CN104820770B - A kind of method and apparatus for providing health instruction - Google Patents

A kind of method and apparatus for providing health instruction Download PDF

Info

Publication number
CN104820770B
CN104820770B CN201510134619.6A CN201510134619A CN104820770B CN 104820770 B CN104820770 B CN 104820770B CN 201510134619 A CN201510134619 A CN 201510134619A CN 104820770 B CN104820770 B CN 104820770B
Authority
CN
China
Prior art keywords
information
health
body part
user
image
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN201510134619.6A
Other languages
Chinese (zh)
Other versions
CN104820770A (en
Inventor
冯树勋
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Baidu Netcom Science and Technology Co Ltd
Original Assignee
Beijing Baidu Netcom Science and Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Baidu Netcom Science and Technology Co Ltd filed Critical Beijing Baidu Netcom Science and Technology Co Ltd
Priority to CN201510134619.6A priority Critical patent/CN104820770B/en
Publication of CN104820770A publication Critical patent/CN104820770A/en
Application granted granted Critical
Publication of CN104820770B publication Critical patent/CN104820770B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Abstract

According to an aspect of the present invention, a kind of method for being used to provide health instruction in a user device is provided, wherein this approach includes the following steps:Obtain the image feature information of the body part of user;According to described image characteristic information, the health instruction information of the user is determined;The health is indicated that information is supplied to the user.Scheme according to the present invention can determine the health instruction information of user according to image feature information, enable a user to the health instruction information for conveniently obtaining oneself.

Description

A kind of method and apparatus for providing health instruction
Technical field
The present invention relates to computer realm more particularly to a kind of sides for providing health instruction in computer equipment Method.
Background technology
In the prior art, mostly by way of the person-to-person communications such as online doctor, to provide healthy opinion to the user.It is this Mode needs doctor and user online simultaneously, and online doctor is believed by observing the complexion of user body parts or physical trait position Breath, then analyzes corresponding complexion information according to the Heuristics of doctor oneself, and provide corresponding health instruction and It is recommended that.This mode is limited by doctor and user both sides' line duration, and with the longer process for waiting for interaction, and And the Heuristics of online doctor can have a huge impact the suggestion to user, whole process to user bring it is many not Just.
In addition, computer technology can only can just be carried by directly being analyzed acquiring from the biological sample of user at present For healthy opinion.For example, by directly being analyzed blood sample from the user, hair, pathological tissue etc., health could be provided Opinion.
Invention content
The purpose of the present invention includes providing a kind of method and apparatus for providing health instruction in computer equipment.
According to an aspect of the present invention, a kind of method for providing health instruction in computer equipment is provided, In, this approach includes the following steps:
Obtain the image feature information of the body part of user;
According to described image characteristic information, the health instruction information of the user is determined;
The health is indicated that information is supplied to the user.
According to another aspect of the present invention, a kind of dress for providing health instruction in computer equipment is additionally provided It sets, wherein the device includes following device:
The device of the image feature information of body part for obtaining user;
For according to described image characteristic information, determining the device of the health instruction information of the user;
For the health to be indicated that information is supplied to the device of the user.
Compared with prior art, the present invention has the following advantages:1) it can convenient, fast, accurately provide to the user strong Health indicates information;2) it can convenient, fast, accurately provide health instruction information to the user, be changed to one kind of the prior art Into;3) health instruction information can be determined by the image feature information of characteristic area in general physical position and body part, also, Due to combining the image feature information of the two, therefore the factors such as light and shade, the color of shooting light can be reduced, information is indicated to health Determination influence.
Description of the drawings
By reading a detailed description of non-restrictive embodiments in the light of the attached drawings below, of the invention other Feature, objects and advantages will become more apparent upon:
Fig. 1 is the flow signal of the method for being used to provide health instruction in a user device of one embodiment of the invention Figure;
Fig. 2 is the flow signal of the method for being used to provide health instruction in a user device of another embodiment of the present invention Figure;
Fig. 3 is the structural representation of the device for being used to provide health instruction in a user device of one embodiment of the invention Figure;
Fig. 4 is the structural representation of the device for being used to provide health instruction in a user device of another embodiment of the present invention Figure.
Same or analogous reference numeral represents same or analogous component in attached drawing.
Specific implementation mode
Alleged " computer equipment " within a context, also referred to as " computer ", referring to can be by running preset program or referring to Enable and execute the intelligent electronic device of the predetermined process process such as numerical computations and/or logical calculated, may include processor with Memory, executes the survival that prestores in memory by processor and instructs and execute predetermined process process, or by ASIC, The hardware such as FPGA, DSP execute predetermined process process, or are realized by said two devices combination.
The computer equipment includes user equipment and the network equipment.Wherein, the user equipment includes but not limited to electricity Brain, smart mobile phone, PDA etc.;The network equipment includes but not limited to that single network server, multiple network servers form Server group or the cloud being made of a large amount of computers or network server for being based on cloud computing (Cloud Computing), wherein Cloud computing is one kind of Distributed Calculation, a super virtual computer being made of the computer collection of a group loose couplings.Its In, the computer equipment can isolated operation realize the present invention, also can access network and by with other calculating in network The present invention is realized in the interactive operation of machine equipment.Wherein, the network residing for the computer equipment include but not limited to internet, Wide area network, Metropolitan Area Network (MAN), LAN, VPN network etc..
It should be noted that the user equipment, the network equipment and network etc. are only for example, other are existing or from now on may be used The computer equipment or network that can occur such as are applicable to the present invention, should also be included within the scope of the present invention, and to draw It is incorporated herein with mode.
Method (some of them are illustrated by flow) discussed hereafter can be by hardware, software, firmware, centre Part, microcode, hardware description language or its arbitrary combination are implemented.Implement when with software, firmware, middleware or microcode When, program code or code segment to implement necessary task can be stored in machine or computer-readable medium and (for example deposit Storage media) in.(one or more) processor can implement necessary task.
Specific structure and function details disclosed herein are only representative, and are for describing the present invention show The purpose of example property embodiment.But the present invention can be implemented by many alternative forms, and be not interpreted as It is limited only by the embodiments set forth herein.
Present invention is further described in detail below in conjunction with the accompanying drawings.
Fig. 1 is the flow diagram of the method for providing health instruction of one embodiment of the invention.According to this implementation The method of example includes step S1, step S2 and step S3.
In step sl, computer equipment obtains the image feature information of the body part of user.
Wherein, body part may include any part on user's body;For example, the positions such as face, hand.
Wherein, image feature information includes arbitrary information related with characteristics of image;Preferably, the image of body part is special Reference ceases:
1) the image color characteristic information of body part or the characteristic area in body part.
Wherein, image color characteristic information includes arbitrary information related with the color character of image., it is preferable that image Color character information includes but not limited to:Picture tone information, and/or, image saturation information.
Wherein, the characteristic area in the body part indicates the region with feature in the body part.If for example, Body part is face, then the characteristic area of face may include but be not limited to:Eye, ear, oral area, nose, lip, cheek, forehead Deng.
2) the shape feature information of body part or the characteristic area in body part.
For example, body part is hand, shape feature information includes palm print characteristics information of hand etc.;In another example body part Characteristic area for face, and face includes eye, and shape feature information includes contour feature information of eye etc..
Specifically, the realization method that computer equipment obtains the image feature information of user body parts includes but unlimited In:
1) computer equipment directly acquires the image feature information of pre-determining.
For example, computer equipment, which is directly read, has been stored in local image feature information.In another example computer equipment from Image feature information etc. is downloaded on network.
2) computer equipment obtains the image information of the body part of the user, and according to described image information, determines The image feature information of the body part.The realization method will be described in detail in subsequent embodiment, and details are not described herein.
It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to the limit of the present invention System, it should be appreciated by those skilled in the art that the realization method of the image feature information of any body part for obtaining user, it should all Within the scope of the present invention.
In step s 2, computer equipment determines the health instruction information of the user according to described image characteristic information.
Wherein, the health instruction information includes any information that may be used to indicate user health.Preferably, the health Indicate that information includes but not limited to:1) complexion indicates that information, complexion instruction information are used to indicate the complexion situation of user, need Illustrate, which indicates that information can be a specific value or a complexion grade;2) information is indicated with complexion The healthy description information matched, for example, healthy description information includes any one of following a variety of descriptions:A) red complexion is red, internal organs Real heat;B) pale complexion, insufficiency of vital energy and blood;C) complexion is turned to be yellow, the insufficiency of the spleen with overabundance of dampness;D) complexion pastiness, qi and blood retardance;E) complexion blacks, Cold sensation of the genitalia water Sheng etc..
For example, being pre-stored following information in computer equipment:[Info1, R1-R2], [Info2, R2-R3], [Info3, R3-R4];Wherein, Info1, Info2 and Info3 are respectively 3 different health instruction information, and R1-R2 indicates to indicate with health The average value of the tone of the corresponding characteristic areas of information Info1, R2-R3 indicate feature corresponding with health instruction information Info2 The average value of the tone in region, R3-R4 indicate the average value of the tone of characteristic area corresponding with health instruction information Info3. In this example, body part is face, and the image feature information that computer equipment obtains in step sl includes eye, volume in face The tone of head, lip;Then in step s 2, computer equipment seek eye, forehead, cheek tone average value, also, count The range for calculating the R2-R3 that machine equipment is fallen into according to the average value determines that the health instruction information of user is Info2.
It should be noted that image feature information of the computer equipment only on the basis of body part, or according only to characteristic area The image feature information in domain come determine health instruction information;Alternatively, computer equipment can be in general physical position and body part The image feature information of characteristic area come determine health instruction information.Wherein, in the latter case, due to combining the two Image feature information, therefore the influence of determination of the factors such as light and shade, the color of shooting light to health instruction information can be reduced.
It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to the limit of the present invention System, it should be appreciated by those skilled in the art that it is any according to described image characteristic information, determine the health instruction information of the user Realization method, should be included in the scope of the present invention.
Illustrate three preferred embodiments of step S2 below:
Preferred embodiment one:Computer equipment determines the complexion instruction information of body part according to image feature information;And And computer equipment obtains health instruction information corresponding with complexion instruction information.
For example, complexion instruction information is expressed as complexion value, and the different range of complexion value is pre-stored in computer equipment With the correspondence of health instruction information;Body part is face, and image feature information includes:The tone A and saturation of face's entirety Spend the tone a3 and saturation degree b3 of B, the tone a1 and saturation degree b1 of eye, the tone a2 and saturation degree b2 of lip, cheek;Then count It calculates machine equipment and calculates the whole quadratic sum with the hue difference and saturation degree difference of characteristic area of face, i.e., [A- (a1+a2+a3)/3]2+ [B-(b1+b2+b3)/3]2, as complexion value;Then, the range institute for the complexion value that computer equipment is fallen into the complexion value Corresponding health instruction information, as health instruction information corresponding with complexion instruction information.
Preferred embodiment two:Computer equipment according to image feature information, and, the corresponding body of the image feature information Characteristic portion in position or body part determines the health instruction information of user.
Specifically, computer equipment is according to the features in the corresponding body part of image feature information or body part Position determines corresponding health instruction judgment rule;Again based on identified health instruction judgment rule, and combine described image special Reference ceases, and determines the health instruction information of user.Wherein, the health instruction judgment rule is used to indicate is believed based on characteristics of image It ceases to determine the rule of health instruction information.
For example, body part corresponding with image feature information is face, and image feature information includes the tone of face Information and saturation infromation.Then computer equipment is face according to body part, determines that health instruction judgment rule is and face pair The health instruction judgment rule answered;Then, computer equipment indicates judgment rule according to health corresponding with face, to image Characteristic information is handled, and determines the health instruction information of user.It should be noted that in preferred embodiment two, when determining phase After the health instruction judgment rule answered, computer equipment is based on the health and indicates judgment rule, true according to image feature information Determine the realization method of the health instruction information of user, in step s 2 with computer equipment, according to described image characteristic information, really The realization method of the health instruction information of the fixed user is same or similar.
Preferred embodiment three:Computer equipment combines pre-established feature health to indicate library according to image feature information, really Determine the health instruction information of user.
Wherein, it can be stored in feature health instruction library and indicate related arbitrary information with feature health;For example, feature is strong The health instruction information for directly storing unsoundness instruction information in health instruction library, and being stored has corresponding with image feature information Relationship;In another example the correspondence in feature health instruction library between storage unsoundness instruction information and image feature information, but Health instruction information storage is medium in other libraries.
For example, body part is hand, the instruction of feature health stores multiple and different standard palm print characteristics information in library, wherein Each palm print characteristics information is corresponding with a health instruction information.The figure for the body part that computer equipment obtains in step sl As characteristic information includes the palm print characteristics information of hand.In step s 2, computer equipment is special by the palmmprint obtained in step sl Reference is ceased indicates that the standard palm print characteristics information stored in library is matched with feature health, determines the one or more to match Standard palm print characteristics information;Then, computer equipment is directly right by the one or more standard palm print characteristics information to match institute Health instruction information of the health instruction information answered as user, alternatively, computer equipment passes through one or more to matching Health instruction information corresponding to a standard palm print characteristics information carries out natural language processing, to generate the health instruction letter of user Breath.
It should be noted that above three preferred embodiment can be combined with each other.Specifically:
1) scheme that preferred embodiment one and preferred embodiment two are combined to gained may include:Computer equipment is according to image Characteristic information, and, the characteristic portion in the corresponding body part of the image feature information or body part determines body part Complexion indicate information;Also, computer equipment obtains health instruction information corresponding with complexion instruction information.
Specifically, computer equipment is according to the features in the corresponding body part of image feature information or body part Position determines corresponding health instruction judgment rule;Again based on identified health instruction judgment rule, and combine described image special Reference ceases, and determines the complexion instruction information of body part;Then, computer equipment obtains corresponding with complexion instruction information Health instruction information, the health instruction information as user.
2) scheme that preferred embodiment one and preferred embodiment three are combined to gained may include:Computer equipment is according to image Characteristic information, and pre-established feature health is combined to indicate library, determine the complexion instruction information of body part, also, computer Equipment obtains health instruction information corresponding with complexion instruction information.Alternatively, by preferred embodiment one and preferred embodiment three into Row combines the scheme of gained may include:Computer equipment determines the complexion instruction information of body part according to image feature information; Also, computer equipment indicates library according to pre-established feature health, obtains health corresponding with complexion instruction information and refers to Show information.
For example, body part is face, image feature information includes the tone and saturation degree of face;Feature health indicates library In be pre-stored with image feature information and complexion instruction information between correspondence;In this example, complexion instruction information is expressed as Complexion value.Then computer equipment inquiry complexion value corresponding with the tone of face and saturation degree in feature health indicates library, and And computer equipment obtains health instruction information corresponding with complexion value, the health instruction information as user.
In another example being pre-stored with the corresponding pass between complexion instruction information and health instruction information in feature health instruction library System;Then computer equipment is by the way of in aforementioned preferred embodiment one, and after determining complexion instruction information, library is indicated in feature health Middle to inquire health instruction information corresponding with identified complexion instruction information, the health as user indicates information.
3) scheme that preferred embodiment two and preferred embodiment three are combined to gained may include:Computer equipment is according to image Characteristic information, and, the characteristic portion in the corresponding body part of the image feature information or body part, and combine pre-established Feature health indicate library, determine user health instruction information.
Specifically, computer equipment is according to the features in the corresponding body part of image feature information or body part Position determines corresponding health instruction judgment rule;Again based on identified health instruction judgment rule, and combine described image special Reference ceases and pre-established feature health indicates library, determines the health instruction information of user.
For example, physical trait corresponding with image feature information position is eye, and image feature information includes that face is whole The hue information and saturation infromation of body and the hue information and saturation infromation of eye.The instruction of feature health prestores in library Contain the correspondence between image feature information and health instruction information;Computer equipment is eye according to physical trait position Portion determines that health instruction judgment rule is that health corresponding with eye indicates judgment rule;Then, computer equipment is based on and eye The corresponding health instruction judgment rule in portion, inquiry and the hue information and saturation degree of face's entirety are believed in feature health indicates library Corresponding health instruction information is ceased, the health instruction information as user.
4) scheme that preferred embodiment one, preferred embodiment two and preferred embodiment three are combined to gained may include:Computer Equipment according to the characteristic portion in image feature information and the corresponding body part of the image feature information or body part, and Library is indicated in conjunction with pre-established feature health, determines the complexion instruction information of body part;Also, computer equipment obtains and institute State the corresponding health instruction information of complexion instruction information.Alternatively, preferred embodiment one, preferred embodiment two and preferred embodiment three are carried out It may include in conjunction with the scheme of gained:Computer equipment is according to image feature information and the corresponding body of the image feature information Characteristic portion in position or body part determines the complexion instruction information of body part;Also, computer equipment is according to pre-established Feature health indicate library, obtain with the complexion instruction information it is corresponding health indicate information.
For example, physical trait corresponding with image feature information position is nose, and image feature information includes that face is whole The tone A and saturation degree B of body and the tone a4 and saturation degree b4 of nose.Computer equipment is nose according to body part, really Fixed health instruction judgment rule is that health corresponding with nose indicates judgment rule;Then, computer equipment according to nose pair The health instruction judgment rule answered, determines that the calculation formula of complexion value is (A-a4)2+(B–b4)2;Then computing device is according to base In the complexion value that above-mentioned calculation formula obtains, indicates to be inquired in library in feature health, obtain corresponding with complexion value strong Health indicates information, the health instruction information as user.It should be noted that in this example, when the value of above-mentioned calculation formula is more than When one predetermined healthy threshold value, the health instruction information obtained can indicate user's body health;When the value of above-mentioned calculation formula When less than a predetermined healthy threshold value, the health instruction information obtained may indicate that user lacks health.
It should be noted that above three preferred embodiment and its association schemes are only that the technology of the present invention is better described Scheme rather than limitation of the present invention, it should be appreciated by those skilled in the art that the realization that any thought based on the present invention obtains Mode should be included in the scope of the present invention.
In step s3, the health is indicated that information is supplied to the user by computer equipment.
Specifically, the health is indicated that information is supplied to the realization method of the user to include but unlimited by computer equipment In:
1) in the case where computer equipment is the network equipment, health instruction information is supplied to user to set by computer equipment It is standby, to be presented to the user by user equipment.
2) in the case where computer equipment is user equipment, health instruction information is directly presented to use by computer equipment Family.
The present embodiment is illustrated by multiple schemes, presents the mistake that computer equipment provides the method for health instruction to the user Journey.The method of the present embodiment includes three steps, and in the first step, computer equipment obtains the characteristics of image letter of user body parts Breath.It is the external manifestation for the image information that user body parts are intuitively obtained by online doctor in existing technology, when consuming Between and energy, and need both sides simultaneously it is online carry out it is interactive.And in the present embodiment, computer equipment can directly acquire The image feature information of image information for being stored in local or downloading from the Internet, or the side for calling camera shooting application can also be passed through Formula obtains image feature information.In second step, computer equipment determines the health instruction letter of user according to image feature information Breath.The present embodiment lists three preferred embodiments of the health instruction information of determining user herein.In a preferred approach, computer Equipment determines corresponding health instruction information by carrying out respective handling to image feature information.Computer processing procedure It is convenient and efficient.And in the prior art, online doctor is the image to the corresponding body part of user by the Heuristics of oneself Information is analyzed, and process is more complicated, moreover, if online doctors experience is insufficient, cannot make corresponding analysis in time, Inconvenience is brought to user.In third step, when computer equipment is the network equipment, computer equipment puies forward health instruction information User equipment is supplied, to be presented to the user by user equipment;When computer equipment is user equipment, computer equipment believes instruction Breath is presented to the user.In this way, user can be with the health instruction information for knowing oneself of accurate quick, and user can oneself choosing Direct reading health instruction information is selected, can also wait and read again when an opportunity arises.And in the prior art, it just must be by online Doctor informs the health condition of user in real time.Generally speaking, the method for the present embodiment can be convenient, fast, accurately user Health instruction information is provided.
In addition, in the present invention, computer equipment is without any biological sample from the user, you can judges that user is strong Health simultaneously provides suggestion to the user.
Fig. 2 is the flow diagram of the method for providing health instruction of another embodiment of the present invention.According to this reality The method for applying example includes step S1, step S2 and step S3;Wherein, step S1 includes step S11 and step S12, step S2 and Step S3 is described in detail with reference to the embodiment shown in FIG. 1, and details are not described herein.
In step s 11, computer equipment obtains the image information of the body part of user.
Specifically, the realization method of the image information of the body part of computer equipment acquisition user includes but not limited to:
1) computer equipment directly acquires the image information of pre-determining.
For example, computer equipment, which is directly read, has been stored in local image information.In another example computer equipment is from network Upper download image information etc..
2) computer equipment is by calling the body part for imaging application and shooting user, to obtain the body part of user Image information.
For example, when computer equipment is the user equipment with camera function, computer equipment calls camera shooting application, to clap The body part for taking the photograph user, to obtain the image information of corresponding body part.
It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to the limit of the present invention System, it should be appreciated by those skilled in the art that the realization method of the image information of any body part for obtaining user, should all include Within the scope of the invention.
In step s 12, computer equipment determines the image feature information of body part according to image information.
Specifically, computer equipment determines the realization method packet of the image feature information of body part according to image information It includes but is not limited to:
1) computer equipment identifies the band of position of characteristic portion in the picture in body part according to image information, And according to the corresponding image information in the band of position, determine characteristics of image letter corresponding with the characteristic portion in the body part Breath.
If for example, the corresponding body part of default image information is face, and the characteristic portion for having preset face includes Eye, forehead, lip, the nose of face.Computer equipment according to face recognition algorithms, identified from image information eye, The band of position of forehead, lip and nose in the picture;Then, computer equipment is according to the corresponding figure in the identified band of position As information, calculate separately the tone and saturation degree of such image information, as eye, forehead, lip, nose hue information and Saturation infromation.
2) computer equipment determines image feature information corresponding with the entirety of the body part according to image information.
If for example, only including the image of body part in image information, computer equipment directly calculates whole image Tone and saturation degree, the corresponding image feature information of entirety as body part.
In another example acquiescence body part is face, and preset the hue information that image feature information includes face's entirety And saturation infromation.Then computer equipment identifies the corresponding image-region of face from image information, and calculates the image-region Tone and saturation degree, hue information and saturation infromation as face's entirety.
It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to the limit of the present invention System, it should be appreciated by those skilled in the art that it is any according to image information, determine the realization side of the image feature information of body part Formula should be included in the scope of the present invention.
Fig. 3 is the structural schematic diagram of the device for providing health instruction of one embodiment of the invention.It is described to be used to carry It can be mounted in computer equipment for the device (hereinafter referred to as " providing device ") of health instruction, which includes using In the device (hereinafter referred to as " acquisition device 1 ") of the image feature information for the body part for obtaining user;For according to Image feature information determines the device (hereinafter referred to as " determining device 2 ") of the health instruction information of the user;For by institute The device (hereinafter referred to as " sub- offer device 3 ") that health instruction information is supplied to the user is provided.
Acquisition device 1 obtains the image feature information of the body part of user.
Wherein, body part may include any part on user's body;For example, the positions such as face, hand.
Wherein, image feature information includes arbitrary information related with characteristics of image;Preferably, the image of body part is special Reference ceases:
1) the image color characteristic information of body part or the characteristic area in body part.
Wherein, image color characteristic information includes arbitrary information related with the color character of image., it is preferable that image Color character information includes but not limited to:Picture tone information, and/or, image saturation information.
Wherein, the characteristic area in the body part indicates the region with feature in the body part.If for example, Body part is face, then the characteristic area of face may include but be not limited to:Eye, ear, oral area, nose, lip, cheek, forehead Deng.
2) the shape feature information of body part or the characteristic area in body part.
For example, body part is hand, shape feature information includes palm print characteristics information of hand etc.;In another example body part Characteristic area for face, and face includes eye, and shape feature information includes contour feature information of eye etc..
Specifically, the realization method of the image feature information of the acquisition of acquisition device 1 user body parts includes but not limited to:
1) acquisition device 1 directly acquires the image feature information of pre-determining.
For example, acquisition device 1, which is directly read, has been stored in local image feature information.In another example acquisition device 1 is from net Image feature information etc. is downloaded on network.
2) acquisition device 1 obtains the image information of the body part of the user, and according to described image information, determines institute State the image feature information of body part.The realization method will be described in detail in subsequent embodiment, and details are not described herein.
It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to the limit of the present invention System, it should be appreciated by those skilled in the art that the realization method of the image feature information of any body part for obtaining user, it should all Within the scope of the present invention.
Determining device 2 determines the health instruction information of the user according to described image characteristic information.
Wherein, the health instruction information includes any information that may be used to indicate user health.Preferably, the health Indicate that information includes but not limited to:1) complexion indicates that information, complexion instruction information are used to indicate the complexion situation of user, need Illustrate, which indicates that information can be a specific value or a complexion grade;2) information is indicated with complexion The healthy description information matched, for example, healthy description information includes any one of following a variety of descriptions:A) red complexion is red, internal organs Real heat;B) pale complexion, insufficiency of vital energy and blood;C) complexion is turned to be yellow, the insufficiency of the spleen with overabundance of dampness;D) complexion pastiness, qi and blood retardance;E) complexion blacks, Cold sensation of the genitalia water Sheng etc..
For example, being pre-stored following information in computer equipment:[Info1, R1-R2], [Info2, R2-R3], [Info3, R3-R4];Wherein, Info1, Info2 and Info3 are respectively 3 different health instruction information, and R1-R2 indicates to indicate with health The average value of the tone of the corresponding characteristic areas of information Info1, R2-R3 indicate feature corresponding with health instruction information Info2 The average value of the tone in region, R3-R4 indicate the average value of the tone of characteristic area corresponding with health instruction information Info3. In this example, body part is face, and the image feature information that acquisition device 1 obtains includes the color of eye in face, forehead, lip It adjusts;Then determining device 2 seek eye, forehead, cheek tone average value, also, determining device 2 is fallen according to the average value The range of the R2-R3 entered determines that the health instruction information of user is Info2.
It should be noted that image feature information of the determining device 2 only on the basis of body part, or according only to characteristic area Image feature information come determine health instruction information;Alternatively, determining device 2 can feature in general physical position and body part The image feature information in region come determine health instruction information.Wherein, in the latter case, the image due to both combining Characteristic information, therefore the influence of determination of the factors such as light and shade, the color of shooting light to health instruction information can be reduced.
It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to the limit of the present invention System, it should be appreciated by those skilled in the art that it is any according to described image characteristic information, determine the health instruction information of the user Realization method, should be included in the scope of the present invention.
Illustrate three preferred embodiments of the operation that determining device 2 executes below:
Preferred embodiment one:Determining device 2 determines the complexion instruction information of body part according to image feature information;Also, Determining device 2 obtains health instruction information corresponding with complexion instruction information.
For example, complexion instruction information is expressed as complexion value, and the different range of complexion value is pre-stored in computer equipment With the correspondence of health instruction information;Body part is face, and image feature information includes:The tone A and saturation of face's entirety Spend the tone a3 and saturation degree b3 of B, the tone a1 and saturation degree b1 of eye, the tone a2 and saturation degree b2 of lip, cheek;Then really Determine device 2 and calculate the whole quadratic sum with the hue difference and saturation degree difference of characteristic area of face, i.e., [A- (a1+a2+a3)/3]2+ [B-(b1+b2+b3)/3]2, as complexion value;It is then determined the range institute for the complexion value that device 2 is fallen into the complexion value is right The health instruction information answered, as health instruction information corresponding with complexion instruction information.
Preferred embodiment two:Determining device 2 according to image feature information, and, the corresponding body of the image feature information Characteristic portion in position or body part determines the health instruction information of user.
Specifically, it is determined that device 2 is according to the characteristic portion in the corresponding body part of image feature information or body part, Determine corresponding health instruction judgment rule;Again based on identified health instruction judgment rule, and combine described image feature Information determines the health instruction information of user.Wherein, the health instruction judgment rule is used to indicate based on image feature information To determine the rule of health instruction information.
For example, body part corresponding with image feature information is face, and image feature information includes the tone of face Information and saturation infromation.Then determining device 2 is face according to body part, determines that health instruction judgment rule is corresponding with face Health instruction judgment rule;It is then determined device 2 indicates judgment rule according to health corresponding with face, to image spy Reference breath is handled, and determines the health instruction information of user.It should be noted that in preferred embodiment two, it is corresponding when determining Health instruction judgment rule after, determining device 2 be based on the health indicate judgment rule, according to image feature information determine use The realization method of the health instruction information at family determines institute with determining device in previous embodiment 2 according to described image characteristic information The realization method for stating the health instruction information of user is same or similar.
Preferred embodiment three:Determining device 2 combines pre-established feature health to indicate library according to image feature information, really Determine the health instruction information of user.
Wherein, it can be stored in feature health instruction library and indicate related arbitrary information with feature health;For example, feature is strong The health instruction information for directly storing unsoundness instruction information in health instruction library, and being stored has corresponding with image feature information Relationship;In another example the correspondence in feature health instruction library between storage unsoundness instruction information and image feature information, but Health instruction information storage is medium in other libraries.
For example, body part is hand, the instruction of feature health stores multiple and different standard palm print characteristics information in library, wherein Each palm print characteristics information is corresponding with a health instruction information.The image feature information for the body part that acquisition device 1 obtains Palm print characteristics information including hand.The palm print characteristics information that determining device 2 obtains acquisition device 1 is indicated with feature health in library The standard palm print characteristics information of storage is matched, and determines the one or more standard palm print characteristics information to match;Then, really Device 2 is determined directly using the health instruction information corresponding to the one or more standard palm print characteristics information to match as user's Health instruction information, alternatively, determining device 2 passes through being good for corresponding to one or more standard palm print characteristics information to matching Health indicates that information carries out natural language processing, to generate the health instruction information of user.
It should be noted that above three preferred embodiment can be combined with each other.Specifically:
1) scheme that preferred embodiment one and preferred embodiment two are combined to gained may include:Determining device 2 is according to image Characteristic information, and, the characteristic portion in the corresponding body part of the image feature information or body part determines body part Complexion indicate information;Also, determining device 2 obtains health instruction information corresponding with complexion instruction information.
Specifically, it is determined that device 2 is according to the characteristic portion in the corresponding body part of image feature information or body part, Determine corresponding health instruction judgment rule;Again based on identified health instruction judgment rule, and combine described image feature Information determines the complexion instruction information of body part;It is then determined device 2 obtains be good for corresponding with complexion instruction information Health indicates information, the health instruction information as user.
2) scheme that preferred embodiment one and preferred embodiment three are combined to gained may include:Determining device 2 is according to image Characteristic information, and pre-established feature health is combined to indicate library, determine the complexion instruction information of body part, also, determine dress Set 2 acquisitions health instruction information corresponding with complexion instruction information.Alternatively, preferred embodiment one and preferred embodiment three are carried out It may include in conjunction with the scheme of gained:Determining device 2 determines the complexion instruction information of body part according to image feature information;And And determining device 2 indicates library according to pre-established feature health, obtains health instruction corresponding with complexion instruction information and believes Breath.
For example, body part is face, image feature information includes the tone and saturation degree of face;Feature health indicates library In be pre-stored with image feature information and complexion instruction information between correspondence;In this example, complexion instruction information is expressed as Complexion value.The then inquiry complexion value corresponding with the tone of face and saturation degree in feature health indicates library of determining device 2, and And determining device 2 obtains health instruction information corresponding with complexion value, the health instruction information as user.
In another example being pre-stored with the corresponding pass between complexion instruction information and health instruction information in feature health instruction library System;Then determining device 2 is by the way of in aforementioned preferred embodiment one, and after determining complexion instruction information, library is indicated in feature health Middle to inquire health instruction information corresponding with identified complexion instruction information, the health as user indicates information.
3) scheme that preferred embodiment two and preferred embodiment three are combined to gained may include:Determining device 2 is according to image Characteristic information, and, the characteristic portion in the corresponding body part of the image feature information or body part, and combine pre-established Feature health indicate library, determine user health instruction information.
Specifically, it is determined that device 2 is according to the characteristic portion in the corresponding body part of image feature information or body part, Determine corresponding health instruction judgment rule;Again based on identified health instruction judgment rule, and combine described image feature Information and pre-established feature health indicate library, determine the health instruction information of user.
For example, physical trait corresponding with image feature information position is eye, and image feature information includes that face is whole The hue information and saturation infromation of body and the hue information and saturation infromation of eye.The instruction of feature health prestores in library Contain the correspondence between image feature information and health instruction information;Determining device 2 is eye according to physical trait position, Determine that health instruction judgment rule is that health corresponding with eye indicates judgment rule;It is then determined device 2 is based on and eye pair The health instruction judgment rule answered indicates the hue information and saturation infromation pair of inquiry and face's entirety in library in feature health The health instruction information answered, the health instruction information as user.
4) scheme that preferred embodiment one, preferred embodiment two and preferred embodiment three are combined to gained may include:Determine dress 2 are set according to the characteristic portion in image feature information and the corresponding body part of the image feature information or body part, and Library is indicated in conjunction with pre-established feature health, determines the complexion instruction information of body part;Also, determining device 2 obtains and institute State the corresponding health instruction information of complexion instruction information.Alternatively, preferred embodiment one, preferred embodiment two and preferred embodiment three are carried out It may include in conjunction with the scheme of gained:Determining device 2 is according to image feature information and the corresponding body of the image feature information Characteristic portion in position or body part determines the complexion instruction information of body part;Also, determining device 2 is according to pre-established Feature health indicate library, obtain with the complexion instruction information it is corresponding health indicate information.
For example, physical trait corresponding with image feature information position is nose, and image feature information includes that face is whole The tone A and saturation degree B of body and the tone a4 and saturation degree b4 of nose.Determining device 2 is nose according to body part, is determined Health instruction judgment rule is that health corresponding with nose indicates judgment rule;It is then determined device 2 is according to corresponding with nose Health instruction judgment rule determines that the calculation formula of complexion value is (A-a4)2+(B–b4)2;Then determining device 2 is according to based on upper The complexion value that calculation formula obtains is stated, indicates to be inquired in library in feature health, obtains health corresponding with the complexion value and refer to Show information, the health instruction information as user.It should be noted that in this example, when the value of above-mentioned calculation formula is more than one When predetermined health threshold value, the health instruction information obtained can indicate user's body health;When the value of above-mentioned calculation formula is less than When one predetermined healthy threshold value, the health instruction information obtained may indicate that user lacks health.
It should be noted that above three preferred embodiment and its association schemes are only that the technology of the present invention is better described Scheme rather than limitation of the present invention, it should be appreciated by those skilled in the art that the realization that any thought based on the present invention obtains Mode should be included in the scope of the present invention.
Son provides device 3 and the health is indicated that information is supplied to the user.
Specifically, the health is indicated that information is supplied to the realization method of the user to include but not by sub- offer device 3 It is limited to:
1) in the case where computer equipment is the network equipment, health instruction information is supplied to user by sub- offer device 3 Equipment, to be presented to the user by user equipment.
2) in the case where computer equipment is user equipment, health instruction information is directly presented to by sub- offer device 3 User.
The present embodiment is illustrated by multiple schemes, presents the mistake that computer equipment provides the method for health instruction to the user Journey.The offer device of the present embodiment includes three devices, and acquisition device 1 obtains the image feature information of user body parts.It is existing The external manifestation for the image information that user body parts are intuitively obtained by online doctor in some technologies, expend the time and Energy, and both sides is needed to carry out interaction online simultaneously.And in the present embodiment, acquisition device 1 can be directly acquired and stored In local or the image feature information for the image information downloaded from the Internet, or can also be obtained by way of calling camera shooting application Take image feature information.Determining device 2 determines the health instruction information of user according to image feature information.The present embodiment is herein List three preferred embodiments of the health instruction information of determining user.In a preferred approach, determining device 2 passes through to image spy Reference breath carries out respective handling, and then determines corresponding health instruction information.Computer processing procedure is convenient and efficient.And existing skill In art, online doctor is analyzed the image information of the corresponding body part of user by the Heuristics of oneself, process It is more complicated, moreover, if online doctors experience is insufficient, corresponding analysis cannot be made in time, to user bring it is many not Just.When computer equipment is the network equipment, health instruction information is supplied to user equipment by sub- offer device 3, with by user Equipment is presented to the user;When computer equipment is user equipment, sub- offer device 3 will indicate that information is presented to the user.In this way, User can be with the health instruction information for knowing oneself of accurate quick, and user can oneself selection direct reading health instruction Information can also be waited and be read again when an opportunity arises.And in the prior art, just it must inform user's in real time by online doctor Health condition.Generally speaking, the method for the present embodiment can convenient, fast, accurately provide health instruction information to the user, be A kind of improvement to the prior art.
In addition, in the present invention, device is provided without any biological sample from the user, you can judge user health And provide suggestion to the user.
Fig. 4 is the structural schematic diagram of the device for providing health instruction of another embodiment of the present invention.It is described to be used for The device (hereinafter referred to as " providing device ") for providing health instruction can mount in computer equipment, which includes using In the device (hereinafter referred to as " acquisition device 1 ") of the image feature information for the body part for obtaining user;For according to Image feature information determines the device (hereinafter referred to as " determining device 2 ") of the health instruction information of the user;For by institute The device (hereinafter referred to as " sub- offer device 3 ") that health instruction information is supplied to the user is provided.Wherein, acquisition device 1 wraps It includes the device (hereinafter referred to as " sub- acquisition device 11 ") of the image information of the body part for obtaining user and is used for basis Image information determines the image feature information (hereinafter referred to as " sub- determining device 12 ") of body part;Wherein it is determined that device 2 It has been described in detail with reference to the embodiment shown in FIG. 3 with sub- offer device 3, details are not described herein.
Sub- acquisition device 11 obtains the image information of the body part of user.
Specifically, the realization method that sub- acquisition device 11 obtains the image information of the body part of user includes but unlimited In:
1) sub- acquisition device 11 directly acquires the image information of pre-determining.
For example, sub- acquisition device 11, which is directly read, has been stored in local image information.In another example sub- acquisition device 11 from Image information etc. is downloaded on network.
2) sub- acquisition device 11 is by calling the body part for imaging application and shooting user, to obtain the body of user The image information of position.
For example, when computer equipment is the user equipment with camera function, sub- acquisition device 11 calls camera shooting application, with The body part for shooting user, to obtain the image information of corresponding body part.
It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to the limit of the present invention System, it should be appreciated by those skilled in the art that the realization method of the image information of any body part for obtaining user, should all include Within the scope of the invention.
Sub- determining device 12 determines the image feature information of body part according to image information.
Specifically, sub- determining device 12 determines the realization method of the image feature information of body part according to image information Including but not limited to:
1) sub- determining device 12 identifies the position area of characteristic portion in the picture in body part according to image information Domain, and according to the corresponding image information in the band of position, determine characteristics of image corresponding with the characteristic portion in the body part Information.
If for example, the corresponding body part of default image information is face, and the characteristic portion for having preset face includes Eye, forehead, lip, the nose of face.Sub- determining device 12 identifies eye according to face recognition algorithms from image information The band of position of portion, forehead, lip and nose in the picture;Then, sub- determining device 12 is according to the identified band of position pair The image information answered calculates separately the tone and saturation degree of such image information, as eye, the tone of forehead, lip, nose Information and saturation infromation.
2) sub- determining device 12 determines characteristics of image letter corresponding with the entirety of the body part according to image information Breath.
If for example, only including the image of body part in image information, sub- determining device 12 directly calculates whole image Tone and saturation degree, the corresponding image feature information of entirety as body part.
In another example acquiescence body part is face, and preset the hue information that image feature information includes face's entirety And saturation infromation.Then sub- determining device 12 identifies the corresponding image-region of face from image information, and calculates the image district The tone and saturation degree in domain, hue information and saturation infromation as face's entirety.
It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to the limit of the present invention System, it should be appreciated by those skilled in the art that it is any according to image information, determine the realization side of the image feature information of body part Formula should be included in the scope of the present invention.
It should be noted that the present invention can be carried out in the assembly of software and/or software and hardware, for example, this hair Application-specific integrated circuit (ASIC) can be used in bright each device or any other is realized similar to hardware device.In one embodiment In, software program of the invention can be executed by processor to realize steps described above or function.Similarly, of the invention Software program (including relevant data structure) can be stored in computer readable recording medium storing program for performing, for example, RAM memory, Magnetic or optical driver or floppy disc and similar devices.In addition, hardware can be used to realize in some steps or function of the present invention, example Such as, coordinate to execute the circuit of each step or function as with processor.
It is obvious to a person skilled in the art that invention is not limited to the details of the above exemplary embodiments, Er Qie In the case of without departing substantially from spirit or essential attributes of the invention, the present invention can be realized in other specific forms.Therefore, no matter From the point of view of which point, the present embodiments are to be considered as illustrative and not restrictive, and the scope of the present invention is by appended power Profit requires rather than above description limits, it is intended that all by what is fallen within the meaning and scope of the equivalent requirements of the claims Variation includes within the present invention.Any reference signs in the claims should not be construed as limiting the involved claims.This Outside, it is clear that one word of " comprising " is not excluded for other units or step, and odd number is not excluded for plural number.That is stated in system claims is multiple Unit or device can also be realized by a unit or device by software or hardware.The first, the second equal words are used for table Show title, and does not represent any particular order.

Claims (9)

1. a kind of device for providing health instruction in computer equipment, wherein the device includes:
The device of the image feature information of body part for obtaining user, wherein described image characteristic information includes described The image feature information of multiple characteristic areas in body part;
For according to described image characteristic information, determining the device of the health instruction information of the user;
For the health to be indicated that information is supplied to the device of the user;
Wherein, described for according to described image characteristic information, determining that the device of the health instruction information of the user is used for:
According to the image feature information of the multiple characteristic area, being averaged for the characteristics of image of the multiple characteristic area is sought Value, and the range fallen into according to the average value determine the health instruction information of user.
2. the apparatus according to claim 1, wherein the image feature information of the body part for the acquisition user Device includes:
The device of the image information of body part for obtaining the user;
For according to described image information, determining the device of the image feature information of the body part.
3. the apparatus of claim 2, wherein for according to described image information, determining the figure of the body part As the device of characteristic information includes:
For according to described image information, identifying the band of position of the characteristic portion in the body part in described image Device;
For according to the corresponding image information in the band of position, determining figure corresponding with the characteristic portion in the body part As the device of characteristic information.
4. the apparatus of claim 2, wherein for according to described image information, determining the figure of the body part As the device of characteristic information includes:
For according to described image information, determining the device of image feature information corresponding with the entirety of the body part.
5. the apparatus according to claim 1, wherein described image characteristic information includes at least one of following:
The image color characteristic information of characteristic area in body part or body part;
The shape feature information of characteristic area in body part or body part.
6. device according to claim 5, wherein described image color character information includes at least one of following:
Picture tone information;
Image saturation information.
7. device according to claim 5 or 6, wherein described image characteristic information includes described image color character letter Breath, wherein for according to described image characteristic information, determining that the device of the health instruction information of the user includes:
For according to described image characteristic information, determining the device of the complexion instruction information of the body part;
Device for obtaining health instruction information corresponding with complexion instruction information.
8. device according to any one of claim 1 to 6, wherein for according to described image characteristic information, determining institute The health for stating user indicates that the device of information includes:
For according to described image characteristic information, and, in the corresponding body part of the image feature information or body part Characteristic portion determines the device of the health instruction information of the user.
9. device according to any one of claim 1 to 6, wherein for according to described image characteristic information, determining institute The health for stating user indicates that the device of information includes:
For indicating library according to described image characteristic information, and in conjunction with pre-established feature health, the health of the user is determined Indicate the device of information.
CN201510134619.6A 2015-03-25 2015-03-25 A kind of method and apparatus for providing health instruction Active CN104820770B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510134619.6A CN104820770B (en) 2015-03-25 2015-03-25 A kind of method and apparatus for providing health instruction

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510134619.6A CN104820770B (en) 2015-03-25 2015-03-25 A kind of method and apparatus for providing health instruction

Publications (2)

Publication Number Publication Date
CN104820770A CN104820770A (en) 2015-08-05
CN104820770B true CN104820770B (en) 2018-11-13

Family

ID=53731065

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510134619.6A Active CN104820770B (en) 2015-03-25 2015-03-25 A kind of method and apparatus for providing health instruction

Country Status (1)

Country Link
CN (1) CN104820770B (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105205490B (en) * 2015-09-23 2019-09-24 联想(北京)有限公司 A kind of information processing method and electronic equipment

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102799872A (en) * 2012-07-17 2012-11-28 西安交通大学 Image processing method based on face image characteristics
CN103034775A (en) * 2011-09-29 2013-04-10 上海中医药大学 Traditional Chinese-medical face diagnosis analyzing and diagnosing system
CN103690149A (en) * 2013-12-30 2014-04-02 惠州Tcl移动通信有限公司 Mobile terminal for recognizing physical conditions by facial photographing and implementing method for mobile terminal
CN103735247A (en) * 2013-12-20 2014-04-23 上海中医药大学 Palm color analysis method for health state identification

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103034775A (en) * 2011-09-29 2013-04-10 上海中医药大学 Traditional Chinese-medical face diagnosis analyzing and diagnosing system
CN102799872A (en) * 2012-07-17 2012-11-28 西安交通大学 Image processing method based on face image characteristics
CN103735247A (en) * 2013-12-20 2014-04-23 上海中医药大学 Palm color analysis method for health state identification
CN103690149A (en) * 2013-12-30 2014-04-02 惠州Tcl移动通信有限公司 Mobile terminal for recognizing physical conditions by facial photographing and implementing method for mobile terminal

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
面部气色检测系统研究;王鸿谟等;《中国中西医结合学会第六届全国诊断学术会议论文集》;20120722;19-23 *

Also Published As

Publication number Publication date
CN104820770A (en) 2015-08-05

Similar Documents

Publication Publication Date Title
CN110210571A (en) Image-recognizing method, device, computer equipment and computer readable storage medium
WO2014119244A1 (en) Makeup application assistance device, makeup application assistance system, and makeup application assistance method
CN110869938A (en) Personnel identification system and method
US9355304B2 (en) Apparatus and method of determining facial expression type
WO2008145952A1 (en) Apparatus and method of body characterisation
CN108171204B (en) Detection method and device
US11631208B1 (en) Systems and methods for generating clinically relevant images that preserve physical attributes of humans while protecting personal identity
US8718344B2 (en) Image processing apparatus and medical image diagnosis apparatus
CN109670385A (en) The method and device that expression updates in a kind of application program
US11935238B2 (en) Systems and methods for generating clinically relevant images that preserve physical attributes of humans while protecting personal identity
WO2014101165A1 (en) Method and system for determining concentration level of a viewer of displayed content
CN111724364B (en) Method and device based on lung lobes and trachea trees, electronic equipment and storage medium
CN109426799A (en) Information processing unit, storage medium and information processing method
CN112602087A (en) Human recognition system and method
WO2016204778A1 (en) Systems and methods of analyzing images
CN104820770B (en) A kind of method and apparatus for providing health instruction
CN105931204B (en) Picture restoring method and system
US9924865B2 (en) Apparatus and method for estimating gaze from un-calibrated eye measurement points
WO2021017308A1 (en) Tongue image matching method, electronic apparatus, computer device, and storage medium
CN105229700B (en) Device and method for extracting peak figure picture from multiple continuously shot images
WO2023010796A1 (en) Image processing method and related apparatus
CN111324274A (en) Virtual makeup trial method, device, equipment and storage medium
WO2018126642A1 (en) Display apparatus and display method
CN110381374A (en) Image processing method and device
JP2024500224A (en) Method and apparatus for hair styling analysis

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
EXSB Decision made by sipo to initiate substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant