Computer based convolutional processing for image analysis |
| TWI471117B (zh) * | 2011-04-29 | 2015-02-01 | Nat Applied Res Laboratoires | 可用於行動裝置之人臉膚質評估演算介面裝置 |
| US8442321B1 (en) | 2011-09-14 | 2013-05-14 | Google Inc. | Object recognition in images |
| US9916538B2 (en) * | 2012-09-15 | 2018-03-13 | Z Advanced Computing, Inc. | Method and system for feature detection |
| US9015083B1 (en) | 2012-03-23 | 2015-04-21 | Google Inc. | Distribution of parameter calculation for iterative optimization methods |
| JP2014010750A (ja) * | 2012-07-02 | 2014-01-20 | Nikon Corp | 皮膚外用剤の塗布タイミング判定装置、タイミング判定システム、タイミング判定方法、及びプログラム |
| US9256963B2 (en) * | 2013-04-09 | 2016-02-09 | Elc Management Llc | Skin diagnostic and image processing systems, apparatus and articles |
| US9754177B2 (en) | 2013-06-21 | 2017-09-05 | Microsoft Technology Licensing, Llc | Identifying objects within an image |
| US9324022B2 (en) | 2014-03-04 | 2016-04-26 | Signal/Sense, Inc. | Classifying data with deep learning neural records incrementally refined through expert input |
| US9760935B2 (en) * | 2014-05-20 | 2017-09-12 | Modiface Inc. | Method, system and computer program product for generating recommendations for products and treatments |
| US9536293B2 (en) | 2014-07-30 | 2017-01-03 | Adobe Systems Incorporated | Image assessment using deep convolutional neural networks |
| EP3236840B1 (fr) * | 2015-06-15 | 2024-03-27 | E.S.I. Novel Ltd. | Système et méthode de traitement adaptatif cosmétique de la peau |
| US10002415B2 (en) * | 2016-04-12 | 2018-06-19 | Adobe Systems Incorporated | Utilizing deep learning for rating aesthetics of digital images |
| TWI585711B (zh) * | 2016-05-24 | 2017-06-01 | 泰金寶電通股份有限公司 | 獲得保養信息的方法、分享保養信息的方法及其電子裝置 |
| CN107123027B (zh) * | 2017-04-28 | 2021-06-01 | 广东工业大学 | 一种基于深度学习的化妆品推荐方法及系统 |
| CN107437073A (zh) * | 2017-07-19 | 2017-12-05 | 竹间智能科技(上海)有限公司 | 基于深度学习与生成对抗网路的人脸肤质分析方法及系统 |
| CN107480719B (zh) * | 2017-08-17 | 2020-08-07 | 广东工业大学 | 一种基于皮肤特性评价的护肤产品的推荐方法及系统 |
-
2019
- 2019-01-07 KR KR1020207019230A patent/KR102619221B1/ko active Active
- 2019-01-07 JP JP2020536683A patent/JP7407115B2/ja active Active
- 2019-01-07 CN CN201980017228.2A patent/CN111868742A/zh active Pending
- 2019-01-07 WO PCT/US2019/012492 patent/WO2019136354A1/fr not_active Ceased
- 2019-01-07 EP EP19705420.8A patent/EP3718050A1/fr not_active Ceased
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2006142005A (ja) | 2004-10-22 | 2006-06-08 | Shiseido Co Ltd | 肌状態診断システムおよび美容のためのカウンセリングシステム |
| JP2007133518A (ja) | 2005-11-08 | 2007-05-31 | Shiseido Co Ltd | 美容医療診断方法、美容医療診断システム、美容医療診断プログラム、及び該プログラムが記録された記録媒体 |
| JP2010534376A (ja) | 2007-07-23 | 2010-11-04 | ザ プロクター アンド ギャンブル カンパニー | しわのエイジング及びディエイジングの現実的シミュレーションの方法及び装置 |
| JP2016194892A (ja) | 2015-04-01 | 2016-11-17 | みずほ情報総研株式会社 | 加齢化予測システム、加齢化予測方法及び加齢化予測プログラム |
| US20170270593A1 (en) | 2016-03-21 | 2017-09-21 | The Procter & Gamble Company | Systems and Methods For Providing Customized Product Recommendations |
Also Published As
| Publication number | Publication date |
|---|---|
| KR20200105480A (ko) | 2020-09-07 |
| WO2019136354A1 (fr) | 2019-07-11 |
| EP3718050A1 (fr) | 2020-10-07 |
| JP2021510217A (ja) | 2021-04-15 |
| KR102619221B1 (ko) | 2023-12-28 |
| CN111868742A (zh) | 2020-10-30 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| JP7407115B2 (ja) | 機械実行顔面健康及び美容アシスタント | |
| US11817004B2 (en) | Machine-implemented facial health and beauty assistant | |
| US10943156B2 (en) | Machine-implemented facial health and beauty assistant | |
| US11832958B2 (en) | Automatic image-based skin diagnostics using deep learning | |
| JP7140848B2 (ja) | 毛髪被覆率分析のためのシステム及び方法 | |
| US11055762B2 (en) | Systems and methods for providing customized product recommendations | |
| US20220164852A1 (en) | Digital Imaging and Learning Systems and Methods for Analyzing Pixel Data of an Image of a Hair Region of a User's Head to Generate One or More User-Specific Recommendations | |
| EP3699811A1 (fr) | Assistant de beauté mis en uvre par machine pour prédire le vieillissement du visage | |
| JP7493532B2 (ja) | 毛の外観の変更 | |
| WO2019137538A1 (fr) | Image représentant une émotion pour dériver un indice d'état de santé | |
| US11455747B2 (en) | Digital imaging systems and methods of analyzing pixel data of an image of a user's body for determining a user-specific skin redness value of the user's skin after removing hair | |
| CN117813661A (zh) | 皮肤分析系统和方法具体实施 | |
| KR20240009440A (ko) | 컴퓨터-기반 신체 부위 분석 방법들 및 시스템들 | |
| KR102743871B1 (ko) | 특징점 대비 체형 분석 데이터와 페이셜 이미지 분석 데이터를 기반으로 피부관리 서비스를 결정하는 방법, 장치 및 시스템 | |
| US20240112492A1 (en) | Curl diagnosis system, apparatus, and method | |
| US20240108280A1 (en) | Systems, device, and methods for curly hair assessment and personalization | |
| US20240112491A1 (en) | Crowdsourcing systems, device, and methods for curly hair characterization | |
| Abeydeera et al. | Smart mirror with virtual twin | |
| KR20250029618A (ko) | 가상 시술 결과 예측 ai 솔루션에 기반한 미용 시술 맞춤 추천 방법 | |
| KR20250029619A (ko) | 피부 미용 시술 효과 예측을 위한 이미지 특징 처리 방법 | |
| KR20250029617A (ko) | Ai 기반 합성 네트워크를 통한 의료 시술 결과 예측 시각화 방법 | |
| KR20250040789A (ko) | 맞춤형 메이크업 서비스 제공 방법 및 장치 | |
| WO2025093110A1 (fr) | Génération de données textuelles | |
| JP2025048844A (ja) | システム | |
| KR20250029616A (ko) | 미용 의료 가상 시술 예측을 위한 ai 기반 이미지 합성 방법 |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20200825 |
|
| A977 | Report on retrieval |
Free format text: JAPANESE INTERMEDIATE CODE: A971007 Effective date: 20210922 |
|
| A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20211005 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20220104 |
|
| A02 | Decision of refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A02 Effective date: 20220524 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20220922 |
|
| C60 | Trial request (containing other claim documents, opposition documents) |
Free format text: JAPANESE INTERMEDIATE CODE: C60 Effective date: 20220922 |
|
| A911 | Transfer to examiner for re-examination before appeal (zenchi) |
Free format text: JAPANESE INTERMEDIATE CODE: A911 Effective date: 20221011 |
|
| C21 | Notice of transfer of a case for reconsideration by examiners before appeal proceedings |
Free format text: JAPANESE INTERMEDIATE CODE: C21 Effective date: 20221018 |
|
| A912 | Re-examination (zenchi) completed and case transferred to appeal board |
Free format text: JAPANESE INTERMEDIATE CODE: A912 Effective date: 20221104 |
|
| C211 | Notice of termination of reconsideration by examiners before appeal proceedings |
Free format text: JAPANESE INTERMEDIATE CODE: C211 Effective date: 20221108 |
|
| C22 | Notice of designation (change) of administrative judge |
Free format text: JAPANESE INTERMEDIATE CODE: C22 Effective date: 20221122 |
|
| C22 | Notice of designation (change) of administrative judge |
Free format text: JAPANESE INTERMEDIATE CODE: C22 Effective date: 20230110 |
|
| C13 | Notice of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: C13 Effective date: 20230131 |
|
| A601 | Written request for extension of time |
Free format text: JAPANESE INTERMEDIATE CODE: A601 Effective date: 20230426 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20230526 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20231011 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20231218 |
|
| R150 | Certificate of patent or registration of utility model |
Ref document number: 7407115 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |