CN109730638A - A kind of ethnic group measurement pattern switching method and device applied in Human fat balance - Google Patents
A kind of ethnic group measurement pattern switching method and device applied in Human fat balance Download PDFInfo
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Abstract
The present invention relates to Human fat balance fields of measurement, and in particular to a kind of ethnic group measurement pattern switching method and device applied in Human fat balance, this method and device obtain the Skin Color Information and profiling information of the gauger using Human fat balance first, to determine the ethnic group of gauger；Again by the current Measurement Algorithm models switching of Human fat balance at Measurement Algorithm model corresponding with the ethnic group of the gauger.This method and device determine the ethnic group of gauger by obtaining Skin Color Information and the profiling information of gauger, for different ethnic groups, take different Measurement Algorithm models, so that measurement result is more accurate, the defect in the prior art for different ethnic groups using measurement inaccuracy brought by same set of Measurement Algorithm model is overcome, the user experience is improved.
Description
Technical field
The present invention relates to Human fat balance fields of measurement, measure mould in particular to a kind of ethnic group applied in Human fat balance
Formula switching method and device.
Background technique
With the development of science and technology, the pay attention to day by day of the continuous improvement of living standards of the people and people for health, body fat
Scale increasingly enters huge numbers of families.Human fat balance can not only measure the weight of user, additionally it is possible to measure fat percentage, muscle rate, water
Divide equal body compositions, for judging that human health has great reference significance.Existing Human fat balance, measurement data are not only wrapped
The basic datas such as weight, fat percentage, muscle rate, moisture, bone amount are included, further include the derivative derived according to these basic datas
Data, such as: body types (endomorphy type, inclined fat, standard type, inclined thin etc.), physical age (comprehensive muscle mass, basic generation
Thank to rate to evaluate the index of physical condition) etc..
For basic data, the measurement result of each user is accurate；And for derivative data, due to each ethnic group
Between there are biggish difference, and algorithm used by derivative data of the Human fat balance for all ethnic groups is the same, by
This causes the inaccuracy of the derivative data measured based on Human fat balance between different ethnic groups, such as certain Human fat balance to measure yellow
Derivative data be accurately, for live in Africa black race or Europe white people, due to black race, white people with
Yellow physique, in terms of there are biggish difference, derivative which measures black race or white people
The accuracy of data is poor.
Summary of the invention
Different Measurement Algorithm moulds are taken for different ethnic groups to solve the above problems, the purpose of the present invention is to provide one kind
The ethnic group measurement pattern switching method and device of type being applied in Human fat balance.
The purpose of the present invention is what is be achieved through the following technical solutions:
According to an aspect of the present invention, a kind of ethnic group measurement pattern switching method applied in Human fat balance is provided, including
Following steps:
S10: obtaining the Skin Color Information and profiling information of the gauger using Human fat balance, special by the colour of skin in Skin Color Information
The macroscopic features in profiling information of seeking peace judges the ethnic group of gauger；
S20: by the current Measurement Algorithm models switching of Human fat balance at Measurement Algorithm corresponding with the ethnic group of the gauger
Model.
Further, method further comprises the steps of: between step S10 and step S20
S15: obtaining the location information of gauger, to determine the ethnic group of gauger.
Further, it obtains and includes: using the Skin Color Information and profiling information of the gauger of Human fat balance
Gauger is shot to obtain the head image of gauger, analysis is carried out to the head image and obtains gauger's
Skin Color Information and profiling information.
Further, method further comprises the steps of: after step S20
S25: according to the long-time service of same ethnic group user corresponding with Measurement Algorithm model, to the Measurement Algorithm model into
Row deep learning is improved.
Further, each Measurement Algorithm model is counted based on the big amount measurement data of the ethnic group, and with reality
The ethnic group different phase body types compare and analyze training obtain.
Further, Measurement Algorithm model includes yellow's Measurement Algorithm model, black race's Measurement Algorithm model and white race
People's Measurement Algorithm model.
According to a further aspect of the invention, a kind of ethnic group measurement pattern switching device applied in Human fat balance is provided, is wrapped
It includes:
Ethnic group judging unit passes through the colour of skin for obtaining the Skin Color Information and profiling information that use the gauger of Human fat balance
The macroscopic features in features of skin colors and profiling information in information judges the ethnic group of gauger；
Models switching unit, for by the current Measurement Algorithm models switching of Human fat balance at opposite with the ethnic group of the gauger
The Measurement Algorithm model answered.
Further, device further include:
Ethnic group determination unit, for obtaining the location information of gauger, to determine the ethnic group of gauger.
Further, ethnic group judging unit and/or ethnic group determination unit are the mobile terminal connecting with Human fat balance signal, are moved
Dynamic terminal is connect with Human fat balance using bluetooth connection and/or WIFI.
Further, mobile terminal shoots gauger to obtain gauger's by the front camera of control thereon
Head image obtains the Skin Color Information and profiling information of gauger according to the head image.
The ethnic group measurement pattern switching method and device being applied in Human fat balance of the invention, by the skin for obtaining gauger
Color information and profiling information determine that the ethnic group of gauger takes different Measurement Algorithm models for different ethnic groups, thus
So that measurement result is more accurate, overcomes and brought in the prior art for different ethnic groups using same set of Measurement Algorithm model
Measurement inaccuracy defect, the user experience is improved.
Detailed description of the invention
The drawings described herein are used to provide a further understanding of the present invention, constitutes part of this application, this hair
Bright illustrative embodiments and their description are used to explain the present invention, and are not constituted improper limitations of the present invention.In the accompanying drawings:
Fig. 1 is the flow chart for the ethnic group measurement pattern switching method that the present invention is applied in Human fat balance；
Fig. 2 is the preferred flow charts for the ethnic group measurement pattern switching method that the present invention is applied in Human fat balance；
Fig. 3 is the module map for the ethnic group measurement pattern switching device that the present invention is applied in Human fat balance；
Fig. 4 is the preferred module figure for the ethnic group measurement pattern switching device that the present invention is applied in Human fat balance.
Specific embodiment
In order to enable those skilled in the art to better understand the solution of the present invention, below in conjunction in the embodiment of the present invention
Attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is only
The embodiment of a part of the invention, instead of all the embodiments.Based on the embodiments of the present invention, ordinary skill people
The model that the present invention protects all should belong in member's every other embodiment obtained without making creative work
It encloses.
Embodiment 1
An embodiment according to the present invention provides a kind of ethnic group measurement pattern switching method applied in Human fat balance,
Referring to Fig. 1, comprising the following steps:
S10: obtaining the Skin Color Information and profiling information of the gauger using Human fat balance, special by the colour of skin in Skin Color Information
The macroscopic features in profiling information of seeking peace judges the ethnic group of gauger；
Normally, the colour of skin between different ethnic groups has biggish difference, and the white colour of skin is white, the skin of yellow
Color is in yellow, and the colour of skin of black race is in black.Macroscopic features difference between different ethnic groups is also larger, such as: white people's eye socket
It is deep, cheekbone is lower, jawbone is compared with flat, nose is tall and big, lip is relatively thin, hair waving etc.；Black race's hair black is in wave or crimp, black
Eyes, nose width is flat, and the nasion is short or medium, and snout out-degree is small, nostril transverse diameter is larger, and convex lip, mouth width degree is big, and lip is thick, recklessly
Son is less；Yellow's nasal width is medium, and palpebral fissure is medium, brown iris, the features such as on the face pleat prosperity.
Gauger needs to establish the connection of Human fat balance and mobile terminal before using Human fat balance.Display on Human fat balance
Module usually only shows the simple data such as the weight data of gauger, measurement current time；Other most of bases
Data, derivative data are shown on mobile terminal, utilize the powerful data-handling capacity of mobile terminal and interaction capabilities.
Specifically, mobile terminal can be smart phone, notebook, tablet computer, palm PC etc..In the present invention,
The mobile terminal is by taking a smart phone as an example.
Smart phone and Human fat balance keep being wirelessly connected, such as can be connected by WIFI or bluetooth；In other embodiments
In, smart phone can also keep wired connection with Human fat balance, carry out using by the data line of USB interface, TYPE-C interface
Connection.It is connected by WIFI or will be illustrated below by the scheme that bluetooth is connected.
User using Human fat balance before being measured, it is necessary first to establish the connection of smart phone and Human fat balance.
(1) bluetooth connection scheme
User opens mobile phone bluetooth function, the bluetooth equipment ID of Human fat balance is searched in Bluetooth of mobile phone list of matches, i.e.,
The connection of smart phone and Human fat balance can be established by bluetooth.
(2) WIFI connection scheme
First WIFI is configured to Human fat balance before first time use, configure WIFI in particular by cell phone application, establish intelligence
The corresponding relationship of energy mobile phone and Human fat balance, it is subsequent to may be coupled directly to when in use after Human fat balance configures WIFI success
WIFI。
The measurement data of Human fat balance is uploaded to server by router, and mobile terminal can receive the survey from server
Data are measured, the data for so realizing Human fat balance and smart phone are transmitted.
(3) bluetooth/WIFI dual link scheme
It may be selected through Bluetooth transmission, or transmitted by WIFI in this case.
Smart phone and Human fat balance are established after connection, by obtaining the Skin Color Information and profiling information of gauger, thus
It can determine the ethnic group of gauger, and mobile terminal can be by the current Measurement Algorithm models switching of Human fat balance at opposite with the ethnic group
The Measurement Algorithm model answered, so that the measurement data of gauger is objective, accurate.
S20: by the current Measurement Algorithm models switching of Human fat balance at Measurement Algorithm corresponding with the ethnic group of the gauger
Model.
This method is applied in a Human fat balance, the measurement model algorithm of multiple ethnic groups is preset in the Human fat balance, by adopting
With certain measure means can automatic identification gauger ethnic group so that Human fat balance, which can automatically switch into, identifies the measurement
The corresponding Measurement Algorithm model of person's ethnic group, meets the measurement demand of different ethnic groups, obtains accurate derivative data, improve use
Family experience.
The ethnic group measurement pattern switching method of the embodiment of the present invention being applied in Human fat balance, by the skin for obtaining gauger
Color information and profiling information determine that the ethnic group of gauger takes different Measurement Algorithm models for different ethnic groups, thus
So that measurement result is more accurate, overcomes and brought in the prior art for different ethnic groups using same set of Measurement Algorithm model
Measurement inaccuracy defect, the user experience is improved.
In as a preferred technical scheme, referring to fig. 2, the method further includes step between step S10 and step S20
It is rapid:
S15: obtaining the location information of gauger, to determine the ethnic group of gauger.
Smart phone can automatically prompting user open " location information " function, user opens should be after " location information " function
Smart phone can automatically identify the current location of gauger；In other embodiments, user can also open " position letter manually
Breath " function.
Human fat balance belongs to household products, and user is often the local in the location that location information is characterized, this hair
Bright embodiment can judge the ethnic group of gauger by obtaining the location information of user substantially, the constitution body between different ethnic groups
Lattice difference is larger, and different ethnic groups is suitable for the Measurement Algorithm model of its specific ethnic group, i.e., the measurement between different ethnic groups is calculated
Method model should have difference.Ethnic group distribution has region, such as: yellow is mainly distributed on Ural area, East Asia, north
Asia, Northeast Asia, Siberia, South Asia, Southeast Asia, Madagascar；White people be mainly distributed on Europe, north African, West Asia,
The Central Asia, South Asia, North America, South America and Oceania；Black race is mainly distributed on African areas to the south, the Sahara.
It, can by the corresponding relationship of location information and ethnic group distribution after acquisition for mobile terminal to the location information of gauger
Substantially to determine the ethnic group of gauger.Each Measurement Algorithm model is that the big amount measurement data based on the ethnic group is united
Meter, and compare and analyze obtaining with the body types of the different phase of the actual ethnic group as a result, being suitable for corresponding thereto
The ethnic group answered.In one embodiment, such as mobile terminal determines that the ethnic group of gauger is Black people, the then current measurement of Human fat balance
Algorithm model can switch to Black people's Measurement Algorithm model；Similarly, for yellow, white people, the current measurement of Human fat balance is calculated
Method model can also automatically switch into Measurement Algorithm model corresponding with its ethnic group.
The ethnic group measurement pattern switching method being applied in Human fat balance of the invention, the method obtain user's first
Skin Color Information and profiling information judge the ethnic group of the gauger, then carry out auxiliary by obtaining its location information again and sentence
It is disconnected；Such as: the Skin Color Information and profiling information of Indian and wog are more similar, are passing through acquisition in the embodiment of the present invention
The Skin Color Information and profiling information of user on the basis of judging its ethnic group, judged along with location information, so that
The ethnic group judging result of the user is more accurate, avoids due to Skin Color Information, the similar brought error in judgement of profiling information,
The user experience is improved.
The ethnic group measurement pattern switching method of the embodiment of the present invention being applied in Human fat balance, by the position for obtaining gauger
Confidence breath, Skin Color Information and profiling information, to can determine the ethnic group of gauger, and mobile terminal can be by the current of Human fat balance
Measurement Algorithm models switching at Measurement Algorithm model corresponding with the ethnic group so that the measurement data of gauger it is objective,
Accurately.
In as a preferred technical scheme, gauger is shot to obtain the head image of gauger, to the head figure
The Skin Color Information and profiling information of gauger are obtained as carrying out analysis.
The ethnic group measurement pattern switching method of the embodiment of the present invention being applied in Human fat balance, obtains gauger by taking pictures
Skin Color Information and profiling information avoid causing to judge due to other influences factor to accurately judge the ethnic group of gauger
Inaccuracy.
In as a preferred technical scheme, referring to fig. 2, the method further comprises the steps of: after step S20
S25: according to the long-time service of same ethnic group user corresponding with Measurement Algorithm model, to the Measurement Algorithm model into
Row deep learning is improved.
The Measurement Algorithm model of the ethnic group can be changed as the long-time service of same ethnic group a large number of users carries out deep learning
Into, i.e., the Measurement Algorithm model has learning ability after the big amount measurement data for counting the ethnic group, so that the ethnic group
Measurement data is more accurate.
In as a preferred technical scheme, each Measurement Algorithm model is united based on the big amount measurement data of the ethnic group
Meter, and compare and analyze training with the body types of the different phase of the actual ethnic group and obtain.
Each Measurement Algorithm model is that the big amount measurement data based on the ethnic group is counted, and with the actual ethnic group
The body types of different phase compare and analyze obtaining as a result, being suitable for ethnic group corresponding thereto.
In as a preferred technical scheme, Measurement Algorithm model includes yellow's Measurement Algorithm model, black race's measurement calculation
Method model and white people's Measurement Algorithm model.In the present embodiment, Measurement Algorithm model includes three, i.e. yellow's Measurement Algorithm
Model, black race's Measurement Algorithm model and white people's Measurement Algorithm model, every kind of Measurement Algorithm model are suitable for corresponding thereto
Ethnic group.
Embodiment 2
According to a further aspect of the invention, a kind of ethnic group measurement pattern switching device applied in Human fat balance is provided, is joined
See Fig. 3, comprising:
Ethnic group judging unit 201 passes through skin for obtaining the Skin Color Information and profiling information that use the gauger of Human fat balance
The macroscopic features in features of skin colors and profiling information in color information judges the ethnic group of gauger；
Models switching unit 203, for by the current Measurement Algorithm models switching of Human fat balance at the ethnic group with the gauger
Corresponding Measurement Algorithm model.
Below with specific embodiment, the present apparatus is described in detail:
Ethnic group judging unit 201 obtains the Skin Color Information and profiling information of the gauger using Human fat balance, is believed by the colour of skin
The macroscopic features in features of skin colors and profiling information in breath judges the ethnic group of gauger.Ethnic group judging unit 201 may include
Mobile terminal.
Normally, gauger needs to establish the connection of Human fat balance and mobile terminal before using Human fat balance.On Human fat balance
Display module usually only show the weight data of gauger, the simple data of measurement current time etc.；It is other most
Basic data, derivative data be shown on mobile terminal, utilize mobile terminal powerful data-handling capacity and interaction
Ability.
Specifically, mobile terminal can be smart phone, notebook, tablet computer, palm PC etc..In the present invention,
The mobile terminal is by taking a smart phone as an example.
Smart phone and Human fat balance keep being wirelessly connected, such as can be connected by WIFI or bluetooth；In other embodiments
In, smart phone can also keep wired connection with Human fat balance, carry out using by the data line of USB interface, TYPE-C interface
Connection.It is connected by WIFI or will be illustrated below by the scheme that bluetooth is connected.
User using Human fat balance before being measured, it is necessary first to establish the connection of smart phone and Human fat balance.
(1) bluetooth connection scheme
User opens mobile phone bluetooth function, the bluetooth equipment ID of Human fat balance is searched in Bluetooth of mobile phone list of matches, i.e.,
The connection of smart phone and Human fat balance can be established by bluetooth.
(2) WIFI connection scheme
First WIFI is configured to Human fat balance before first time use, configure WIFI in particular by cell phone application, establish intelligence
The corresponding relationship of energy mobile phone and Human fat balance, it is subsequent to may be coupled directly to when in use after Human fat balance configures WIFI success
WIFI。
The measurement data of Human fat balance is uploaded to server by router, and mobile terminal can receive the survey from server
Data are measured, the data for so realizing Human fat balance and smart phone are transmitted.
(3) bluetooth/WIFI dual link scheme
It may be selected through Bluetooth transmission, or transmitted by WIFI in this case.
Mobile terminal automatically opens front camera and takes pictures to gauger, obtains the head image of gauger, mobile
Terminal analyzes the head image after receiving the head image of gauger, obtains the colour of skin and macroscopic features of gauger,
The ethnic group of gauger is judged by the colour of skin and macroscopic features.
Models switching unit 203, for by the current Measurement Algorithm models switching of Human fat balance at the ethnic group with the gauger
Corresponding Measurement Algorithm model.
Each Measurement Algorithm model is that the big amount measurement data based on the ethnic group is counted, and with the actual ethnic group
The body types of different phase compare and analyze obtaining as a result, being suitable for ethnic group corresponding thereto.Further, it moves
Dynamic terminal can carry out deep learning improvement with the long-time service of same ethnic group a large number of users to the Measurement Algorithm model of the ethnic group,
I.e. mobile terminal has learning ability after the big amount measurement data for counting the ethnic group, so that the measurement data of the ethnic group is more
It is accurate to add.
In one embodiment, such as mobile terminal by step S10 determines that the ethnic group of gauger is Black people, then Human fat balance
Current Measurement Algorithm model can switch to Black people's Measurement Algorithm model；Similarly, for yellow, white people, Human fat balance
Current Measurement Algorithm model can also automatically switch into Measurement Algorithm model corresponding with its ethnic group.
For Human fat balance measurement derivative data, such as body types be by the data such as weight, fat percentage, muscle rate come
Comprehensive determination, the Measurement Algorithm model of yellow might not be applicable in black race, and reason is that black race human body type is universal
It is partially thin, when it is standard type that the black race is using the result that the Measurement Algorithm model measurement of yellow obtains, relative to black race
The body types of inclined fat, therefore ethnic group measurement pattern switching method of the invention may be belonged to for people, by for not
Same ethnic group matching adapts to the Measurement Algorithm model of its ethnic group, so that measurement result is more accurate.
In as a preferred technical scheme, the side of the ethnic group of gauger is determined above by Skin Color Information and profiling information
Although case is in most cases feasible, it will appear limitation in some cases.
The present invention is to make up using Skin Color Information and profiling information the deficiency for the ethnic group for determining gauger, is further led to
It crosses using the location information for obtaining gauger, to determine the ethnic group of gauger, the technical scheme adopted is as follows:
Referring to fig. 4, device further include: ethnic group determination unit 202 is surveyed for obtaining the location information of gauger with determining
The ethnic group of amount person.Ethnic group determination unit 202 may include mobile terminal.
Smart phone and Human fat balance are established after connection, and smart phone can automatically prompting user unlatching " location information " function
Can, smart phone can automatically identify the current location of gauger after user's unlatching " location information " function；In other realities
It applies in example, user can also open " location information " function manually.
Human fat balance belongs to household products, and user is often the local in the location that location information is characterized, this hair
Bright embodiment can judge the ethnic group of gauger by obtaining the location information of user substantially, the constitution body between different ethnic groups
Lattice difference is larger, and different ethnic groups is suitable for the Measurement Algorithm model of its specific ethnic group, i.e., the measurement between different ethnic groups is calculated
Method model should have difference.Ethnic group distribution has region, such as: yellow is mainly distributed on Ural area, East Asia, north
Asia, Northeast Asia, Siberia, South Asia, Southeast Asia, Madagascar；White people be mainly distributed on Europe, north African, West Asia,
The Central Asia, South Asia, North America, South America and Oceania；Black race is mainly distributed on African areas to the south, the Sahara.
It, can by the corresponding relationship of location information and ethnic group distribution after acquisition for mobile terminal to the location information of gauger
Substantially to determine the ethnic group of gauger.
Mobile terminal extracts the colour of skin in head portrait image and appearance spy after the head portrait image for receiving gauger's shooting
Sign, and comprehensive descision is carried out according to the colour of skin of extraction and macroscopic features, to determine the ethnic group of gauger.
The invention has the benefit that
1, for different ethnic groups, different Measurement Algorithm models is taken to overcome so that measurement result is more accurate
It is improved in the prior art for different ethnic groups using the defect of measurement inaccuracy brought by same set of Measurement Algorithm model
User experience.
2, the ethnic group of gauger is determined by obtaining Skin Color Information and the profiling information of gauger.
3, the ethnic group of gauger is further determined by obtaining the location information of gauger, so that the people of gauger
Kind determination is more accurate.
The above is only a preferred embodiment of the present invention, it is noted that for the ordinary skill people of the art
For member, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications are also answered
It is considered as protection scope of the present invention.
Claims (10)
1. a kind of ethnic group measurement pattern switching method applied in Human fat balance, which comprises the following steps:
S10: obtaining the Skin Color Information and profiling information of the gauger using Human fat balance, by features of skin colors in Skin Color Information and
Macroscopic features in profiling information judges the ethnic group of gauger；
S20: by the current Measurement Algorithm models switching of Human fat balance at Measurement Algorithm model corresponding with the ethnic group of the gauger.
2. the method according to claim 1, wherein the method further includes between step S10 and step S20
Step:
S15: obtaining the location information of gauger, to determine the ethnic group of gauger.
3. the method according to claim 1, wherein the Skin Color Information for obtaining the gauger using Human fat balance
Include: with profiling information
Gauger is shot to obtain the head image of gauger, the colour of skin that analysis obtains gauger is carried out to the head image
Information and profiling information.
4. the method according to claim 1, wherein the method further comprises the steps of: after step S20
S25: according to the long-time service of same ethnic group user corresponding with Measurement Algorithm model, which is carried out deep
Spend learning improvement.
5. the method according to claim 1, wherein each described Measurement Algorithm model is based on the big of the ethnic group
Amount measurement data is counted, and is compared and analyzed training with the body types of the different phase of the actual ethnic group and obtained.
6. the method according to claim 1, wherein the Measurement Algorithm model includes yellow's Measurement Algorithm mould
Type, black race's Measurement Algorithm model and white people's Measurement Algorithm model.
7. a kind of ethnic group measurement pattern switching device applied in Human fat balance characterized by comprising
Ethnic group judging unit passes through Skin Color Information for obtaining the Skin Color Information and profiling information that use the gauger of Human fat balance
In features of skin colors and profiling information in macroscopic features judge the ethnic group of gauger；
Models switching unit, for by the current Measurement Algorithm models switching of Human fat balance at corresponding with the ethnic group of the gauger
Measurement Algorithm model.
8. device according to claim 7, which is characterized in that described device further include:
Ethnic group determination unit, for obtaining the location information of gauger, to determine the ethnic group of gauger.
9. device according to claim 8, which is characterized in that the ethnic group judging unit and/or ethnic group determination unit are
The mobile terminal connecting with the Human fat balance signal, the mobile terminal and the Human fat balance use bluetooth connection and/or WIFI
Connection.
10. device according to claim 9, which is characterized in that preposition camera shooting of the mobile terminal by control thereon
Head shoots gauger to obtain the head image of gauger, according to the Skin Color Information of head image acquisition gauger and outside
Looks information.
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Application publication date: 20190510 |