CN114632274B - Ultrasonic beautifying, fat-reducing and slimming device and method - Google Patents

Ultrasonic beautifying, fat-reducing and slimming device and method Download PDF

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CN114632274B
CN114632274B CN202210183164.7A CN202210183164A CN114632274B CN 114632274 B CN114632274 B CN 114632274B CN 202210183164 A CN202210183164 A CN 202210183164A CN 114632274 B CN114632274 B CN 114632274B
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information
customer
skin
slimming
fat
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CN114632274A (en
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宋旭阳
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Beijing Hengshen Zhongxin Technology Co ltd
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Beijing Hengshen Zhongxin Technology Co ltd
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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
    • A61N7/00—Ultrasound therapy
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
    • A61N7/00—Ultrasound therapy
    • A61N2007/0004—Applications of ultrasound therapy
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
    • A61N7/00—Ultrasound therapy
    • A61N2007/0004—Applications of ultrasound therapy
    • A61N2007/0008—Destruction of fat cells
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
    • A61N7/00—Ultrasound therapy
    • A61N2007/0004—Applications of ultrasound therapy
    • A61N2007/0034—Skin treatment

Abstract

The invention relates to an ultrasonic beautifying, fat-reducing and slimming device and method, wherein the method comprises the steps of obtaining identity information of a customer; acquiring positioning information in real time; acquiring pressure information in real time; acquiring process image information in real time; matching the process image information, the positioning information and the pressure information with the same time stamp; processing and analyzing the process image information to obtain skin characteristic data; judging whether historical data matched with the customer exists in the historical data of the customer identity information, if so, determining the use effect of the ultrasonic beautifying, fat reducing and slimming integrated equipment according to the historical data matched with the customer and the skin characteristic data in the process image information; and generating the physiotherapy report information by combining the process image information, the positioning information, the pressure information and the using effect. This application has the effect that helps customer to master the physiotherapy effect of self skin.

Description

Ultrasonic beautifying, fat-reducing and slimming device and method
Technical Field
The application relates to the field of ultrasonic beautifying, fat reducing and slimming technologies, in particular to an ultrasonic beautifying, fat reducing and slimming device and method.
Background
Because the vibration frequency of the ultrasonic wave exceeds 2 kilohertz, and the ultrasonic wave has mechanical action, warm action, chemical action and stronger penetrating power, the effects of beautifying, reducing fat, slimming, whitening, improving skin quality and the like can be achieved by utilizing the ultrasonic wave.
At present, beauty services provided by beauty salons to customers are all realized by handheld devices with ultrasonic beauty, fat reduction and slimming functions. In the process of physical therapy, only the hand-held device needs to perform physical therapy on the part needing skin improvement for 15-20 minutes.
However, after a customer completes a cosmetic physical therapy through the handheld device, the skin physical therapy effect obtained by the customer is difficult to control, which is not beneficial for the user to better monitor the skin physical therapy effect.
Disclosure of Invention
The utility model aims at providing an integrative equipment of ultrasonic wave cosmetology, fat reduction and slimming, have the characteristics that help customer to master the physiotherapy effect of self skin.
The above object of the present application is achieved by the following technical solutions:
an ultrasonic cosmetic, fat-reducing and slimming integrated apparatus, comprising:
a display area, an operation area and an ultrasonic wave generation area for transmitting ultrasonic waves;
the ultrasonic wave generating area is arranged at one end of the ultrasonic beautifying, fat reducing and slimming integrated equipment and is connected with a pressure sensor and a miniature camera; the pressure sensor is used for collecting pressure applied to a physical therapy part by the ultrasonic beautifying, fat reducing and slimming integrated equipment, and the miniature camera is used for shooting a skin image of the physical therapy part;
the operation area is provided with a plurality of entity keys for setting the ultrasonic beautifying, fat reducing and slimming integrated equipment and inputting customer identity information;
the display area is used for displaying the working state information of the ultrasonic beautifying, fat reducing and slimming integrated equipment and the entered customer identity information;
the ultrasonic beautifying, fat reducing and slimming integrated equipment is internally provided with a positioning device which is used for being matched with an externally arranged positioning system to position the ultrasonic beautifying, fat reducing and slimming integrated equipment.
Through adopting above-mentioned technical scheme, when using ultrasonic wave cosmetic, subtract fat and integrative equipment of slim body, pressure sensor can acquire the pressure value of applying in the use, and skin image can be shot to miniature camera head, sets up and to supply the user to type in the entity button of operation area customer identity information, and positioner can discern the position of ultrasonic wave cosmetic, subtract fat and integrative equipment of slim body, handles above-mentioned information, can obtain reflecting the physiotherapy effect to help customer master the physiotherapy effect of self skin.
The present application may be further configured in a preferred example to: the pressure sensor and the miniature camera are embedded in the ultrasonic wave generating area.
The present application may be further configured in a preferred example to: the plane where the pressure sensor and the miniature camera are located is not higher than the plane where the ultrasonic wave generating area is located.
By adopting the technical scheme, the user can acquire the skin image and the applied pressure value under the condition of not influencing the use in the process of using the ultrasonic beautifying, fat reducing and slimming integrated equipment.
The present application may be further configured in a preferred example to: the plurality of entity keys comprise an on-off key, a mode key, an intensity key and a confirmation key.
The second purpose of the application is to provide an ultrasonic beautifying, fat-reducing and slimming method which has the characteristic of helping customers to master the physical therapy effect of the skin of the customers.
The second application object of the present application is achieved by the following technical scheme:
an ultrasonic beautifying, fat-reducing and slimming method, comprising the following steps:
acquiring customer identity information, wherein the customer identity information comprises the name of a customer and physical therapy report information of the customer each time;
acquiring positioning information in real time, wherein the positioning information reflects the position information of the ultrasonic beautifying, fat reducing and slimming integrated equipment on the body of the customer;
acquiring pressure information in real time, wherein the pressure information reflects the acting force on the body of the customer in the process of using the ultrasonic beautifying, fat reducing and slimming integrated equipment;
acquiring process image information in real time, wherein the process image information reflects the skin of the body of the customer when the customer uses the ultrasonic beautifying, fat-reducing and slimming integrated equipment;
matching the process image information, the positioning information and the pressure information with the same time stamp;
processing and analyzing the process image information through an image recognition network to acquire skin characteristic data in the process image information;
judging whether historical data matched with the customer exists in the historical data of the customer identity information, if so, determining the use effect of the ultrasonic beautifying, fat reducing and slimming integrated equipment according to the historical data matched with the customer and the skin characteristic data in the process image information;
generating the current physiotherapy report information by combining the process image information, the positioning information, the pressure information and the using effect;
and sending the physiotherapy report information to client equipment matched with the customer.
Through adopting above-mentioned technical scheme, carry out analysis processes to the customer identity information who acquires, locating information, pressure information and process image information, can carry out analysis to customer's physiotherapy process to obtain the skin characteristic data that can characterize the skin state from it, compare this skin characteristic data with the skin characteristic data in the customer's past physiotherapy report information, obtain the result of use that can reflect physiotherapy effect. This physiotherapy report information that combines process image information, locating information, pressure information and result of use to generate can be convenient for client to know this physiotherapy specific case and the problem that the physiotherapy in-process exists, and then help client to master the physiotherapy effect of self skin.
The application may be further configured in a preferred example to: the method for processing and analyzing the process image information through the image recognition network to acquire the skin characteristic data in the process image information comprises the following steps:
constructing an image recognition network model;
training the skin pattern to obtain a trained image recognition network model;
and identifying the process image information by using the trained image identification network model to obtain skin characteristic data, wherein the skin characteristic data at least comprises skin chromaticity, skin smoothness and average area of skin pores.
The application may be further configured in a preferred example to: the method for judging whether the historical data matched with the customer exists in the historical data of the customer identity information further comprises the following steps: and when the historical data matched with the customer does not exist in the historical data of the customer identity information, generating the current physiotherapy report information by combining the process image information, the positioning information and the pressure information.
The present application may be further configured in a preferred example to: the method for determining the using effect of the ultrasonic beautifying, fat-reducing and slimming integrated equipment according to the history data matched with the customer and the skin characteristic data in the process image information comprises the following steps:
calling out corresponding physical therapy report information in the historical data according to the requirements of customers so as to obtain corresponding skin characteristic data;
comparing each item in the two skin characteristic data independently to obtain a ratio result of each item;
and accumulating the ratio result of each item according to the weight ratio of the skin chromaticity, the skin smoothness and the average area of skin pores to obtain the using effect.
The present application may be further configured in a preferred example to: the ratio results are: and calculating the ratio of the difference value of the current physical therapy and the previous physical therapy in a certain item of the skin characteristic data to the value of the previous physical therapy.
The present application may be further configured in a preferred example to: the method for generating the physiotherapy report information by combining the process image information, the positioning information, the pressure information and the using effect comprises the following steps:
forming pixel images corresponding to the positioning information, and counting the accumulated physical therapy duration of each pixel image in the process image information;
judging whether the accumulated physical therapy duration of each pixel image is within the standard physical therapy duration range of the skin corresponding to each pixel image or not, and writing the judgment result into the physical therapy report information;
and acquiring real-time pressure information matched with each pixel image in the process image information, respectively judging whether the corresponding pressure information of each pixel image in the process image information reaches the standard pressure, and if not, writing the pressure information, the corresponding positioning information and the time identification into the physiotherapy report information.
In summary, the present application includes at least one of the following beneficial technical effects:
through the obtained customer identity information, the positioning information, the pressure information and the process image information, the obtained skin characteristic data can represent the skin state, and the skin characteristic data of the time is compared with the skin characteristic data in the past physical therapy report information of the customer so as to obtain the using effect capable of achieving the physical therapy effect. This physiotherapy report information that combines process image information, locating information, pressure information and result of use to generate to the problem that exists among the specific conditions and the physiotherapy process of this physiotherapy is known to the customer, and then helps the customer to master the physiotherapy effect of self skin.
Drawings
Fig. 1 is a schematic application environment diagram of an ultrasonic cosmetic, fat-reducing and slimming device according to an embodiment of the present application.
Fig. 2 is a schematic structural diagram of an ultrasonic cosmetic, fat-reducing and slimming apparatus according to an embodiment of the present application.
Fig. 3 is a schematic flow chart of an ultrasonic cosmetic, fat-reducing, and slimming method according to an embodiment of the present application.
In the figure, 1, ultrasonic beauty treatment, fat reduction and slimming integrated equipment; 2. an ultrasonic wave generation region; 3. a display area; 31. a display screen; 4. an operation area; 41. an entity control key; 5. a pressure sensor; 6. a miniature camera head.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some embodiments of the present application, but not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
In addition, the term "and/or" herein is only one kind of association relationship describing an associated object, and means that there may be three kinds of relationships, for example, a and/or B, which may mean: a exists alone, A and B exist simultaneously, and B exists alone. In addition, the character "/" herein generally indicates that the former and latter related objects are in an "or" relationship, unless otherwise specified.
The application provides an ultrasonic beautifying, fat-reducing and slimming method based on ultrasonic beautifying, fat-reducing and slimming integrated equipment, which is mainly used in beauty and physiotherapy places such as beauty parlors and physiotherapy parlors and individuals.
Referring to fig. 1 and 2, the ultrasonic beauty, fat-reducing and slimming integrated apparatus 1 is a hand-held apparatus, which can be conveniently used by a user. The ultrasonic beautifying, fat reducing and slimming integrated equipment 1 comprises an ultrasonic generating area 2, a display area 3 and an operating area 4, wherein the ultrasonic generating area 2 is positioned at the end part of the equipment and can generate ultrasonic waves so as to carry out ultrasonic physical therapy on the skin of a certain part of a body. The display area 3 is through setting up a display screen 31 on equipment to realize showing the function, specifically can show basic information such as date, time and connection signal intensity, can also show information such as mode of operation and operating time, make the user in time know physiotherapy information through display screen 31. For the convenience of user operation, the display screen 31 is preferably a touch screen. Of course, a plurality of physical keys 41 including on-off keys, mode keys, intensity keys, and enter keys are also provided in the operation area 4. Typically, the operating region 4 will be shaped to facilitate gripping by a user.
In addition, the ultrasonic beauty, fat-reducing and slimming integrated apparatus 1 is provided with data acquisition devices such as a pressure sensor 5 and a micro camera 6. Specifically, the pressure sensor 5 is disposed in the ultrasonic wave generating region 2, and may be at the edge of the ultrasonic wave generating region 2 or inside the ultrasonic wave generating region 2, so as not to affect the use of the ultrasonic beautifying, fat-reducing and slimming integrated apparatus 1. Similarly, the micro-camera 6 is also installed at the edge of the ultrasonic wave generation region 2 of the integrated ultrasonic beauty, fat-reducing and slimming apparatus 1. In the embodiment of the present application, the pressure sensor 5 and the micro-camera 6 are preferably embedded in the ultrasonic wave generating region 2, and preferably, the plane of the two is not higher than the plane of the ultrasonic wave generating region 2, so as to facilitate the collection when the ultrasonic beautifying, fat reducing and slimming integrated device 1 is used.
To beauty and physical therapy places such as beauty parlor, physical therapy parlor, etc., a special physical therapy room is generally arranged so that physical therapists can use ultrasonic beauty, fat reducing and slimming integrated equipment 1 to carry out physical therapy on customers. The physiotherapy room is provided with a plurality of physiotherapy beds for customers to carry out physiotherapy.
It will be appreciated that a positioning system is provided in a room of a beauty shop, which positioning system may be located at a higher position in the room, such as a roof. When a customer enters a physiotherapy room for physiotherapy, the customer needs to lie down on a physiotherapy bed arranged in the physiotherapy room to keep a fixed posture, and then a physiotherapist holds the ultrasonic beautifying, fat reducing and slimming integrated equipment 1 in hand to perform physiotherapy on other parts of the customer, such as the face, arms, shoulders, legs and the like. Wherein, be provided with the positioner with positioning system wireless connection in the integrative equipment 1 of ultrasonic wave beauty treatment, fat reduction and slimming for the physical therapist can hand ultrasonic wave beauty treatment, fat reduction and integrative equipment 1 of slimming when carrying out the physiotherapy to each position of customer, obtains the position that integrative equipment 1 of ultrasonic wave beauty treatment, fat reduction and slimming is located the customer's health in real time.
It is worth to say that the ultrasonic wave has the characteristics of high frequency, good directionality, strong penetrating power, large tension and the like. When transmitted into a substance, can generate violent forced vibration and generate directional force and heat energy. When the ultrasonic wave acts on the skin of a human body, the blood circulation of the skin is enhanced, the metabolism is promoted, the permeability of the skin is improved, and meanwhile, the penetration of medicines or various nutrients and active substances through the skin or mucous membranes is promoted, so that the cosmetic purpose of skin care is achieved. The mechanical action of the composition can cause cell vibration, enhance metabolism and permeability of cell membrane, improve blood and lymph circulation, improve tissue regeneration ability, and soften connective tissue. The physical and chemical effects are mainly reflected in the poly-stage reaction and the depolymerization reaction. The polymerization reaction has strong promotion effect on the regeneration of damaged tissues. The depolymerization reaction reduces the viscosity of the macromolecule, and the medicine is depolymerized under the action of ultrasonic waves. The medicine viscosity is reduced, which is beneficial to the penetration and absorption of the medicine and increases the curative effect of the medicine.
Specifically, the ultrasonic wave is a mechanical vibration wave having a frequency of more than 2 khz and not causing normal human hearing, and the vibration wave has a mechanical action, a thermal action, and a chemical action.
Wherein, the mechanical action means: the ultrasonic wave has strong power and large energy, and can make skin cells vibrate along with the ultrasonic wave to generate a fine effect and change the volume of the cells when acting on the face, thereby improving the circulation of local blood and lymph, enhancing the permeability of the cells, improving the metabolism and the regeneration capacity of tissues, softening the tissues, stimulating the nervous system and the functions of the cells, and enabling the skin to be rich in luster and elasticity.
Warming refers to: the temperature of the skin surface can be increased through the warming effect of the ultrasonic wave, so that the blood circulation is accelerated, the nutrients of skin cells are increased, the nerve excitability is reduced, the pain relieving effect is achieved, the spastic muscle fibers are relaxed, and the spasmolytic effect is achieved. The heat of the ultrasonic wave is generated internally, 79 to 82 percent of the heat is carried away from the action area by blood, and 18 to 21 percent of the heat is dispersed into adjacent tissues by heat conduction, so that the patient has no obvious heat sensation.
The chemical action means that: the ultrasonic wave can enhance the catalytic ability, accelerate the metabolism of skin cells, change tissues to the alkaline direction, and relieve the acidosis and pain accompanied by skin inflammation. The ultrasonic wave can improve the permeability of cell membranes, depolymerize nutrients and medicines, facilitate the absorption of nutrients by skin, facilitate the penetration of medicines into bacteria and improve the sterilization capability.
In summary, the ultrasonic beauty, fat reduction, and slimming integrated apparatus 1 can improve the skin and body shape of a user based on ultrasonic waves.
Of course, besides ultrasonic wave, full spectrum color light can be matched to assist in improving skin quality. Specifically, the method comprises the following steps. The yellow light can mainly restore skin luster and improve darkness; blue light is primarily capable of improving sensitive skin; the red light mainly can decompose pigment and fade color spots. Green, violet, orange and brown lights are primarily responsible for wrinkle removal and maintenance.
Fig. 3 is a flowchart of an ultrasonic beautifying, fat-reducing and slimming method according to an embodiment of the present application.
An ultrasonic cosmetic, fat-reducing, slimming method, as shown in figure 3, comprising:
step S101: acquiring customer identity information;
in this embodiment, specifically: the name of the customer is obtained. For example: before a customer starts physical therapy, a physical therapist presses a start key in the ultrasonic beautifying, fat reducing and slimming integrated equipment, the ultrasonic beautifying, fat reducing and slimming integrated equipment can send out a voice prompt, namely 'please input your name', at the moment, the customer can perform keyboard entry through a soft keyboard in a touch screen of the ultrasonic beautifying, fat reducing and slimming integrated equipment, and confirmation is completed after the name is entered. Because an ultrasonic wave is cosmetic, fat reduction and integrative equipment of slimming is the equipment that can carry out the physiotherapy to many customers, and its inside can store many physiotherapy report information, so in order to carry out better management to these physiotherapy report information, before customer carries out the physiotherapy, ultrasonic wave is cosmetic, fat reduction and integrative equipment of slimming all will acquire customer's name to classify and arrange numerous physiotherapy report information, so that call out with customer assorted physiotherapy report information under the condition that customer has the needs.
That is, after the customer completes the entry of the name, the processor of the integrated ultrasonic cosmetic, fat-reducing and slimming apparatus can automatically acquire the customer identification information of the customer.
Step S102: acquiring positioning information in real time;
it will be appreciated that a positioning system is provided in a physiotherapy room of a beauty shop, and that the positioning system may be provided in a higher position in the physiotherapy room, such as on the roof. When a customer enters a physiotherapy room for physiotherapy, the customer needs to lie down on a physiotherapy bed arranged in the physiotherapy room to keep a fixed posture, and then a physiotherapist holds the ultrasonic beautifying, fat reducing and slimming integrated equipment to perform physiotherapy on the face, arms, shoulders, legs and other parts of the customer. Wherein, be provided with the positioner with positioning system wireless connection in the cosmetic, fat-reducing of ultrasonic wave and integrative equipment of slimming for the physical therapist can hand the cosmetic, fat-reducing of ultrasonic wave and integrative equipment of slimming when carrying out the physiotherapy to each position of customer, acquires the cosmetic, position that fat-reducing of ultrasonic wave and integrative equipment of slimming is located the customer on the health in real time, in order to form locating information.
The positioning system is widely used in life as a positioning tool, for example, when a user opens an app for positioning, such as a gold map and a Tencent map, in a mobile phone terminal, the position of the user at that time is marked in a picture according to the positioning system of the mobile phone terminal. The specific communication interaction principle is not described herein in detail.
Step S103: acquiring pressure information in real time;
specifically, the pressure information refers to a specific numerical value of an acting force applied to a certain part of the body of a customer by a physical therapist holding the ultrasonic beautifying, fat reducing and slimming integrated equipment. The pressure information can be detected in real time by using a pressure sensor. Pressure sensing is the most common sensor in industrial practice, and generally comprises a pressure sensitive element and a signal processing unit, and can convert a pressure signal into an electric signal according to a certain rule.
Considering that only the ultrasonic wave generating area can contact the body of a customer when the handheld ultrasonic beautifying, fat reducing and slimming integrated equipment is used, the pressure sensor can be arranged at the edge of the ultrasonic wave generating area, and the specific position of the pressure sensor does not influence the use of the ultrasonic beautifying, fat reducing and slimming integrated equipment.
Step S104: process image information is acquired in real time.
It is understood that the procedure image information is information for recording an image of the skin throughout the treatment procedure. The process image information specifically can adopt miniature camera to shoot to when the physiotherapy is carried out to customer to the handheld ultrasonic wave cosmetic, fat reduction and the integrative equipment of slimming of physical therapist, can accurately shoot the skin of the position of carrying out the physiotherapy. Of course, the shot content may be a still image or a moving image.
It is worth explaining that the positioning information, the pressure information and the process image information which are acquired in real time in one physiotherapy have influence on the physiotherapy effect of the physiotherapy, so that the positioning information, the pressure information and the process image information which are monitored and acquired in real time can be beneficial to analyzing the reason that the effect is not good when the physiotherapy effect of the physiotherapy is not ideal, and the client can make more pertinence when the client carries out the physiotherapy again. It should be noted that the reason for the poor effect may be the problem of the ultrasonic beauty, fat reduction and slimming device, may also be related to the physique of the customer, and may also be that when the physical therapist uses the ultrasonic beauty, fat reduction and slimming device, the physical therapist does not exert force in place at a certain moment, and the specific reason for the poor effect needs to be further analyzed through the positioning information, the pressure information and the process image information.
Step S105: matching the process image information, the positioning information and the pressure information which have the same time mark.
Specifically, since the process image information, the positioning information, and the pressure information are all acquired in real time, whichever of the process image information, the positioning information, and the pressure information is acquired corresponds to a time stamp. The process image information, the positioning information and the pressure information can be matched one by using the same time mark. In this process, the process image information is acquired, and usually, the time stamp is automatically matched in the process image information. When the positioning information and the pressure information are obtained, the positioning device and the pressure sensor can be respectively connected with the processor, the positioning information and the pressure information are respectively uploaded to the processor, and meanwhile, the processor can automatically capture the time marks corresponding to the positioning information and the pressure information. To facilitate a more intuitive understanding and analysis, the same time-stamped positioning information and pressure information may be marked in the same time-stamped process image information, i.e., on a still image or a moving image in the process image information.
It should be noted that, although the positioning device and the pressure sensor can detect positioning and pressure in real time, when acquiring corresponding positioning information and pressure information, the positioning information and the pressure information can only be acquired at a set certain frequency, and even if the acquisition frequency is very high, the acquired positioning information and the acquired pressure information are also discrete.
Step S106: and processing and analyzing the process image information through an image recognition network to obtain skin characteristic data in the process image information.
It should be noted that the image recognition network is an image recognition technology that recognizes images by classifying and extracting important features and excluding redundant information, and the machine recognition speed is faster and more accurate than that of the human brain recognition images. For example, pathological image recognition, namely, pathological images are collected, sorted and learned at the same time, and an algorithm comparison experiment is completed and analyzed, so that the pathological images are optimally recognized, and the recognition rate of the pathological images is improved; and the application in the aspects of military affairs and public security investigation is also wider.
The skin characteristic data are the main parameters for determining the effect of the treatment, and include at least skin color, skin smoothness and average area of skin pores. Skin color refers to the whiteness of the skin, with lower numbers giving a whiter skin. Skin smoothness refers to the degree of smoothness of the skin, and relates to the density, depth and other factors of the skin, and the higher the value, the smoother the skin. The average area of skin pores is the average of the pore areas of all pores on the skin, and lower values mean smaller pores. The process image information is processed and analyzed through the image recognition network, and the image recognition network can acquire specific numerical values of skin chromaticity, skin smoothness and skin pore average area from the process image information.
Optionally, step S106 includes the following steps (steps S1061-S1063)
Step S1061: constructing an image recognition network model;
the multi-layer neural network model includes an input layer, a hidden layer, and an output layer. Wherein, the hidden layer abstracts the characteristics of the input data to another dimension space to show more abstracted characteristics, which comprises a convolution layer, a pooling layer and a full connection layer. The convolution layer performs dimension reduction and feature extraction on the input image through convolution operation, but the dimension of the feature image is high, and the calculation is time-consuming, which easily causes overfitting. Therefore, posing, namely pooling operation is introduced, the pooling layer is subjected to further dimension reduction, the size of the model can be reduced, the calculation speed is increased, and the overfitting probability is reduced. The full-link layer can integrate all the previous useful feature information extraction, but the full-link layer can also be omitted, and the effect of the full-link layer can be realized by convolution operation.
Step S1062: training the skin pattern to obtain a trained image recognition network model;
the skin pattern may be composed of a number of known skin images, and may specifically be various skin images gathered on a network. In general, the image recognition network model needs to learn a skin pattern and extract skin feature data from a skin image in the skin pattern. After the image recognition network model finishes learning, before the image recognition network model is applied to actual recognition work, the image recognition network model needs to be tested through a test pattern to detect whether the image recognition network model can correctly recognize skin characteristic data. The test pattern may be various skin images collected on the network. And when the image recognition network model is tested successfully, obtaining the trained image recognition network model.
Step S1063: and identifying the process image information by using the trained image identification network model to obtain skin characteristic data.
It should be noted that the calculation methods for different skin feature data are different. For example: in some embodiments, the processor is pre-configured with a skin tone scale that aggregates multiple skin tone images and arranges the multiple skin tone values in order of dark and white. Taking the measuring scale of 16 skin complexion degrees as an example, the skin complexion degree value corresponding to white is 1, and the skin complexion degree value corresponding to the darkest skin complexion is 16. When the processor processes the process image information, the process image information is compared to the skin tone measurement scale. When the comparison is performed, two adjacent skin color degrees are generally selected to be compared with the process image information, and finally, the skin color degree closest to the process image information is selected as the skin color degree of the process image information, and the skin color degree value corresponding to the skin color degree value is obtained.
When the processor analyzes the smoothness of the skin, the process image information is subjected to preprocessing of histogram equalization and image segmentation so as to enhance the image and the environmental contrast which are important for the subsequent feature extraction processing, and simultaneously some irrelevant image features are blurred or eliminated, so that the error can be reduced by the post-stage feature extraction and analysis.
Further, the histogram is the gray value probability. Histogram equalization transforms the histogram of the original graph into a more uniform histogram form. To implement histogram equalization, first, a histogram of a given original image to be studied and detected is counted. And then, transforming by adopting a cumulative distribution function according to the counted histogram. And finally, replacing the old gray value with the new gray value. This allows the gray values to be combined equally or approximately so that the intensity of the light and dark for the same skin in the image is the same, while the contrast for different skins is more apparent, thereby enhancing the overall contrast of the image. The skin in the histogram equalized image is obviously different from the irrelevant environment outside the skin. The person in the image after histogram equalization has clear edges and corners, no obvious reflection phenomenon exists on the face, the overall contrast of the image is obviously enhanced, and the texture image provided for a computer can be analyzed more clearly.
Image segmentation, i.e. image detection, requires the separation of the skin under investigation from the external environment. Because the color of the surrounding environment is different from the color of the skin of the human face, the color space can be established to clearly express the color information of the skin of the human body in the image to be processed, so that the aims of segmenting the image and highlighting the characteristic information to be detected can be fulfilled. It will be appreciated that among the wide variety of color spaces, the RGB color space is the most fundamentally most convenient one. Generally, when an image is taken, the RGB color space is used for recording the color information of the image. The RGB color space based on the three RGB basic colors of nature superimposes the red, green and blue colors in the space during the program, and thus can generate almost all other colors. Although this RGB color space has the advantage of being easy to understand, its disadvantages are also very significant: its uniformity is very poor and is easily affected by the brightness of the light. For this reason, it is preferable to convert the most frequently used RGB color space into the HSV color space, which is more easily distinguished. In the HSV color space, H represents hue, V represents lightness, and S represents saturation. Since the luminance component and the chrominance component are separated and have no direct connection with each other, the picture segmentation in this HSV color space is more advantageous. The HVS color space is more human-perceptible to nuances and variations in color than the RGB color space.
For example, there are two points in the image, and the gray scale difference between them is: (2, 3, 1), if the point is distributed in the whole image, and the respective gray scale difference between the point and the 8 adjacent points around the point is calculated, then the calculated times of each gray scale difference are counted, so as to draw a histogram of the gray scale difference of the whole image according to the calculated times of each gray scale difference. And finally, calculating the gray difference according to the drawn histogram, and then taking the probability p of different values.
In the process of analyzing the extracted characteristic information, when the probability p1 that the gray value with a larger value is calculated is large, the skin is fine and smooth; if the probability p2 that the gray value of a smaller value is calculated is large, it indicates that the skin is rough. Here, for the purpose of facilitating the contrast of the improvement effect of the physical therapy, the probability p1 that a larger value of the gradation value is calculated is used as a reference.
After the process graphics information is converted to the HVS color space, pores are automatically detected and the average pore area is calculated by performing image thresholding on the pore image. Specifically, the threshold value of S is divided first. Let omega i0 Is the proportion of target pixel points omega when the i gray level is taken as a threshold value i1 For the corresponding background pixel point ratioExample, μ i0 Is the average value of the gray levels of the target pixels, mu i1 If the average value of the gray levels of the background pixels is obtained, the inter-class variance of the ith gray level of S is defined as:
σ i 2 ＝ω i0 ω i1 (μ i0 -μ i1 ) 2
the maximum between-class variance corresponds to the threshold of the optimal saturation S, i.e.:
σ s optimal threshold 2 ＝max(σ i 2 )(i∈[0，255])
Similarly, the maximum inter-class variance threshold of the brightness V can be obtained by using the above algorithm. It should be noted that the saturation S is greatly interfered by skin texture, the brightness V is greatly interfered by hair, and the pore region cannot be accurately extracted from the result obtained by segmenting the saturation S or the brightness V alone. Since the image containing pores has high brightness and high saturation characteristics, the two images after threshold segmentation processing can be phase-aligned with a mask. In addition, due to the uneven skin and other reasons, some noise points exist in the segmentation result, which further affects the detection precision, and specifically, noise interference can be removed by adopting methods such as expansion operation, corrosion operation and opening operation before detection.
The pore regions in the pore image obtained after processing by the processor can be identified, the area of each pore can be calculated by calculating the area of each pore contour, and the sum of the pore areas of the detected pores is divided by the number of detected pores to obtain the average pore area.
Step S107: judging whether historical data matched with the customer exists in the historical data of the customer identity information, if so, executing step S108; if not, S109 is executed.
Step S108: determining the use effect of the ultrasonic beautifying, fat reducing and slimming integrated equipment according to the historical data matched with the customer and the skin characteristic data in the process image information;
step S109: and generating the physiotherapy report information by combining the process image information, the positioning information and the pressure information.
It is understood that when the customer performs the physiotherapy several times, there is history data of the physiotherapy report information in the history data matched thereto. When a customer carries out physical therapy for the first time, the historical data matched with the customer does not exist in the historical data of the identity information of the customer, so that the relevant historical data cannot be called out to be compared with the condition of the physical therapy, and the physical therapy report information can be generated only according to the process image information, the positioning information and the pressure information, namely the physical therapy report information comprises the process image information, the positioning information, the pressure information and the skin characteristic data.
Optionally, step S108 includes the following steps (steps S1081-S1083)
Step S1081: calling out corresponding physical therapy report information in the historical data according to the requirements of customers so as to obtain corresponding skin characteristic data;
because the beautifying, fat-reducing and slimming effects generated by physical therapy take a period of time to become effective, customers can accurately know the self physical therapy effect. The customer can select the physiotherapy report information at any time for reference.
Step S1082: comparing each item in the two pieces of skin characteristic data separately to obtain a ratio result of each item;
the ratio result of each item can be obtained by calculating the ratio of the difference value of the current therapy and the previous therapy in a certain item of the skin characteristic data to the value of the previous therapy. In particular, the present invention relates to a method for producing,
Figure BDA0003522475490000111
Figure BDA0003522475490000121
Figure BDA0003522475490000122
it is worth noting that if the ratio of one item results in more than 100%, this is a better improvement in this respect. In order to facilitate further analysis of the ratio result, when the ratio of a certain term exceeds 100%, the further analysis is carried out according to the ratio result of 1.
Step S1083: and accumulating the ratio result of each item according to the weight ratio of the skin chromaticity, the skin smoothness and the average area of skin pores to obtain the using effect.
The use effect is a comprehensive effect obtained by combining the results of the ratio of skin chromaticity, skin smoothness and average area of skin pores, and the overall effect of the physical therapy can be represented. Specifically, a weight ratio can be preset for three parameters of skin chromaticity, skin smoothness and average area of skin pores, and then the using effect is obtained through accumulation. According to the importance of three parameters of skin chromaticity, skin smoothness and skin pore average area, various weight ratios can be preset so as to meet the requirements of different customers. In some embodiments, if the customer looks more at the whitening effect, such a weight ratio may be preset: skin color: skin smoothness: skin pore mean area = 4. Similarly, the customer can preset the corresponding weight ratio by emphasizing the fine and smooth degree of the skin. Of course, when the customer does not specify the weight ratio, the skin color: skin smoothness: skin pore mean area = 1.
Step S110: generating the physiotherapy report information by combining the process image information, the positioning information, the pressure information and the use effect;
it can be understood that the duration of physical therapy, applied pressure or the system of a customer on a certain part in the physical therapy process can affect the use effect. Through analyzing the process image information, the positioning information and the pressure information, suggestions with pertinence to the customer can be obtained so as to help the customer master the physical therapy condition of the customer.
Specifically, the positioning information is correspondingly formed into a pixel image, namely one positioning information corresponds to one pixel image of the area, and the accumulated duration of physical therapy appearing in each pixel image in the image information in the process is counted; judging whether the accumulated physical therapy duration of each pixel image is within the standard physical therapy duration range of the skin corresponding to each pixel image, and writing the judgment result into the physical therapy report information; when the accumulated physical therapy duration of a certain pixel image is within the standard physical therapy duration range of the skin corresponding to the pixel image, the physical therapy duration of the skin area corresponding to the pixel image in the physical therapy process is considered to meet the standard physical therapy duration, and if the physical therapy effect of the skin area is poor, the possibility that the physical therapy duration is insufficient can be eliminated. Otherwise, the accumulated duration of physiotherapy of the pixel image is not enough.
Further, real-time pressure information matched with each pixel image in the process image information is obtained, whether the corresponding pressure information of each pixel image in the process image information reaches the standard pressure is judged respectively, and if not, the pressure information, the corresponding positioning information and the corresponding time identification are written into the physiotherapy report information.
It should be noted that if the treatment effect of a certain skin area is not good, besides the accumulated duration of the treatment of the skin area is not enough, the pressure applied during the treatment process may be insufficient than the standard pressure, so that the pressure information needs to be detected. When the process image information is processed, the process image information is matched with the pressure information through the time identification, and only the condition that whether the pressure information corresponding to each pixel image reaches the standard pressure during the skin area physical therapy is detected. And screening the skin areas which do not reach the standard pressure, and writing the corresponding time marks, positioning information and pressure information into physical therapy report information.
Step S111: and sending the physiotherapy report information to client terminal equipment matched with the customer.
The foregoing description is only exemplary of the preferred embodiments of the application and is illustrative of the principles of the technology employed. It will be appreciated by those skilled in the art that the scope of the application referred to in the present application is not limited to the embodiments with a particular combination of the above-mentioned features, but also encompasses other embodiments with any combination of the above-mentioned features or their equivalents without departing from the spirit of the application. For example, the above features may be replaced with (but not limited to) features having similar functions as those described in this application.

Claims (10)

1. An ultrasonic beautifying, fat-reducing and slimming integrated device is characterized by comprising: a display area (3), an operation area (4), a processor and an ultrasonic wave generating area (2) for transmitting ultrasonic waves;
the ultrasonic wave generating area (2) is arranged at one end of the ultrasonic beautifying, fat reducing and slimming integrated equipment (1), and the ultrasonic wave generating area (2) is connected with a pressure sensor (5) and a miniature camera (6); the pressure sensor (5) is used for collecting pressure applied to a physical therapy part by the ultrasonic beautifying, fat-reducing and slimming integrated equipment (1), and the miniature camera (6) is used for shooting a skin image of the physical therapy part;
the operation area (4) is provided with a plurality of entity keys for setting the ultrasonic beautifying, fat reducing and slimming integrated equipment (1) and inputting customer identity information, wherein the customer identity information comprises the name of a customer and physical therapy report information of the customer each time;
the display area (3) is used for displaying the working state information of the ultrasonic beautifying, fat-reducing and slimming integrated equipment (1) and the entered customer identity information;
the ultrasonic beautifying, fat-reducing and slimming integrated equipment (1) is internally provided with a positioning device which is used for matching with an externally arranged positioning system to position the position of the ultrasonic beautifying, fat-reducing and slimming integrated equipment (1);
the positioning device is used for acquiring positioning information in real time, and the positioning information reflects the position information of the ultrasonic beautifying, fat reducing and slimming integrated equipment (1) on the body of the customer;
the pressure sensor (5) is used for acquiring pressure information in real time, and the pressure information reflects the acting force applied to the body of the customer in the process of using the ultrasonic beautifying, fat-reducing and slimming integrated equipment (1);
the micro camera (6) is used for acquiring process image information in real time, and the process image information reflects the skin of the body of the customer when the customer uses the ultrasonic beautifying, fat reducing and slimming integrated equipment (1);
the processor is used for matching the process image information, the positioning information and the pressure information which have the same time mark;
the processor is further used for processing and analyzing the process image information through an image recognition network to acquire skin characteristic data in the process image information;
the processor is also used for judging whether historical data matched with the customer exists in the historical data of the customer identity information or not, and if so, determining the use effect of the ultrasonic beautifying, fat-reducing and slimming integrated equipment (1) according to the historical data matched with the customer and the skin characteristic data in the process image information;
the processor is also used for generating the current physiotherapy report information by combining the process image information, the positioning information, the pressure information and the using effect;
the processor is also used for sending the physical therapy report information to the client equipment matched with the customer.
2. The ultrasonic cosmetic, fat-reducing and slimming integrated apparatus of claim 1, wherein: the pressure sensor (5) and the miniature camera (6) are embedded in the ultrasonic wave generating area (2).
3. The ultrasonic cosmetic, fat-reducing and slimming integrated apparatus of claim 2, characterized in that: the plane of the pressure sensor (5) and the plane of the miniature camera (6) are not higher than the plane of the ultrasonic wave generating area (2).
4. The ultrasonic cosmetic, fat-reducing and slimming integrated apparatus of claim 1, wherein: the plurality of entity keys comprise an on-off key, a mode key, an intensity key and a confirmation key.
5. An ultrasonic beautifying, fat-reducing and slimming method is characterized by comprising the following steps:
acquiring customer identity information, wherein the customer identity information comprises the name of a customer and physical therapy report information of the customer each time;
acquiring positioning information in real time, wherein the positioning information reflects the position information of the ultrasonic beautifying, fat-reducing and slimming integrated equipment (1) on the body of the customer;
acquiring pressure information in real time, wherein the pressure information reflects the acting force applied to the body of the customer in the process of using the ultrasonic beautifying, fat reducing and slimming integrated equipment (1);
acquiring process image information in real time, wherein the process image information reflects the skin of the body of the customer when the customer uses the ultrasonic beautifying, fat-reducing and slimming integrated equipment (1);
matching the process image information, the positioning information and the pressure information with the same time stamp;
processing and analyzing the process image information through an image recognition network to obtain skin characteristic data in the process image information;
judging whether historical data matched with the customer exists in the historical data of the customer identity information, if so, determining the use effect of the ultrasonic beautifying, fat reducing and slimming integrated equipment (1) according to the historical data matched with the customer and the skin characteristic data in the process image information;
generating the current physiotherapy report information by combining the process image information, the positioning information, the pressure information and the using effect;
and sending the physical therapy report information to client equipment matched with the customer.
6. The method according to claim 5, wherein the method for processing and analyzing the process image information through an image recognition network to obtain skin feature data in the process image information comprises:
constructing an image recognition network model;
training the skin pattern to obtain a trained image recognition network model;
and identifying the process image information by using the trained image identification network model to obtain skin characteristic data, wherein the skin characteristic data at least comprises skin chromaticity, skin smoothness and average area of skin pores.
7. The method of claim 6, wherein determining whether there is historical data matching the customer in the historical data of customer identity information further comprises: and when the historical data matched with the customer does not exist in the historical data of the customer identity information, generating the current physiotherapy report information by combining the process image information, the positioning information and the pressure information.
8. The method according to claim 7, wherein the method of determining the effect of the use of the ultrasound cosmetic, fat-reducing and slimming apparatus (1) from the history data matched to the customer and the skin characteristic data in the procedure image information comprises:
calling out corresponding physical therapy report information in the historical data according to the requirements of customers so as to obtain corresponding skin characteristic data;
comparing each item in the two skin characteristic data independently to obtain a ratio result of each item;
and accumulating the ratio result of each item according to the weight ratio of the skin chromaticity, the skin smoothness and the average area of skin pores to obtain the using effect.
9. The method of claim 8, wherein the ratio results in: and calculating the ratio of the difference value of the current physical therapy and the previous physical therapy in a certain item of the skin characteristic data to the value of the previous physical therapy.
10. The method of claim 5, wherein the method of generating the physiotherapy report information in combination with the procedure image information, the positioning information, the stress information, and the usage effect comprises:
forming pixel images corresponding to the positioning information, and counting the cumulative duration of physical therapy appearing in each pixel image in the process image information;
judging whether the accumulated physical therapy duration of each pixel image is within the standard physical therapy duration range of the skin corresponding to each pixel image or not, and writing the judgment result into the physical therapy report information;
and acquiring real-time pressure information matched with each pixel image in the process image information, respectively judging whether the corresponding pressure information of each pixel image in the process image information reaches the standard pressure, and if not, writing the pressure information, the corresponding positioning information and the time identification into the physiotherapy report information.
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