CN106997428A - Mesh examines system - Google Patents
Mesh examines system Download PDFInfo
- Publication number
- CN106997428A CN106997428A CN201710226313.2A CN201710226313A CN106997428A CN 106997428 A CN106997428 A CN 106997428A CN 201710226313 A CN201710226313 A CN 201710226313A CN 106997428 A CN106997428 A CN 106997428A
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- China
- Prior art keywords
- mesh
- examines
- eyes
- grader
- acquisition device
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Classifications
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B3/00—Apparatus for testing the eyes; Instruments for examining the eyes
- A61B3/10—Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions
- A61B3/14—Arrangements specially adapted for eye photography
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
Abstract
The present embodiments relate to electronic technology field, disclose a kind of mesh and examine system.In the embodiment of the present invention, the mesh system of examining includes：Portable mesh examines information acquisition device and terminal module；Mesh examines information acquisition device and is connected to terminal module；Wherein, mesh examines information acquisition device and is used to gather the image of eyes and sends the image of eyes to terminal module；Terminal module is used to examine reference information according to the image of eyes generation mesh.Portable mesh is examined information acquisition device and is combined together with having the terminal module of portability by the embodiment of the present invention, so that mesh examines place and the mesh time of examining can need selection according to user, have great convenience for the user, remind the user that and pay close attention to the health status of oneself at any time, in order to the timely discovery of disease.
Description
Technical field
The present embodiments relate to electronic technology field, more particularly to a kind of mesh examines system.
Background technology
With the development of society, the service product of hommization is all being pursued to meet the need that people are growing in each field
Ask；Wherein, in the medical field, all kinds of Medical Instruments (such as ophthalmological instrument) play an important role in the detection of hospital,
They can be analyzed human body, so that auxiliary diagnosis personnel are to be diagnosed to be disease.
Inventor has found existing Ophthalmologic apparatus, and there are the following problems：(1) volume is larger, it has not been convenient to carry, and makes its basic
It can only use within the hospital, application places are limited；(2) due to can only use within the hospital substantially, therefore the limited time used, no
It can meet the need for people detect eyes with prevention disease in real time.
The content of the invention
The purpose of the embodiment of the present invention is that providing a kind of mesh examines system, and portable mesh is examined into information acquisition device with having just
The terminal module for the property taken is combined together so that mesh examines place and the mesh time of examining can need selection according to user, is greatly facilitated
User, reminds the user that and pays close attention to the health status of oneself at any time, in order to the timely discovery of disease.
In order to solve the above technical problems, system is examined The embodiment provides a kind of mesh, including：Portable mesh is examined
Information acquisition device and terminal module；The mesh examines information acquisition device and is connected to the terminal module；Wherein, the mesh is examined information and adopted
Storage is used to gather the image of eyes and sends the image of the eyes to the terminal module；The terminal module is used for root
Reference information is examined according to the image generation mesh of the eyes.
Embodiments of the invention in terms of existing technologies, mesh examine system including portable mesh examine information acquisition device with
Terminal module；That is, mesh provided in an embodiment of the present invention is examined in system, and mesh is examined into information acquisition device and the terminal module of tool portability
(such as mobile terminal) is combined together, and instead of the larger single Ophthalmologic apparatus of volume in the prior art；And the present embodiment
In mesh to examine information acquisition device easy to carry can be selected so that mesh examines place and the mesh time of examining according to the need for user,
Instead of can only carry out the mode that mesh is examined in hospital substantially in the prior art, and the mesh of the present embodiment examines system operatio simply, from
And reminding user to pay close attention to the health status of oneself at any time so that user can carry out mesh to the eyes of itself in real time and examine in order to disease
The timely discovery of disease.
In addition, terminal module includes mobile terminal and database terminal；The mesh examines information acquisition device and is connected to the shifting
Dynamic terminal；The mobile terminal network is connected to the database terminal；The first mesh is preset with the database terminal to examine point
Class device and the second mesh examine grader；Wherein, the mobile terminal is used for the side that the eyes are obtained according to the image of the eyes
Edge contour feature and textural characteristics, and the edge contour feature and the textural characteristics are separately input into first mesh examined
Grader examines grader with second mesh, and first mesh, which examines grader, to be used for according to edge contour feature generation
The first mesh that mesh is examined in reference information examines reference information, and second mesh examines grader according to textural characteristics generation
The second mesh that mesh is examined in reference information examines reference information.There is provided a kind of specific implementation of terminal module in the present embodiment,
It can be made up of with the mobile terminal of portability and mobile terminal the database terminal of network real time access, so as to realize real-time mesh
Examine, provide users with the convenient；And the terminal module in the present embodiment can generate mesh according to the image of eyes and examine with reference to letter
Breath, degree of intelligence is higher, instead of the mode of more dependence diagnosis in the prior art, objectivity is stronger, to diagnostic personnel
Booster action it is higher.
Include in addition, mesh examines information acquisition device：Housing, processor, video collector and information transmitter；The processing
Device, the video collector and described information transmitter may be contained within the housing；The processor is connected to the video
Collector and described information transmitter；Wherein, the processor controls the image of the video collector collection eyes, and
Control described information transmitter sends the image of the eyes to the terminal module.In the present embodiment letter is examined there is provided mesh
Cease a kind of implementation of collector.
In addition, housing includes shell body and annular fixing band；The processor, the video collector and described information
Transmitter may be contained within the shell body；The two ends of the annular fixing band are fixed on the opposite sides of the shell body, and use
The head of human body is set in the mesh is examined into information acquisition device, and makes the video collector in face of the eyes of the human body.
In the present embodiment, housing includes annular fixing band so that when user wears mesh and examines information acquisition device, annular fixing band is trapped among ear
Upside, fixation is played to shell body.
In addition, housing also includes top fixing band；It is fixed that the two ends of the top fixing band are separately fixed at the annular
The two ends of band；When the mesh, which examines information acquisition device, is sheathed on the head of the human body, the top fixing band is used to fit in
The crown.In the present embodiment, the setting of top fixing band so that when user wears mesh and examines collector, top fixing band bypasses the crown
And contacted with the crown, so that top has a power to act on the shell body of front end so that the face of user is not likely to produce sense tired out.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
There is the accompanying drawing used required in technology description to be briefly described, it should be apparent that, drawings in the following description are this hairs
Some bright embodiments, for those of ordinary skill in the art, on the premise of not paying creative work, can be with root
Other accompanying drawings are obtained according to these accompanying drawings.
Fig. 1 is the block diagram that system is examined according to the mesh of first embodiment；
Fig. 2 is the block diagram that system is examined according to the mesh of second embodiment；
Fig. 3 is the block diagram that mesh in the 3rd embodiment examines information acquisition device；
Fig. 4 is the structural representation that collector is examined according to mesh in the 3rd embodiment；
Fig. 5 is to include the structural representation of camera and encoder according to video collector in the 3rd embodiment.
Embodiment
To make the object, technical solutions and advantages of the present invention clearer, below in conjunction with each reality of the accompanying drawing to the present invention
The mode of applying is explained in detail.However, it will be understood by those skilled in the art that in each embodiment of the invention,
In order that reader more fully understands the application and proposes many ins and outs.But, even if without these ins and outs and base
Many variations and modification in following embodiment, can also realize the application technical scheme claimed.
The first embodiment of the present invention is related to a kind of mesh and examines system, as shown in figure 1, the mesh system of examining includes：It is portable
Mesh examines information acquisition device 1 and terminal module 2.
In present embodiment, mesh examines information acquisition device 1 and is connected to terminal module 2.Mesh, which examines information acquisition device 1, to be used to gather eye
The image of eyeball simultaneously sends the image of eyes to terminal module 2；Terminal module 2 is used to examine reference according to the image of eyes generation mesh
Information.
In the present embodiment, mesh is examined information acquisition device 1 and can be wired in terminal module 2, so not limited to this, mesh in practice
Terminal module 2 can also be connected to by wireless (such as wifi) by examining information acquisition device 1.
In the present embodiment, mesh examines the probability of falling ill that reference information can be certain disease, so not limited to this in practice, can be with
For other kinds of reference information.
Embodiments of the invention in terms of existing technologies, mesh examine system including portable mesh examine information acquisition device with
Terminal module；That is, mesh provided in an embodiment of the present invention is examined in system, and mesh is examined into information acquisition device and the terminal module of tool portability
(such as mobile terminal) is combined together, and instead of the larger single Ophthalmologic apparatus of volume in the prior art；And the present embodiment
In mesh to examine information acquisition device easy to carry can be selected so that mesh examines place and the mesh time of examining according to the need for user,
Instead of can only carry out the mode that mesh is examined in hospital substantially in the prior art, and the mesh of the present embodiment examines system operatio simply, from
And reminding user to pay close attention to the health status of oneself at any time so that user can carry out mesh to the eyes of itself in real time and examine in order to disease
The timely discovery of disease.
Second embodiment of the present invention is related to a kind of mesh and examines system.Second embodiment is on the basis of first embodiment
Upper to be refined, main refinement part is：As shown in Fig. 2 in second embodiment of the invention, to the thin of terminal module 2
Change.
In present embodiment, terminal module 2 includes mobile terminal 21 and database terminal 22.Mesh is examined information acquisition device 1 and connected
It is connected to mobile terminal 21；The network connection of mobile terminal 21 is in database terminal 22 (such as by Internet connection)；Database is whole
It is preset with that the first mesh examines grader and the second mesh examines grader in end 22.Right not limited to this in practice, terminal module 2 can also be
It is integrated with the terminal (such as computer) of database.
In present embodiment, mobile terminal 21 is used for the edge contour feature and texture that eyes are obtained according to the image of eyes
Feature, and edge contour feature and textural characteristics are separately input into the first mesh examines grader and the second mesh examines grader, first
Mesh, which examines grader, to be used to examine reference information according to the first mesh that edge contour feature generation mesh is examined in reference information, and the second mesh is examined
Grader examines the second mesh in reference information according to textural characteristics generation mesh and examines reference information.
Preferably, in the present embodiment, mobile terminal is being additionally operable to obtaining the edge contour of eyes according to the image of eyes
Before feature and textural characteristics, by the Image Adjusting of eyes to target size (target size is, for example, 70*70), by eyes
Picture size is standardized, and is easy to the acquisition of feature.
In the present embodiment, mobile terminal 21 can obtain the edge wheel of eyes by histograms of oriented gradients feature (HOG)
Wide feature, the textural characteristics of eyes is obtained by local binary patterns (LBP), so not limited to this in practice, for example, can also led to
Cross Lis Hartel and levy the edge contour feature that (HARR) obtains eyes, the texture for obtaining eyes by deep learning method (DL) is special
Levy.
In the present embodiment, the first mesh examine grader and the second mesh to examine grader be the history according to substantial amounts of same disease
What case-data was constructed in advance, so as to ensure the accuracy of grader output information.Specifically, in the present embodiment, the first mesh is examined
Grader is the grader corresponding to histograms of oriented gradients feature, and the second grader is the classification corresponding to local binary patterns
Device, and the first grader and the second grader are the grader corresponding to same disease, for example, classification corresponding to hepatopathy
Device, so not limited to this in practice, the grader of correspondence disease type can be preset according to actual needs.
In the present embodiment, mobile terminal can be for mobile phone, tablet personal computer etc., so not limited to this, the present embodiment pair in practice
The type of mobile terminal is not intended to be limited in any.
In the present embodiment, database terminal 22 can be server, and mobile terminal 21 can access number by default network address
According to storehouse terminal 22, right not limited to this in practice, database terminal 22 can also be other kinds of equipment.
Grader is examined according to the first mesh and the second mesh is examined point preferably, being also preset with the present embodiment, in database terminal
The integrated classifier of class device construction；Mobile terminal is additionally operable to the first mesh examining reference information and the second mesh examine reference information input to
Integrated classifier；And integrated classifier examines reference information according to the first mesh and the second mesh examines reference information generation mesh and examines reference information
In the 3rd mesh examine reference information.
There is provided one kind side of implementing of terminal module for first embodiment for embodiments of the invention
Formula, can be made up of with the mobile terminal of portability and mobile terminal the database terminal of network real time access, so as to realize reality
When mesh examine, provide users with the convenient；And the terminal module in the present embodiment can generate mesh according to the image of eyes and examine ginseng
Information is examined, degree of intelligence is higher, instead of the mode of more dependence diagnosis in the prior art, objectivity is stronger, to diagnosis
The booster action of personnel is higher.
Third embodiment of the present invention is related to a kind of mesh and examines system.3rd embodiment is on the basis of first embodiment
Upper to be refined, main refinement part is：As shown in Figure 3,4, in third embodiment of the invention, information gathering is examined to mesh
The refinement of device 1.
In present embodiment, mesh, which examines information acquisition device 1, includes housing 11, processor 12, video collector 13 and information
Transmitter 14.Specifically, processor 11, video collector 12 and information transmitter 13 may be contained within housing 11；Processor
11 are connected to video collector 12 and information transmitter 13.
In present embodiment, the control video collector 13 of processor 12 gathers the image of eyes, and control information transmitter
14 send the image of eyes to terminal module.
In fact, in the present embodiment, mesh, which examines information acquisition device 1, also includes circuit board, circuit board is arranged in housing 11；Place
Reason device 12, video collector 13 and information transmitter 14 are respectively mounted on circuit boards.
In fact, in the present embodiment, processor 12 is additionally operable to the image of eyes being compressed, and by the image after compression
Send to information transmitter 14.
In the present embodiment, as shown in figure 5, video collector 13 includes camera 131 and encoder 132.Camera 131 connects
Encoder 132 is connected to, camera 131 is connected to processor 12 with encoder 132.
In fact, the present embodiment can also be the scheme refined on the basis of second embodiment.
There is provided a kind of realization side that mesh examines information acquisition device for first embodiment for embodiments of the invention
Formula.
The 4th embodiment of the present invention is related to a kind of mesh and examines system.4th embodiment is on the basis of the 3rd embodiment
Upper to be refined, main refinement part is：In four embodiment of the invention, mesh, which examines information acquisition device, also includes connection
Device.
In present embodiment, mesh examines the connector that information acquisition device also includes being used to connect external power source.Connector is set
On housing, and connector is connected to processor, video collector and information transmitter.
In fact, in the present embodiment, connector is installed on circuit boards.
Preferably, in the present embodiment, mesh, which examines information acquisition device, also includes energy-storage battery.Energy-storage battery be connected to processor,
Video collector and information transmitter.
Present embodiment examines mesh information acquisition device and has carried out further refinement for the 3rd embodiment,
So that mesh examines information acquisition device connects external power source by connector, power itself is thought.
The 5th embodiment of the present invention is related to a kind of mesh and examines system.5th embodiment is on the basis of the 3rd embodiment
Upper to be refined, main refinement part is：In fifth embodiment of the invention, with reference to shown in Fig. 4, housing 11 includes shell sheet
Body 111 and annular fixing band 112.
In present embodiment, processor, video collector and information transmitter may be contained within shell body 111；Annular is solid
The two ends for determining band 112 are fixed on the opposite sides of shell body 111, and for mesh to be examined into the head that information acquisition device is set in human body
Portion, and make video collector in face of the eyes of human body.
Preferably, in the present embodiment, housing 11 also includes top fixing band 113.The two ends of top fixing band 113 are solid respectively
It is scheduled on the two ends of annular fixing band 112；When mesh, which examines information acquisition device, is sheathed on the head of human body, top fixing band 113 is used for
Fit in the crown.
In the present embodiment, between annular fixing band 112 and shell body 111, annular fixing band 112 and top fixing band 113
Between, it can be fixed by way of buckle, connected mode is simple, so not limited to this in practice, it can also be used
His connected mode.
In fact, the present embodiment can also be the scheme refined on the basis of fourth embodiment.
Present embodiment is for the 3rd embodiment, and housing includes annular fixing band so that user wears mesh and examined
During information acquisition device, annular fixing band is trapped among the upside of ear, and fixation is played to shell body；And housing also includes top
Fixing band so that when user wears mesh and examines collector, top fixing band bypasses the crown and contacted with the crown, so that top has one
Power acts on the shell body of front end so that the face of user is not likely to produce sense tired out.
It will be appreciated by those skilled in the art that realizing that all or part of step in above-described embodiment method can be by
Program instructs the hardware of correlation to complete, and the program storage is in a storage medium, including some instructions are to cause one
Individual equipment (can be single-chip microcomputer, chip etc.) or processor (processor) perform each embodiment methods described of the application
All or part of step.And foregoing storage medium includes：USB flash disk, mobile hard disk, read-only storage (ROM, Read-Only
Memory), random access memory (RAM, Random Access Memory), magnetic disc or CD etc. are various can store journey
The medium of sequence code.
It will be understood by those skilled in the art that the respective embodiments described above are to realize the specific embodiment of the present invention,
And in actual applications, can to it, various changes can be made in the form and details, without departing from the spirit and scope of the present invention.
Claims (10)
1. a kind of mesh examines system, it is characterised in that including：Portable mesh examines information acquisition device and terminal module；
The mesh examines information acquisition device and is connected to the terminal module；
Wherein, the mesh examines information acquisition device and is used to gather the image of eyes and sends the image of the eyes to the terminal
Module；The terminal module is used to examine reference information according to the image of eyes generation mesh.
2. mesh according to claim 1 examines system, it is characterised in that the terminal module includes mobile terminal and database
Terminal；
The mesh examines information acquisition device and is connected to the mobile terminal；It is whole that the mobile terminal network is connected to the database
End；It is preset with that the first mesh examines grader and the second mesh examines grader in the database terminal；
Wherein, the mobile terminal is used for edge contour feature and the texture spy that the eyes are obtained according to the image of the eyes
Levy, and the edge contour feature and the textural characteristics are separately input into first mesh and examine grader and second mesh
Examine grader, first mesh examine grader be used for according to the edge contour feature generate the mesh examine in reference information the
One mesh examines reference information, and second mesh examine grader according to the textural characteristics generate the mesh examine in reference information the
Two mesh examine reference information.
3. mesh according to claim 2 examines system, it is characterised in that be also preset with the database terminal according to described
First mesh examines the integrated classifier that grader examines grader construction with second mesh；
The mobile terminal is used to first mesh examining reference information and second mesh is examined reference information and inputted to the collection
Constituent class device, and the integrated classifier examines reference information according to first mesh and second mesh examines reference information generation institute
State the 3rd mesh that mesh examined in reference information and examine reference information.
4. mesh according to claim 2 examines system, it is characterised in that the mobile terminal is used to pass through direction gradient Nogata
Figure feature obtains the edge contour feature of the eyes, and special for the texture that the eyes are obtained by local binary patterns
Levy；
First grader is the grader corresponding to the histograms of oriented gradients feature, and second grader is correspondence
In the grader of the local binary patterns.
5. mesh according to claim 1 examines system, it is characterised in that the mesh, which examines information acquisition device, to be included：Housing, processing
Device, video collector and information transmitter；
The processor, the video collector and described information transmitter may be contained within the housing；
The processor is connected to the video collector and described information transmitter；
Wherein, the processor controls the video collector to gather the image of the eyes, and controls described information transmitter
The image of the eyes is sent to the terminal module.
6. mesh according to claim 5 examines system, it is characterised in that the video collector includes camera and coding
Device；
The camera is connected to the encoder, and the camera is connected to the processor with the encoder.
7. mesh according to claim 5 examines system, it is characterised in that the mesh, which examines information acquisition device, also to be included being used to connect
The connector of external power source；
The connector is set on the housing, and the connector be connected to the processor, the video collector with
And described information transmitter.
8. mesh according to claim 5 examines system, it is characterised in that the housing includes shell body and annular fixing band；
The processor, the video collector and described information transmitter may be contained within the shell body；
The two ends of the annular fixing band are fixed on the opposite sides of the shell body, and for the mesh to be examined into information acquisition device
The head of human body is set in, and makes the video collector in face of the eyes of the human body.
9. mesh according to claim 5 examines system, it is characterised in that the housing also includes top fixing band；
The two ends of the top fixing band are separately fixed at the two ends of the annular fixing band；
When the mesh, which examines information acquisition device, is sheathed on the head of the human body, the top fixing band is used to fit in the crown.
10. mesh according to claim 1 examines system, it is characterised in that the mobile terminal is mobile phone.
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710226313.2A CN106997428A (en) | 2017-04-08 | 2017-04-08 | Mesh examines system |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710226313.2A CN106997428A (en) | 2017-04-08 | 2017-04-08 | Mesh examines system |
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| CN201710226313.2A Pending CN106997428A (en) | 2017-04-08 | 2017-04-08 | Mesh examines system |
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| CN111091056A (en) * | 2019-11-14 | 2020-05-01 | 泰康保险集团股份有限公司 | Method and device for identifying sunglasses in image, electronic equipment and storage medium |
| CN111667905A (en) * | 2020-05-31 | 2020-09-15 | 上海中医药大学附属曙光医院 | Examination device and information processing method for traditional Chinese medicine eye diagnosis |
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Application publication date: 20170801 |