SYSTEM AND METHOD FOR EVALUATING DYNAMIC WRINKLES ON KERATINIC MATERIAL FROM A USER TO BE TEST

The system and method address the need for real-time assessment of dynamic wrinkles by using a positioning device and high-speed cameras to capture and analyze images from multiple angles, achieving effective wrinkle evaluation and classification.

FR3138997B1Active Publication Date: 2026-04-10LOREAL SA
View PDF 0 Cites 0 Cited by

Patent Information

Authority / Receiving Office
FR · FR
Patent Type
Patents
Current Assignee / Owner
Filing Date
2022-08-31
Publication Date
2026-04-10

AI Technical Summary

Technical Problem

Current methods lack an efficient and objective solution for assessing dynamic wrinkles on keratinous materials in real time, which is essential for cosmetic evaluation and clinical classification.

Method used

A system and method utilizing a positioning device, high-speed cameras, and a computer device to capture and process images from multiple directions, allowing for real-time evaluation and clinical classification of dynamic wrinkles.

Benefits of technology

Enables real-time, all-in-one assessment of dynamic wrinkles with consistent image capture and analysis, providing a clinical classification and evaluation of wrinkle evolution with facial expressions.

✦ Generated by Eureka AI based on patent content.

Smart Images

  • Figure 00000017_0000
    Figure 00000017_0000
  • Figure 00000017_0001
    Figure 00000017_0001
  • Figure 00000017_0002
    Figure 00000017_0002
Patent Text Reader

Abstract

SYSTEM AND METHOD FOR EVALUATING DYNAMIC WRINKLES ON KERATINIC MATERIAL FROM A USER TO BE TESTED. This disclosure relates to a system and method for evaluating dynamic wrinkles on the keratinic material of a user to be tested. The system comprises: a positioning device configured to position the user; an image acquisition device comprising a first computer circuit configured to obtain images related to the user's facial expressions from simultaneous directions; and a computer device configured to be coupled to the image acquisition device. The computer device includes a memory and a processor, in which the memory stores said images and the processor includes a second computer circuit configured to process said images in order to evaluate dynamic wrinkles.The disclosure can provide an all-in-one solution for simultaneous image capture, repositioning, and storage; it can perform a promising dynamic wrinkle assessment and obtain a clinical classification of dynamic wrinkles. Figure for the abstract: Figure 1.
Need to check novelty before this filing date? Find Prior Art

Description

Title of the invention: SYSTEM AND METHOD FOR EVALUATING DYNAMIC WRINKLES ON KERATINIC MATERIAL FROM A USER TO BE TEST technical field

[0001] The disclosure relates to the field of image processing. More specifically, the disclosure relates to a system and a method for evaluating dynamic wrinkles on the keratinous material of a user to be tested. Context

[0002] Expressions are very frequent in daily life and play an important role in observing signs of aging in users experiencing premature aging. The pattern of expression lines predicts the pattern of future persistent wrinkles. Users who age early tend to have dynamic lines due to facial expressions or tactile gestures. Repeated facial movements cause skin stretching, and previous studies have shown that the pattern of expression lines predicts the pattern of future persistent wrinkles. Given the increasing need for cosmetic assessment, it is essential to establish a relevant, standardized, and user-friendly assessment method to better study and document these changes. However, the state of the art does not currently offer such solutions.

[0003] It is therefore necessary to develop an efficient and objective all-in-one solution to assess in real time the dynamic changes in consumers' wrinkles and / or to evaluate the clinical classification of consumers' dynamic wrinkles. Summary

[0004] The summary is provided to present a selection of concepts in a simplified form, which are further described below in the detailed description. This summary is not intended to identify key features or essential characteristics of the claimed subject matter, nor to be used to limit the scope of the claimed subject matter.

[0005] Various aspects and particularities of the disclosure are described in more detail below.

[0006] According to a first aspect of the disclosure, there exists a system for evaluating dynamic wrinkles on the keratinous material of a user to be tested; said system comprises a positioning device configured to position the user; an image acquisition device comprising a first computer circuit configured to obtain images related to the user's facial expressions from simultaneous directions; a computer device configured to be coupled to the image acquisition device; the computer device comprises a memory and a processor, the memory stores said images and the processor includes a second computer circuit configured to process said images to evaluate dynamic wrinkles.

[0007] In an embodiment of the first disclosure, the positioning device includes a head support configured to hold the user's head and ears and a height ruler configured to define a height of the user's head.

[0008] In one embodiment of the first disclosure, the computer device also includes components for obtaining the image folding effect between different real-time shooting times and the positioning device is further configured to reposition the user so as to obtain the folding effect.

[0009] In one embodiment of the first disclosure, the image acquisition device comprises at least two high-speed cameras configured to simultaneously obtain continuous images related to facial expressions from at least two different sides of the user.

[0010] In one embodiment of the first disclosure, the image acquisition device comprises three high-speed cameras configured to simultaneously obtain continuous images related to facial expressions on the front, left, and right sides of the user.

[0011] In one embodiment of the first disclosure, the system also includes a shelf configured to hold each of the cameras, the shelf being adjustable to change the shooting angles of each of the cameras.

[0012] In an embodiment of the first disclosure, the processor includes a second computer circuit configured to also process said images to obtain a clinical classification of dynamic wrinkles and / or also process these images to obtain the evolution of dynamic wrinkles with facial expression.

[0013] According to a second aspect of the disclosure, there is a method for evaluating dynamic wrinkles on the keratinous material of a user to be tested, the method comprising the following steps: I) positioning of the user; II) obtaining images related to the facial expressions of the user from simultaneous directions; III) storing said images and IV) processing said images to evaluate dynamic wrinkles.

[0014] In one embodiment of the second disclosure, step I consists of holding the user's head and ears and setting a height for the user's head.

[0015] In one embodiment of the second disclosure, step I also includes repositioning the user to achieve a folding effect of the images between different real-time shooting times.

[0016] In one embodiment of the second disclosure, step II also includes the simultaneous high-speed acquisition of continuous images related to facial expressions on the front, left, and right sides of the user.

[0017] In one embodiment of the second disclosure, step II also includes modifying the shooting angles of each of the cameras by adjusting a shelf configured to receive each of the cameras.

[0018] In one embodiment of the second disclosure, step III also includes processing said images to obtain a clinical classification of dynamic wrinkles and / or processing said images to obtain the evolution of dynamic wrinkles with facial expression.

[0019] According to a third aspect of the disclosure, there exists a device for evaluating dynamic wrinkles on the keratinous material of a user to be tested, comprising means of carrying out steps of the method according to the second aspect of the disclosure.

[0020] According to a fourth aspect of the disclosure, a computer-readable medium is provided, instructions are stored on it, and when these instructions are executed, they cause a computer device to perform steps of the method according to the second aspect of the disclosure.

[0021] The disclosure can provide an all-in-one solution for simultaneous image shooting, repositioning and storage; can perform a promising dynamic wrinkle assessment and obtain a clinical classification of dynamic wrinkles. Brief description of the drawings

[0022] The above and other aspects, features, and advantages of various embodiments of the disclosure will become more apparent, by way of example, from the following detailed description with reference to the accompanying drawings, in which similar reference numerals or letters are used to designate similar or equivalent elements. The drawings are illustrated to facilitate a better understanding of the embodiments of the disclosure and are not necessarily drawn to scale, in which:

[0023] [Fig-1] Fig. 1 illustrates a functional diagram of a 100 evaluation system dynamic wrinkles on a user's keratinous material to be tested in accordance with a first aspect of this disclosure.

[0024] [Fig.2] Fig.2 illustrates a first example of application of system 100 in accordance with this disclosure.

[0025] [Fig.3] The [Fig.3] illustrates a second example of application of system 100 in accordance with this disclosure.

[0026] [Fig.4] The [Fig.4] illustrates a functional diagram of a method 400 for evaluating dynamic wrinkles on the keratinous material of a user to be tested in accordance with a second aspect of this disclosure. DETAILED DESCRIPTION

[0027] The embodiments in this document will be described in detail below with reference to the accompanying drawings, in which the embodiments are illustrated. These embodiments in this document can, however, be implemented in many different forms and should not be interpreted as being limited to the embodiments stated herein. The elements in the drawings are not necessarily to scale with respect to each other. Throughout the document, similar numbers refer to similar elements.

[0028] The terminology used in this document is used for the purpose of describing particular embodiments only and is not intended to be restrictive. As used in this document, the singulars "a", "an", "the", and "the" are also intended to include plural forms, unless the context clearly indicates otherwise. It shall also be understood that the terms "includes", "comprising", "contains", and / or "including", when used in this document, specify the presence of the particulars, integers, steps, operations, elements, and / or components indicated, but do not exclude the presence or addition of one or more other particulars, integers, steps, operations, elements, components, and / or groups thereof.

[0029] Unless otherwise defined, all terms (including technical and scientific terms) used in this document have the same meaning as generally accepted. It shall further be understood that a term used in this document shall be interpreted as having a meaning consistent with its meaning in the context of this specification and the relevant art and shall not be interpreted in an idealized or excessively formal sense unless expressly defined in this document.

[0030] The present technology is described below with reference to the schematic diagrams and / or flowchart illustrations of the methods, devices (systems), and / or computer program products according to these embodiments. It is understood that the functional diagrams and / or flowchart illustrations, as well as the combinations of blocks in the functional diagrams and / or flowchart illustrations, can be implemented by software instructions. These software instructions can be provided to a processor, a control device, or a control unit of a general-purpose computer, a specialized computer, and / or other programmable data processing device to to produce a machine, so that the instructions, which execute via the computer processor and / or other programmable data processing device, create means to implement the functions / actions specified in the functional diagrams and / or the flowchart block(s).

[0031] Therefore, this technology can be incorporated into hardware and / or software (including firmware, resident software, microcode, etc.). Furthermore, this technology can take the form of a software product on a computer-usable or computer-readable storage medium having computer-usable or computer-readable program code embedded in the medium for use by or in connection with an instruction-executing system. For the purposes of this document, a computer-usable or computer-readable medium can be any medium that can contain, store, communicate, propagate, or transport the program for use by or in connection with the instruction-executing system, apparatus, or device.

[0032] The embodiments in this document will be described below with reference to the drawings.

[0033] The inventive concept is to provide an all-in-one evaluation solution for capturing standard, real-time, multidirectional dynamic images and videos for dynamic wrinkle evaluation and facial expression analysis.

[0034] Fig. 1 illustrates a functional diagram of a system 100 for evaluating dynamic wrinkles on the keratinous material of a user to be tested in accordance with a first aspect of this disclosure.

[0035] The system 100 includes a positioning device 101 configured to position the user, an image acquisition device 102 comprising a first computer circuit configured to obtain images related to the user's facial expressions from simultaneous directions and a computer device configured to be coupled to the image acquisition device 102, the computer device 103 includes a memory 103a and a processor 103b, in which the memory stores said images and the processor includes a second computer circuit configured to process said images in order to evaluate dynamic wrinkles.

[0036] In a preferred embodiment, the positioning device 101 includes a head support configured to hold the user's head and ears and a height guide configured to define a height for the user's head. This head support and height guide may be separate components or an integrated shelf. Through this arrangement, the user can be initially positioned in terms of height and left-right orientation so that the user remains stable during shooting by the device. Image acquisition device 102. In another preferred embodiment, the user can be repositioned by components within the computer device 103 to achieve an image folding effect between different real-time shooting times. More specifically, after positioning the user for the first time, the image acquisition device 102 obtains a plurality of first images of the user at a first time point, which will be viewed by an operator of the computer device 103; then the image acquisition device 102 obtains a plurality of second images of the user at a second time point, which will be viewed by an operator of the computer device 103.If the operator of the computer device 103 observes that the boundaries of the plurality of the first images and the boundaries of the plurality of the second images are not aligned with each other by components within the computer device 103 to achieve the image folding effect between real-time shooting times, the user can be repositioned by adjusting the head support and the height ruler to achieve the image folding effect between the different real-time shooting times. During the repositioning process, the user to be tested is first precisely positioned by adjusting the angles and positions of their face. Then, if necessary, the height of the head, ears, etc., is adjusted. This multiple repositioning process can help the operator obtain consistent images from different time points, which is essential for the method of evaluating images of cosmetic products.

[0037] In a preferred embodiment, the image acquisition device 103 comprises at least two high-speed cameras configured to simultaneously obtain continuous images related to facial expressions from at least two different sides of the user. In another preferred embodiment, the image acquisition device 103 comprises three high-speed cameras configured to simultaneously obtain continuous images related to facial expressions from the front, left, and right sides of the user. In other words, a first high-speed camera is located in front of the user, a second high-speed camera is located to the left of the user, and a third high-speed camera is located to the right of the user. These three high-speed cameras can obtain continuous images related to facial expressions from three directions.

[0038] High-speed cameras can capture continuous high-speed images using a computer device; these can be converted into demonstration videos for later viewing and analysis by anyone. Through the operator's voice instructions and the videos, the user being tested is guided to perform consistent facial expressions at different times. For example, during image capture, the user can relax their facial muscles, Keep them relaxed and express the following expressions: smile, broad smile, eye roll, anger, etc. Thanks to these three high-speed cameras, a series of images ranging from neutral expressions to various expressions such as smile, broad smile, eye roll, and anger can be captured at different times. In a disclosure example, the term "high speed" could mean at least 1,000 frames per second, 2 billion frames per second, etc. However, in the context of disclosure, "high speed" is not limited to such values ​​but can be defined by the user upon request.

[0039] In a preferred embodiment, each of these cameras can be located on a specially designed and adjustable shelf that can be adjusted to flexibly change the shooting angles of each camera. This shelf is equipped with an adjustable element that allows for easy adjustment of the cameras' shooting angles.

[0040] The computer device 103 is configured to be coupled to the image acquisition device 102 via a wireless connection such as Wi-Fi, Bluetooth, or a wired connection. The direct view and images from different viewpoints can be viewed on a screen of the computer device 103. The memory 103a of the computer 103 records the acquired images in real time. The processor 103b integrated into the computer device 103 can analyze the acquired images to evaluate dynamic wrinkles.

[0041] In a preferred embodiment, the 103b processor can analyze the obtained images to obtain an evolution of dynamic wrinkles with facial expression. In one example, a region of interest is selected from the obtained images, from neutral expressions to maximized expressions; this region of interest is analyzed to obtain the evolution of dynamic wrinkles. Of course, the disclosure is not limited to such an example.

[0042] In another preferred embodiment, the 103b processor can analyze the acquired images to obtain a clinical classification of dynamic wrinkles. In one example, the clinical classification is obtained by a dermatologist based on the aging atlas or by artificial intelligence technology for the acquired images. Of course, disclosure is not limited to such an example.

[0043] The computing device 103 may be, for example, a service provider's server, a customer-associated device (e.g., a client device), a system-on-a-chip, and / or any other suitable computing device or computer system. In various implementations, the computing device 103 may take on a variety of different configurations. For example, the computing device 103 may be implemented as a computer-like device, including a personal computer, a desktop computer, a multi-monitor computer, a laptop, a mini-laptop, etc. The computing device 103 It can also be implemented as a mobile-like device that includes mobile devices such as mobile phones, portable music players, portable gaming devices, tablets, multi-screen computers, etc. The computing device 103 can also be implemented as a television-like device that includes a device with a generally larger screen in a simple viewing environment or connected to it. These devices include televisions, set-top boxes, game consoles, etc.

[0044] In one embodiment, the computer circuitry comprises, among other things, one or more computing devices such as a processor (for example, a microprocessor, a quantum processor, a qubit processor, etc.), a central processing unit (CPU), a digital signal processor (DSP), an application-specific integrated circuit (ASIC), a field-programmable gate array (FPGA), etc., or any combination thereof, and may include electronic elements or components of discrete digital or analog circuits or combinations thereof. In one embodiment, the computer circuitry comprises one or more ASICs having a plurality of predefined logic components. In one embodiment, each of the computer circuits mentioned in the disclosure comprises one or more FPGAs, each having a plurality of programmable logic components.

[0045] In one embodiment, each of the computer circuits mentioned in the disclosure comprises one or more electrical circuits, printed circuits, flexible circuits, electrical conductors, electrodes, cavity resonators, conductive traces, ceramic pattern electrodes, electromechanical components, transducers, etc.

[0046] In one embodiment, each of the computer circuits mentioned in the disclosure comprises one or more components operationally coupled (for example, coupled communicatively, electromagnetically, magnetically, ultrasonically, optically, inductively, electrically, capacitively, wirelessly, and otherwise) to each other. In one embodiment, the circuit set comprises one or more components located remotely. In one embodiment, the components located remotely are operationally coupled, for example, via wireless communication. In one embodiment, the components located remotely are operationally coupled, for example, via one or more communication modules, receivers, transmitters, transceivers, etc.

[0047] In one embodiment, each of the computer circuits mentioned in the disclosure includes a memory that, for example, stores instructions or information. Non-limiting examples of memory include volatile memory (e.g., random access memory (RAM), dynamic random access memory (DRAM), and other), non-volatile memory (e.g., read-only memory (ROM), electrically erasable read-only memory (EEPROM), read-only compact disc (CD-ROM), and others), persistent memory, etc. Other non-limiting examples of memory include erasable read-only memory (EPROM), flash memory, etc. In one embodiment, the memory is coupled, for example, to one or more computing devices by one or more instructions, information, or power buses. In one embodiment, each of the computing circuits mentioned in the disclosure includes one or more databases stored in memory. In one embodiment, each of the computing circuits mentioned in the disclosure includes one or more lookup tables stored in memory.

[0048] In one embodiment, each of the computer circuits includes one or more computer-readable media players, interface jacks, universal serial bus (USB) ports, memory card slots and others, and one or more input / output components such as, for example, a graphical user interface, a display device, a keyboard, a numeric keypad, a trackball, a joystick, a touch screen, a mouse, a switch, a dial, etc., and any other peripheral device.In one embodiment, each computer circuit mentioned in the disclosure includes one or more user input / output components that are operationally coupled to at least one computer device configured to control (electrical control, electromechanical control, software implementation, firmware implementation, or other control, or combinations thereof) at least one parameter associated, for example, with the determination of one or more tissue thermal properties reactive to detected shifts in the activation voltage.

[0049] In one embodiment, each of the computer circuits mentioned in the disclosure comprises electrical circuits forming a universal computer device configured by a computer program (for example, a universal computer configured by a computer program that implements at least partially some of the processes and / or devices described in this document, or a microprocessor configured by a computer program that implements at least partially some of the processes and / or devices described in this document), a set of electrical circuits forming a memory device (for example, types of memory (for example, random access, flash, read-only, etc.)), a set of electrical circuits forming a communication device (for example, a modem, a communication switch, optical-electrical equipment, etc.), and / or any device similar to the latter but not electrical, such as an optical or other analog.

[0050] Thanks to the 100 system, disclosure can capture in real time dynamic wrinkles in the form of facial expressions coming from several directions at once, in photo or video format.

[0051] In a preferred embodiment, the system 100 can also evaluate the effect of the cosmetic product before and after use of the cosmetic product for a predefined period, as shown in [Fig.2] and [Fig.3].

[0052] Fig. 2 illustrates a first example of application of system 100 in accordance with the invention.

[0053] In the first example, the dynamic wrinkles to be tested are crow's feet. System 100 is used to observe the effect of a cosmetic product on a user before and after using that cosmetic product for a predefined period. In the first example, the cosmetic product could be an anti-wrinkle cream that can be applied to any area of ​​the user's body, and the predefined period could be set at four weeks.

[0054] Before using this anti-wrinkle cream, a first set of ten continuous images is obtained by the image acquisition device 102 throughout the entire process, from the user's neutral expression to the user's maximum expression. For example, this first set of ten continuous images can be obtained by three high-speed cameras with three flashlights, respectively, from the front, left side, and right side of the user simultaneously. Only ten continuous images are shown, and any number of images can be used in the context of disclosure. Memory 103a stores this first set of ten continuous images in real time, and the crow's feet area in these images is analyzed to obtain ten clinical ratings for the crow's feet area, as based on the aging atlas, as shown in a curve with small inverted triangles in [Fig. 2].

[0055] Similarly, after applying this anti-wrinkle cream for four weeks, a second set of ten continuous images is obtained by the image acquisition device 102 throughout the entire process, from the user's neutral expression to their maximum expression. For example, this second set of ten continuous images can be obtained by three high-speed cameras with three flashlights positioned simultaneously in front of, to the left of, and to the right of the user. Memory 103a stores this second set of ten continuous images in real time and analyzes the crow's feet area in these images to obtain ten clinical scores for the crow's feet area, based on the aging of the atlas, as illustrated in a curve with small solid dots in [Fig. 2].

[0056] As shown in [Fig. 2], from a comparison between two curves for T0 and T4w, it can be seen that ten clinical notations for crow's feet wrinkles before and after using this anti-wrinkle cream, wrinkles are reduced throughout the process, from the user's neutral expression to the user's maximum expression, and therefore the anti-wrinkle effect for the crow's feet area is evident.

[0057] Fig. 3 illustrates a second example of application of system 100 according to the invention.

[0058] In the second example, the dynamic wrinkles to be tested are the nasolabial folds. System 100 is used to observe the effect of a cosmetic product on a user before and after using that cosmetic product for a predefined period. In the second example, the cosmetic product could also be an anti-wrinkle cream that can be applied to any area of ​​the user's body, and the predefined period could be set at four weeks.

[0059] Before using this anti-wrinkle cream, an initial set of ten continuous images is obtained by the image acquisition device 102 throughout the entire process, from the user's neutral expression to their maximum expression. For example, this initial set of ten continuous images can be obtained by three high-speed cameras with three flashlights, respectively, from the front, left side, and right side of the user simultaneously. Only ten continuous images are shown, and any number of images can be used in the context of disclosure. Memory 103a stores this initial set of ten continuous images in real time, and the nasolabial fold area of ​​these images is analyzed to obtain ten clinical scores for the nasolabial fold area, as illustrated in a curve with small inverted triangles in [Fig. 3].

[0060] Similarly, after four weeks of using this anti-wrinkle cream, a second set of ten continuous images is obtained by the image acquisition device 102 throughout the entire process, from the user's neutral expression to the user's maximum expression. For example, this second set of ten continuous images can be obtained by three high-speed cameras with three flashlights positioned simultaneously in front of, to the left of, and to the right of the user. Memory 103a stores this second set of ten continuous images in real time, and the nasolabial fold area in these images is analyzed to obtain ten clinical scores for the nasolabial fold area, as based on the aging atlas, as shown in a curve with small solid dots in [Fig. 3].

[0061] As shown in [Fig.2], from a comparison between two curves for T0 and T4w, it can be seen that ten clinical ratings for the nasolabial folds before and after the use of this anti-wrinkle cream are reduced throughout the process, from the user's neutral expression to the user's maximum expression, and therefore the anti-wrinkle effect for the nasolabial fold area is evident.

[0062] Figures 2 and 3 are merely examples of the disclosure and technical solutions for evaluating the effect of a cosmetic product by observing the evolution of dynamic wrinkles with facial expression. According to the disclosure, the effect of the cosmetic product can be easily observed for dynamic wrinkles on any area of ​​the user's body.

[0063] Figure 4 illustrates a functional diagram of a method 400 for evaluating dynamic wrinkles on the keratinous material of a user to be tested in accordance with a second aspect of this disclosure.

[0064] On block 401, the user to be tested is positioned by the positioning device 101. The positioning device 101 includes a head support configured to hold the user's head and ears and a height guide configured to define the user's head height. This head support and height guide can be separate components or an integrated shelf. With this arrangement, the user can be initially positioned in terms of height and left-right orientation so that the user remains stable during image capture by the image acquisition device 102. In another preferred embodiment, the user can be repositioned by components within the computing device 103 to achieve a fold-out effect in the images between different real-time shooting times.More specifically, after positioning the user for the first time, the image acquisition device 102 obtains a plurality of first images of the user at a first time point which will be viewed by an operator of the computer device 103; then the image acquisition device 102 obtains a plurality of second images of the user at a second time point which will be viewed by an operator of the computer device 103.If the operator of the computer device 103 observes that the boundaries of the plurality of the first images and the boundaries of the plurality of the second images are not aligned with each other by components within the computer device 103 to achieve the image folding effect between real-time shooting times, the user can be repositioned by adjusting the head support and the height ruler to achieve the image folding effect between the different real-time shooting times. During the repositioning process, the user to be tested is first precisely positioned by adjusting the angles and positions of their face. Then, if necessary, the height of the head, ears, etc., is adjusted. This multiple repositioning process can help the operator obtain consistent images from different time points, which is essential for the method of evaluating images of cosmetic products.

[0065] At block 402, images related to the user's facial expressions from simultaneous directions are obtained at high speed by the acquisition device of images. In a preferred embodiment, images of the user's facial expressions from at least two different sides (preferably three sides, namely front, left, and right) are obtained simultaneously by at least two (preferably three) high-speed cameras. The high-speed cameras can capture continuous images at high speed using a computing device; these images can be converted into demonstration videos for later viewing and analysis by anyone. Through the operator's voice instructions and the videos, the user being tested is guided to perform consistent facial expressions at different times. For example, during image capture, the user can relax their facial muscles, keep them relaxed, and express the following: smiling, broadly smiling, raising their eyes, becoming angry, etc.Thanks to these three high-speed cameras, a series of images ranging from neutral expressions to various expressions such as smiling, broad smiles, rolling eyes, and angry expressions can be captured at different times. In a preferred embodiment, the method also includes changing the shooting angles of each camera by adjusting a shelf configured to hold each camera. In such a preferred embodiment, each of these cameras can be located in a specially designed and adjustable shelf that can be adjusted to flexibly change the shooting angles of each camera. This shelf has an adjustable element that allows for easy adjustment of the cameras' shooting angles.

[0066] At block 403, these images are stored in real time. Later, at block 404, these images are processed to evaluate dynamic wrinkles. Dynamic image analysis is performed using an automated image analysis method, which makes it possible to measure the evolution of dynamic lines with facial expressions. In one example, a region of interest is selected from the obtained images, ranging from neutral expressions to maximized expressions; this region of interest is analyzed to obtain the evolution of dynamic wrinkles. Of course, the disclosure is not limited to such an example.

[0067] In a preferred embodiment, Method 400 also includes processing said images to obtain a clinical classification of dynamic wrinkles. In one example, the clinical classification is obtained by a dermatologist using an aging atlas or by artificial intelligence technology for the images obtained. Of course, disclosure is not limited to such an example.

[0068] In a preferred embodiment, method 400 can also evaluate the effect of the cosmetic product before and after use of the cosmetic product for a predefined period.

[0069] According to the publication, an apparatus is intended to evaluate the dynamic wrinkles on the keratin material of a user to be tested, the apparatus comprising means of executing the method according to each step of the method 500.

[0070] In accordance with the disclosure, a readable computer medium is provided, the instructions are stored there, and when executed, they force a computer device to execute each step of method 400.

[0071] The disclosure can provide an all-in-one solution for image shooting, repositioning and storage simultaneously; can perform a promising dynamic wrinkle assessment and obtain a clinical classification based on the Atlas.

[0072] One embodiment of the disclosure may be a manufactured article in which a machine-readable, non-transient medium (such as microelectronic memory) on which instructions (e.g., computer code) are stored that program one or more data processing components (generally referred to in this document as a "processor") to perform the operations described above. In other embodiments, some of these operations may be performed by specific hardware components that contain hardwired logic (e.g., dedicated digital filter blocks and state machines). Alternatively, these operations may be performed by any combination of programmed data processing components and fixed hardwired circuit components.

[0073] Although the embodiments have been illustrated and described in this document, it will be understood by those skilled in the art that various changes and modifications can be made, and equivalents can be substituted for elements thereof, without departing from the true scope of the present technology. Furthermore, numerous modifications can be made to suit a particular situation and current learning without departing from its core scope. Therefore, it is intended that the present embodiments are not limited to the particular embodiment disclosed as the best envisaged for implementing the present technology, but that the present embodiments include all embodiments within the scope of the appended claims.

Claims

Demands

1. System (100) for evaluating dynamic wrinkles on the keratinous material of a user to be tested, in which the system includes: a positioning device (101) configured to position the user; an image acquisition device (102) comprising a first computer circuit configured to simultaneously obtain images related to the user's facial expressions from directions;a computer device (103) configured to be coupled to the image acquisition device (102), the computer device (103) comprising a memory (103a) and a processor (103b), the memory (103a) storing said images and the processor (103b) comprising a second computer circuit configured to process said images in order to evaluate dynamic wrinkles, in which the image acquisition device (102) comprises at least two cameras with a speed of at least 1000 frames per second, configured to simultaneously obtain continuous images related to the facial expressions of at least two different sides of the user.

2. System (100) according to claim 1, wherein the positioning device (101) comprises a head support configured to hold the user's head and ears and a height ruler configured to set the user's head height.

3. System (100) according to any one of claims 1 to 2, the system (100) also includes a shelf configured to receive each of the cameras, the shelf being adjustable to change the shooting angles of each of the cameras.

4. System (100) according to any one of claims 1 to 3, wherein the processor (103b) comprises a second computer circuit configured to also process said images in order to obtain a clinical classification of dynamic wrinkles and / or also process said images to obtain the evolution of dynamic wrinkles with facial expression.

5. A method (400) for evaluating dynamic wrinkles on the keratinous material of a user to be tested, the method comprising the following steps: I. positioning the user (401); II. simultaneously obtaining images related to the user's facial expressions from different directions (402); III. storing said images (403) and IV. processing said images to evaluate dynamic wrinkles (404), step II comprising simultaneously obtaining at a speed equal to at least 1000 images per second continuous images related to the facial expressions from at least two different sides of the user.

6. Method according to claim 5, step I comprising: holding the user's head and ears and defining a height of the user's head.

7. A method according to any one of claims 5 to 6, step II (402) also comprising: the simultaneous high-speed acquisition of continuous images related to facial expressions of the front, left and right sides of the user.

8. A method according to any one of claims 5 to 7, step III (403) comprising: processing said images to obtain a clinical classification of dynamic wrinkles and / or processing said images to obtain the evolution of dynamic wrinkles with facial expression.

9. Readable computer medium on which instructions are stored which, when executed, cause a computer device to carry out the process according to any one of claims 5 to 8.