KR20130103153A - Customized virtual fitting method for article of eye - Google Patents

Customized virtual fitting method for article of eye Download PDF

Info

Publication number
KR20130103153A
KR20130103153A KR1020120024560A KR20120024560A KR20130103153A KR 20130103153 A KR20130103153 A KR 20130103153A KR 1020120024560 A KR1020120024560 A KR 1020120024560A KR 20120024560 A KR20120024560 A KR 20120024560A KR 20130103153 A KR20130103153 A KR 20130103153A
Authority
KR
South Korea
Prior art keywords
virtual
fitting
customer
glasses
photographic image
Prior art date
Application number
KR1020120024560A
Other languages
Korean (ko)
Inventor
이영준
Original Assignee
주식회사 퍼비스코리아
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by 주식회사 퍼비스코리아 filed Critical 주식회사 퍼비스코리아
Priority to KR1020120024560A priority Critical patent/KR20130103153A/en
Publication of KR20130103153A publication Critical patent/KR20130103153A/en

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • G06Q30/0641Shopping interfaces
    • G06Q30/0643Graphical representation of items or shoppers
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services

Landscapes

  • Business, Economics & Management (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • General Physics & Mathematics (AREA)
  • Economics (AREA)
  • Engineering & Computer Science (AREA)
  • Strategic Management (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Tourism & Hospitality (AREA)
  • Finance (AREA)
  • Accounting & Taxation (AREA)
  • Development Economics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Resources & Organizations (AREA)
  • Primary Health Care (AREA)
  • Processing Or Creating Images (AREA)

Abstract

BACKGROUND OF THE INVENTION 1. Field of the Invention [0001] The present invention relates to a custom eyeglass and contact lens virtual fitting method and system, and more particularly, to photographing a face of a customer (customer) and fitting an eye item composed of virtual contact lenses and glasses to a photographic image. Custom-made eyeglasses and contact lenses virtual fittings to virtually shop a variety of eye items such as fashion and vision correction glasses, color lenses and vision correction lenses, and then choose the actual eye items that suit your customers It relates to a method and a system thereof.
Custom glasses and contact lens virtual fitting method according to the present invention comprises the steps of (a) taking a customer's face and recalling a photographic image; (b) adjusting the photographic image size and position of the customer; (c) retrieving eye item related data consisting of virtual contact lenses and glasses; And (f) fitting the selected eye item to the photographic image of the customer.

Description

CUSTOMIZED VIRTUAL FITTING METHOD FOR ARTICLE OF EYE}

The present invention relates to a custom glasses and contact lens virtual fitting method and system,

More specifically, photographing the face of the customer (user) and fitting and fine-tuning an eye item made of virtual contact lenses and glasses to the photographic image to adjust fashion and vision glasses or color lenses and vision correction lenses, etc. The present invention relates to a custom eyeglasses and contact lens virtual fitting method and system for virtually shopping a variety of eye items and selecting a real eye item suitable for a customer.

Conventionally, a system for virtually selecting a hairstyle or clothes using a computer, a server, and a network has been proposed.

An example is Patent Registration No. 0777787 (November 13, 2007) [Electronic Hair Coordination System and Method],

The registered patent relates to an electronic hair coordination system and method for extracting a facial contour image from a photographic image of a user and synthesizing the extracted contour image and hairstyle image to generate a hair coordination image.

There is also a patent registration No. 0934475 (December 21, 2009) [How to wear virtual clothing]

The registered patent registers its body type and picture on a mobile terminal and then downloads it by inputting the code number of the clothing to be worn, thereby virtually wearing the downloaded apparel on the picture of the user. It is about.

On the other hand, there is a Patent Publication No. 2010-0026981 (March 10, 2010) [system and method for checking the actual identity of wearing clothing and body jewelry],

The published patent is provided at a predetermined position of a store to receive a video of the user and the user's video, and receives the user's video, the user overlaps the desired product to create the wearing image so that the user can easily purchase the product The present invention relates to a system for identifying a person and the method of wearing clothing and body ornaments.

In addition, there is a Patent Publication No. 2011-0019159 (February 25, 2011) [hair styling demo system and method],

This relates to a hair styling demo system and method for rendering a hair style generated directly by a user and displaying the resulting image.

However, these prior arts are fashion items, but are not related to technologies that can be applied directly or indirectly to customer-specific virtual fitting systems of eyeglasses or contact lenses belonging to the quasi-medical device for vision correction.

Accordingly, the present invention photographs the face of the customer (user) and fits and fine-tunes an eye item consisting of virtual contact lenses and glasses to a photographic image, and adjusts fashion and vision glasses or color lenses and vision correction lenses, etc. Custom-made eyeglasses and contact lenses that let you virtually shop through a variety of eye items and then select the actual eye item that suits your customers so you can actually print images close to the state when you wear glasses or contact lenses. It is an object of the present invention to provide a virtual fitting method and a system thereof.

In another aspect, the present invention provides a customized eyeglasses and contact lenses virtual fitting method and system for dividing eye items into eyeglasses and contact lenses, and further subdividing eyeglasses and contact lenses into vision correction and fashion use as needed to improve the reality of the fitting state. It aims to provide.

Furthermore, the present invention stores a standard face image broken down by country, race, gender, age, etc., and classifies glasses and lenses by category to make a database, thereby selecting eye items suitable for a customer's face shape and face size. It is an object of the present invention to provide a custom eyeglass and contact lens virtual fitting method and a system for easily, facilitating and optimizing.

In addition, the present invention provides a customized eyeglasses and contact lens virtual fitting method for providing an optimized virtual image close to the actual glasses to the customer according to the state, such as the thickness of the spectacle lens by inputting eyesight for the eye correction eye item and It is an object to provide the system.

Another object of the present invention is to provide a customized glasses and contact lens virtual fitting method and system for providing a virtual image by selecting a masking area according to the iris of an eye when the eye item is a contact lens. .

Custom glasses and contact lens virtual fitting method according to the present invention in order to achieve the above object

(a) taking a user's face and loading a photo image;

(b) adjusting a user's photographic image size and position;

(c) retrieving eye item related data consisting of virtual contact lenses and glasses; And

(f) fitting the selected eye item to the user's photographic image;

Is done through.

In addition, in the customized glasses and contact lens virtual fitting method according to the present invention

If the eye item is a virtual contact lens, the (f) fitting step includes (f1a) selecting a masking area based on the pupil of the photographic image, (f1b) wearing a virtual contact lens, and (f1c) virtual Moving and adjusting the contact lens,

When the eye item is virtual glasses, in step (a), a part or all of the front, left, right, top, and bottom surfaces of the user is photographed, and the (f) fitting step includes (f2a) a part or a photographic image. (F2b) fine-tuning some or all of the adjustment factors of the glasses size, height, rotation, and shading in relation to the wearing state,

(D) outputting the automatic temporary fitting state of the selected eye item after step (c); (e) It is preferable to further go through the step of inputting the user's vision (frequency) measured in advance.

Furthermore, the customized glasses and contact lens virtual fitting system according to the present invention

Memory in which the program is stored;

A processor coupled to the memory to execute the program;

The processor by the program

(a) take your face and load photo images,

(b) adjust your photo image size and position;

(c) retrieve the eye item related data consisting of virtual contact lenses and glasses, and

(f) fitting the selected eye item to the user's photographic image

It is made by creating and printing the item fitting image for each user.

After the step (c), it is preferable that the step (d) further outputs the automatic temporary fitting state of the selected eye item, and (e) inputs a previously measured visual acuity (frequency) of the user.

Customized glasses and contact lens virtual fitting method and system according to the present invention by taking a picture of the customer (user) and fitting and fine-tuning the eye item consisting of virtual contact lenses and glasses to the photographic image and fashion and You can virtually shop a variety of eye items, such as vision glasses or color lenses and vision lenses, and then choose the actual eye item that suits your customers. Images can be printed closely, and eye items can be divided into eyeglasses and contact lenses, and eyeglasses and contact lenses can be subdivided into vision correction and fashion applications as needed to further enhance the reality of fitting conditions. It stores standard facial images broken down by gender, age, and more. By classifying the database into database, it is possible to easily, easily and optimize the selection of the eye item that matches the customer's face shape and face dimension. According to the state of the customer can provide an optimized virtual image close to the actual glasses, and if the eye item is a contact lens to provide the best virtual image by selecting the masking area according to the eye's iris.

1 is a schematic block diagram of a custom eyeglass and contact lens virtual fitting system in accordance with the present invention.
2A and 2B are diagrams representing an image of a fitting system for an eye item when it is a contact lens.
2A and 2B are diagrams representing the image of the fitting system for the eye item when the glasses.

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS The present invention will now be described in detail with reference to the accompanying drawings.

The present invention may be modified in various ways and may have various forms, and thus embodiments (or embodiments) will be described in detail in the text. However, this is not intended to limit the present invention to the specific form disclosed, it should be understood to include all modifications, equivalents, and substitutes included in the spirit and scope of the present invention.

In each of the drawings, the same reference numerals, in particular, the tens and ones digits, or the same digits, tens, ones, and alphabets refer to members having the same or similar functions, and unless otherwise specified, each member in the figures The member indicated by the reference numeral may be regarded as a member conforming to these criteria (.

In addition, in the drawings, the components are exaggerated in size (or thickness), in size (or thickness), in size (or thickness), or in a simplified form or simplified in view of convenience of understanding. It should not be.

The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. Singular expressions include plural expressions unless the context clearly indicates otherwise. In the present application, the term " comprising " or " consisting of ", or the like, refers to the presence of a feature, a number, a step, an operation, an element, a component, But do not preclude the presence or addition of one or more other features, integers, steps, operations, components, parts, or combinations thereof.

Unless defined otherwise, all terms used herein, including technical or scientific terms, have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. Terms such as those defined in commonly used dictionaries are to be interpreted as having a meaning consistent with the contextual meaning of the related art and are to be interpreted as either ideal or overly formal in the sense of the present application Do not.

Custom glasses and contact lens virtual fitting system according to the present invention is provided for each ophthalmology, optician,

As shown in FIG. 1, users U-1, U2... U-n, such as individual customers, hospital workers, and optician shopkeepers, may access the manager server M through the network N to use a fitting system.

That is, a user, a hospital worker, or an optician storekeeper (which may be a franchise pseudonym) who wants to purchase glasses online through a network such as the Internet may access a website of the manager server M.

In this case, face images of individual customers or hospital and optician customers (for example, only front images or images taken at various angles) may be transmitted to the manager server M through a network.

The manager server M performs an eye item fitting process with an input / output unit M1 connected to an external device such as a monitor, a printer, a scanner, or a network N, and transmits the result to a user terminal or an external display device. The control part M2 which outputs is provided.

In addition, a user database D1 is provided, which stores customer information, face image data, measured face dimension information, face shape information, and the like, and the user information database D1 stores user IDs and passwords. When the same user accesses the network, customer identification information necessary for authentication or for distinguishing images for each user may be stored.

It may also include personal information about the customer for customer care such as the customer's name, age, gender and address.

The face image database 124 may store image capturing images of some or all of a face of a customer, front, left, right, top, bottom, and a specific angle (for example, 270 degrees left and right sides) for each customer. The manager server M stores the face image stored in the face image data of the user database D1 and the standard face image subdivided by country, race, gender, age, etc. into the standardized face image database D2. The image can be used to calculate the customer's face dimensions (face width, width of the eyes, distance from the side face to the ear, etc.) and to compare the best virtual item fitting image with the manually adjusted fitting image to drive customer choice. Can be.

In addition, there is a lens and glasses database (D3) stored in various eye categories, such as fashion and vision correction glasses, color lenses, and vision correction lenses, which are associated with the manager server (M). It is.

Furthermore, there is a wearing image database D4 for each user (customer) that is already taken, which is linked to the manager server M, and upgrades the standardized face image database D2 or manages the next visited customer. It can be used for various services for customer satisfaction.

Custom glasses and contact lens virtual fitting method of the present invention using such a system, as shown in Figures 2a to 3b,

(a) taking a user's face and loading a photo image;

(b) adjusting a user's photographic image size and position;

(c) retrieving eye item related data consisting of virtual contact lenses and glasses;

(d) outputting an automatic temporary fitting state of the selected eye item; And

(e) inputting a previously measured visual acuity (frequency) of the user;

(f) fitting the selected eye item to the user's photographic image;

Is done through.

Steps (a) to (f) may be performed in alphabetical order or, if necessary, in any order.

If necessary, the step (a) may be modified in the form of (f1) fitting the selected eye item in step (c) to the specialized model instead of the user's face. At this time, the server-side database is provided with various specialized model image storage units.

In this case, step (a0) further includes a step in which a user selects an image of himself or a professional model (or a photograph or avatar).

When selecting a professional model image

(a1-b) selecting a desired professional model (selecting a model image (standard hair style (or hair style) and clothing state));

(a2-b) selecting clothes or hairstyles or all of the selected professional model images;

The system can be constructed such that only steps (a1-b), or (a1-b) and (a2-b) are provided.

Also when choosing your own image

(a1-a) photographing a user's face and loading a photo image;

(a2-a) selecting clothes or hairstyles, or both, on the selected photograph of yourself;

Also, the system may be constructed such that only steps (a1-a), or (a1-a) and (a2-a) are provided.

When the eye item is a virtual contact lens

The (f) fitting step

(f1a) selecting a masking area based on the pupils of the photographic image,

(f1b) wearing the virtual contact lens, and

(f1c) It is preferable to proceed through the step of fine-tuning by moving the virtual contact lens.

If the eye item is virtual glasses,

In step (a), a part or all of the front, left, right, top, and bottom surfaces of the user is photographed.

The (f) fitting step

(f2a) wearing virtual glasses on some or all of the photographic image,

(f2b) It is preferable to proceed through the step of fine-tuning some or all of the adjustment factors of the glasses size, height, rotation, shading in relation to the wearing state.

Furthermore, the customized glasses and contact lens virtual fitting system of the present invention can be carried out in hospitals and optician stores or through a network,

In this case, the fitting system basically includes a memory in which a program is stored;

And a processor coupled to the memory to execute the program.

The processor is further configured by the program

(a) take your face and load photo images,

(b) adjust your photo image size and position;

(c) retrieve the eye item related data consisting of virtual contact lenses and glasses,

(d) output the automatic temporary fitting status of the selected eye item,

(e) enter the user's pre-measured vision (frequency),

(f) Controlled by fitting the selected eye item to the user's photo image.

Although the conventionally known techniques of the virtual fitting system are omitted in the above description, those skilled in the art can easily infer, infer and reproduce them.

In the above description of the present invention, a fitting method and a system having a specific order and process are described with reference to the accompanying drawings. However, the present invention can be variously modified, changed, and replaced by those skilled in the art. Substitutions should be construed as falling within the protection scope of the present invention.

Claims (6)

(a) taking a customer's face and retrieving a photographic image;
(b) adjusting the photographic image size and position of the customer;
(c) retrieving eye item related data consisting of virtual contact lenses and glasses; And
(f) fitting the selected eye item to the customer's photographic image;
Custom eyeglasses and contact lenses virtual fitting.
The method of claim 1,
The eye item is a virtual contact lens,
The (f) fitting step
(f1a) selecting a masking area based on the pupils of the photographic image,
(f1b) wearing the virtual contact lens, and
(f1c) Custom eyeglasses and contact lenses virtual fitting method comprising the step of moving and fine-tuning the virtual contact lens.
The method of claim 1,
The eye item is a virtual glasses,
In step (a), a part or all of the front, left, right, top, and bottom surfaces of the customer are photographed.
The (f) fitting step
(f2a) wearing virtual glasses on some or all of the photographic image,
(f2b) Customizing spectacles and contact lens virtual fitting methods comprising the step of fine-tuning some or all of the adjustment factors of eyeglass size, height, rotation, and shading in relation to wearing conditions.
The method according to any one of claims 1 to 3,
After step (c)
(d) outputting an automatic temporary fitting state of the selected eye item;
(e) entering a pre-measured vision (frequency) of the customer
Custom glasses and contact lenses virtual fitting method characterized in that further go through.
A memory in which a program is stored;
A processor coupled to the memory to execute the program;
The processor by the program
(a) take the customer's face and retrieve the photographic image;
(b) resize and position the customer's photographic image;
(c) retrieve the eye item related data consisting of virtual contact lenses and glasses, and
(f) fitting the selected eye item to the customer's photographic image
Custom eyeglasses and contact lenses virtual fitting system to create and print customer-specific item fitting images.
The method of claim 5, wherein
After step (c)
(d) output the automatic temporary fitting status of the selected eye item,
(e) Custom eyeglasses and contact lens virtual fitting systems further comprising inputting a pre-measured vision of the customer.
KR1020120024560A 2012-03-09 2012-03-09 Customized virtual fitting method for article of eye KR20130103153A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
KR1020120024560A KR20130103153A (en) 2012-03-09 2012-03-09 Customized virtual fitting method for article of eye

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020120024560A KR20130103153A (en) 2012-03-09 2012-03-09 Customized virtual fitting method for article of eye

Publications (1)

Publication Number Publication Date
KR20130103153A true KR20130103153A (en) 2013-09-23

Family

ID=49452627

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020120024560A KR20130103153A (en) 2012-03-09 2012-03-09 Customized virtual fitting method for article of eye

Country Status (1)

Country Link
KR (1) KR20130103153A (en)

Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101520778B1 (en) * 2014-11-28 2015-05-18 (주) 뷰엠테크놀로지 Method, apparatus and computer program executing the method for fitting contact lens virtually
KR20160002426A (en) * 2014-06-27 2016-01-08 주식회사 브이플랩 A device of virtual fitting and a method of the same
KR101922713B1 (en) 2018-08-31 2019-02-20 이준호 User terminal, intermediation server, system and method for intermediating optical shop
KR20190114603A (en) 2018-03-30 2019-10-10 경일대학교산학협력단 Apparatus for performing virtual fitting using cyclic artificial neural network, method thereof and computer recordable medium storing program to perform the method
KR20190114604A (en) 2018-03-30 2019-10-10 경일대학교산학협력단 Mirrored apparatus for performing virtual fitting using artificial neural network, method thereof and computer recordable medium storing program to perform the method
KR20190114602A (en) 2018-03-30 2019-10-10 경일대학교산학협력단 Apparatus for performing virtual fitting using multi-level artificial neural network, method thereof and computer recordable medium storing program to perform the method
KR20190119212A (en) 2018-03-30 2019-10-22 경일대학교산학협력단 System for performing virtual fitting using artificial neural network, method thereof and computer recordable medium storing program to perform the method
KR20190122955A (en) * 2018-04-23 2019-10-31 (주)이스트소프트 Apparatus for processing image using artificial neural network, method thereof and computer recordable medium storing program to perform the method
KR20200075541A (en) * 2018-12-18 2020-06-26 김재윤 Eyeglasses try-on simulation method
KR102271063B1 (en) * 2020-08-18 2021-06-29 정윤호 Method for performing virtual fitting, apparatus and system thereof
KR102394021B1 (en) * 2021-03-23 2022-05-04 윤경태 Method for user adaptive recommendation of contact lenses and apparatus for performing the method
KR20220075482A (en) 2020-11-30 2022-06-08 주식회사 띵킹프렌즈 Virtual Glasses Fitting System and Method

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20160002426A (en) * 2014-06-27 2016-01-08 주식회사 브이플랩 A device of virtual fitting and a method of the same
WO2016085085A1 (en) * 2014-11-28 2016-06-02 (주)뷰엠테크놀로지 Contact lens virtual fitting method and device, and computer program for executing contact lens virtual fitting method
KR101520778B1 (en) * 2014-11-28 2015-05-18 (주) 뷰엠테크놀로지 Method, apparatus and computer program executing the method for fitting contact lens virtually
KR20190119212A (en) 2018-03-30 2019-10-22 경일대학교산학협력단 System for performing virtual fitting using artificial neural network, method thereof and computer recordable medium storing program to perform the method
KR20190114603A (en) 2018-03-30 2019-10-10 경일대학교산학협력단 Apparatus for performing virtual fitting using cyclic artificial neural network, method thereof and computer recordable medium storing program to perform the method
KR20190114604A (en) 2018-03-30 2019-10-10 경일대학교산학협력단 Mirrored apparatus for performing virtual fitting using artificial neural network, method thereof and computer recordable medium storing program to perform the method
KR20190114602A (en) 2018-03-30 2019-10-10 경일대학교산학협력단 Apparatus for performing virtual fitting using multi-level artificial neural network, method thereof and computer recordable medium storing program to perform the method
KR20190122955A (en) * 2018-04-23 2019-10-31 (주)이스트소프트 Apparatus for processing image using artificial neural network, method thereof and computer recordable medium storing program to perform the method
KR101922713B1 (en) 2018-08-31 2019-02-20 이준호 User terminal, intermediation server, system and method for intermediating optical shop
KR20200075541A (en) * 2018-12-18 2020-06-26 김재윤 Eyeglasses try-on simulation method
KR102271063B1 (en) * 2020-08-18 2021-06-29 정윤호 Method for performing virtual fitting, apparatus and system thereof
WO2022039450A1 (en) * 2020-08-18 2022-02-24 정윤호 Method, apparatus, and system for providing virtual fitting service
KR20220075482A (en) 2020-11-30 2022-06-08 주식회사 띵킹프렌즈 Virtual Glasses Fitting System and Method
KR102394021B1 (en) * 2021-03-23 2022-05-04 윤경태 Method for user adaptive recommendation of contact lenses and apparatus for performing the method
WO2022203132A1 (en) * 2021-03-23 2022-09-29 윤경태 User-customized contact lens recommendation method and apparatus for performing same method
JP2023522284A (en) * 2021-03-23 2023-05-30 ユン、キョン-テ User-customized contact lens recommendation method and apparatus for performing such method

Similar Documents

Publication Publication Date Title
KR20130103153A (en) Customized virtual fitting method for article of eye
US11428960B2 (en) Method and system to create custom, user-specific eyewear
US20190228448A1 (en) System, Platform and Method for Personalized Shopping Using a Virtual Shopping Assistant
US20190188784A1 (en) System, platform, device and method for personalized shopping
US20240078584A1 (en) System Platform and Method for Personalized Shopping Using an Automated Shopping Assistant
EP3182362A1 (en) Method and sytem for evaluating fitness between eyeglasses wearer and eyeglasses worn thereby
US20230377012A1 (en) System, platform and method for personalized shopping using an automated shopping assistant
US20180247356A1 (en) Computer implemented platform for the creation of a virtual product
KR102174053B1 (en) A method for operating a glasses fitting system using a smart mirror
KR20220079274A (en) Method of glasses wearing simulation
KR20220075482A (en) Virtual Glasses Fitting System and Method
KR20240023725A (en) Method for Recommending Doppelganger Fashion Goods

Legal Events

Date Code Title Description
WITN Withdrawal due to no request for examination