CN110084225A - Scanning, digital operation and printing equipment and system based on 5G cloud storage - Google Patents
Scanning, digital operation and printing equipment and system based on 5G cloud storage Download PDFInfo
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- CN110084225A CN110084225A CN201910406385.4A CN201910406385A CN110084225A CN 110084225 A CN110084225 A CN 110084225A CN 201910406385 A CN201910406385 A CN 201910406385A CN 110084225 A CN110084225 A CN 110084225A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
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- G06F18/24—Classification techniques
- G06F18/243—Classification techniques relating to the number of classes
- G06F18/24323—Tree-organised classifiers
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/12—Digital output to print unit, e.g. line printer, chain printer
- G06F3/1201—Dedicated interfaces to print systems
- G06F3/1223—Dedicated interfaces to print systems specifically adapted to use a particular technique
- G06F3/1237—Print job management
- G06F3/1242—Image or content composition onto a page
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/12—Digital output to print unit, e.g. line printer, chain printer
- G06F3/1201—Dedicated interfaces to print systems
- G06F3/1278—Dedicated interfaces to print systems specifically adapted to adopt a particular infrastructure
- G06F3/1285—Remote printer device, e.g. being remote from client or server
- G06F3/1287—Remote printer device, e.g. being remote from client or server via internet
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/14—Image acquisition
- G06V30/148—Segmentation of character regions
- G06V30/153—Segmentation of character regions using recognition of characters or words
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/32—Digital ink
- G06V30/333—Preprocessing; Feature extraction
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- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
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- G06V30/36—Matching; Classification
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
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Abstract
The present invention provides a kind of scanning based on 5G cloud storage, digital operation and printing equipment and system.Described device includes: body, and is set to automatic identification text and digital units, text and digital separation unit, manual screening information unit, hind computation method memory, digital hind computation unit, manually free matching unit and the print unit of the internal body.Device of the present invention can automatically identify text and number, and it is furthermore achieved on the basis of text, number identification and the number after identification is subjected to automatic operation or optional operation manually, and operation result is carried out to the function of information matches and printing with the text isolated, it realizes and is transcribed without secondary manually, manual calculations and clerical error are avoided, time and manpower is saved to a certain extent;Matching result can also be passed through 5G network backup to cloud by described device, ensure the safety of critical data.
Description
Technical field
The present invention relates to fields of communication technology, and in particular to a kind of scanning based on 5G cloud storage, digital operation and printing
Device and a kind of scanning based on 5G cloud storage, digital operation and print system.
Background technique
In routine work and life, the related electronic products such as mobile phone and computer can not substitute the record of paper and pen completely
And relevant calculation function.Staff's later period may also need to hand-written material carry out further transcribe with relevant calculating,
Waste a large amount of time and efforts, and can be inevitably generated calculating mistake or information transcribe mistake.
Although some softwares have character identification function at this stage, it cannot achieve the automatic operation of number or manually may be used
Selecting operation, and text information can not be matched with digital information.
Summary of the invention
The present invention is completed in order at least partly solve the technical problems existing in the prior art.
Solving technical solution used by present invention problem is:
The present invention provides a kind of scanning based on 5G cloud storage, digital operation and printing equipment comprising: body, and
It is set to the following part of the internal body: automatic identification text and digital units, for identifying simultaneously hand-written material picture
It is converted into that document can be operated;Text and digital separation unit, for by the text operated in document and digital separation;Hand
Dynamic filter information unit, for selecting the number to require calculation under the operation of user;Hind computation method memory,
Multiple operational formulas and multiple oeprators are previously stored in it;Digital hind computation unit, for what is selected according to user
Operational formula or oeprator carry out operation to selected number;Manual free matching unit, for that will be transported under the operation of user
It calculates result manually to be matched with the text isolated, and matching result is passed through into 5G network backup to cloud;And printing list
Member, for printing matching result.
Optionally, the automatic identification text and digital units include: OCR identification module and unit digital information import and
Identification module;The OCR identification module goes out the single number of the text and picture format in the hand-written material picture for identification
Word character;The picture format that the unit digital information imports and identification module is used to identify the OCR identification module
Individual digit character recognition be respective digital character in standard digital character set, and the numerical character that will identify that passes through 5G
Network backup is to cloud;The text and the unit digital information that the OCR identification module identifies import and identification module is known
Not Chu numerical character composition described in can operate document.
Optionally, the unit digital information imports and identification module is using the modified decision tree of unsupervised self study recurrence
The identification of sorting algorithm realization numerical character.
Optionally, described device further include: be set to the picture memory of the internal body, be used to receive electronics and set
The standby next hand-written material picture of transmission simultaneously stores, and the hand-written material picture is passed through 5G network backup to cloud.
Alternatively, described device further include: be set to the scanning element and picture memory of the internal body;The scanning
Unit is used to hand-written material manuscript being scanned into hand-written material picture;The picture memory is for storing the hand-written material figure
Piece, and the hand-written material picture is passed through into 5G network backup to cloud.
Optionally, further includes: be set to the display screen and input equipment of the body surface.
Optionally, the input equipment includes: at least one of mouse, keyboard and select button.
Optionally, the display screen is touch LCD screen.
The present invention also provides a kind of scanning based on 5G cloud storage, digital operation and print systems comprising: cloud storage
Server, cloud Analysis server, and by 5G network with both connect several above-mentioned scannings based on 5G cloud storage,
Digital operation and printing equipment;The cloud Analysis server is used to realize the cloud using the machine learning analytic function of itself
Hold the automatic transmission of information between storage server and described device.
Optionally, it is provided with cloud disaster recovery data framework in the cloud storage server, to restore described device
In critical data and application program.
The utility model has the advantages that
The present invention provides one kind, and hand-written material can be carried out to the robotic all-in-one machine transcribed and printed, the all-in-one machine
Text and number can be automatically identified, and is furthermore achieved on the basis of text, number identification by the number after identification
Word carries out automatic operation or optional operation manually, and operation result is carried out to the function of information matches with the text isolated,
Matching result can also be passed through to 5G network backup to cloud, ensured the safety of critical data.
Detailed description of the invention
Fig. 1 is the structural frames of the scanning based on 5G cloud storage, digital operation and printing equipment that the embodiment of the present invention 1 provides
Figure;
Fig. 2 is that the unsupervised self study that the embodiment of the present invention 1 provides returns modified classified search decision tree schematic diagram;
Fig. 3 is the workflow of the scanning based on 5G cloud storage, digital operation and printing equipment that the embodiment of the present invention 1 provides
Cheng Tu;
Fig. 4 is that the appearance of the scanning based on 5G cloud storage, digital operation and printing equipment that the embodiment of the present invention 1 provides is shown
It is intended to;
Fig. 5 is that the structure of the scanning based on 5G cloud storage, digital operation and print system that the embodiment of the present invention 2 provides is shown
It is intended to.
In figure: scanning, digital operation and printing equipment of the 1- based on 5G cloud storage;100- body;101- automatic identification
Text and digital units;102- text and digital separation unit;103- manual screening information unit;The hind computation side 104-
Method memory;105- number hind computation unit;106- free matching unit manually;107- print unit;108- picture
Memory;109- scanning element;110- touch LCD screen;111- select button;112- power supply;113- is scanned into paper
Mouthful;114- prints exit slot;115- power switch;The cloud 2- Analysis server;The cloud 3- storage server;4- electronics
Equipment.
Specific embodiment
Technical solution in order to enable those skilled in the art to better understand the present invention, with reference to the accompanying drawings and examples to this
Invention is described in further detail.
Embodiment 1:
The present embodiment provides a kind of scanning based on 5G cloud storage, digital operation and printing equipments.As shown in Figure 1, described
Device includes: body, and is set to automatic identification text and digital units 101, the text and digital separation list of internal body
It is member 102, manual screening information unit 103, hind computation method memory 104, digital hind computation unit 105, free manually
Matching unit 106 and print unit 107.
Wherein, automatic identification text and digital units 101 are connected with text and digital separation unit 102, and being used for will be hand-written
Material picture, which is recognized and converted into, can operate document, and can operate document and be sent to text and digital separation unit 102;
Text and digital separation unit 102 also with manual screening information unit 103 and manual free 106 phase of matching unit
Even, text and digital separation for that will can operate in document, and the number isolated is sent to manual screening information unit
103, and the text isolated is sent to manual free matching unit 106;
Manual screening information unit 103 is also connected with digital hind computation unit 105, under the operation of user from text
The number to require calculation is selected in the number that word and digital separation unit 102 are isolated;
Hind computation method memory 104 is also connected with digital hind computation unit 105, is inside previously stored with multiple fortune
Calculate formula and multiple oeprators;
Digital hind computation unit 105 is also connected with manual free matching unit 106, is used for according to user from hind computation
The operational formula or oeprator selected in method memory 104 carry out operation to selected number, and operation result is sent to
Manual free matching unit 106;
Manual free matching unit 106 is also connected with print unit 107, based under the operation of user by digital backstage
The operation result for calculating unit 105 is manually matched with the text that text and digital separation unit 102 are isolated, and matching is tied
Fruit is sent to print unit 107, and matching result is passed through 5G network backup to cloud;
Print unit 107 is for printing matching result.
In technical solution provided in this embodiment, robotic transcribe simultaneously can be carried out for hand-written material by specifically providing one kind
The all-in-one machine of printing, the all-in-one machine can automatically identify text and number, and on the basis of text, number identification into
One step, which is realized, carries out automatic operation or optional operation manually for the number after identification, and by operation result and the text isolated
The function of word progress information matches, moreover it is possible to by robotic transcribe result (i.e. matching result) by 5G network backup to cloud, protect
The safety of critical data is hindered.
As a kind of specific embodiment of described device, further include: it is set to the picture memory of internal body
108, it is connected with automatic identification text and digital units 101, for receiving the next hand-written material picture of the transmission of electronic equipment 4 simultaneously
Hand-written material picture is sent to automatic identification text and digital units 101, and hand-written material picture is passed through 5G net by storage
Network backups to cloud.
Wherein, electronic equipment 4 can be the equipment such as mobile phone, tablet computer, laptop, desktop computer.It is with mobile phone
Example, can be by wireless transmission (such as bluetooth, WIFI) between described device, can also be by wire transmission, can also be by hand
Machine and described device pass through 5G network linking;It can take pictures hand-written material manuscript to be formed using the camera function of mobile phone
Hand-written material picture, then be transferred in described device, the hand-written material picture stored in mobile phone can also be transferred to described device
In.
As another specific embodiment of described device, further include: it is set to the scanning element 109 of internal body
With picture memory 108;Scanning element 109 is connected with picture memory 108, for hand-written material manuscript to be scanned into hand-written material
Expect picture, and hand-written material picture is sent to picture memory 108;Picture memory 108 also with automatic identification text and number
Word cell 101 is connected, and for storing hand-written material picture, hand-written material picture is sent to automatic identification text and digital units
101, and hand-written material picture is passed through into 5G network backup to cloud.
It should be noted that above two embodiment can both select an application, it can also be with combined application.
Further, automatic identification text and digital units 101 include: that OCR identification module and unit digital information import
And identification module.OCR is the abbreviation of Optical Character Recognition (optical character identification).
Wherein, OCR identification module goes out the individual digit word of the text and picture format in hand-written material picture for identification
Symbol;The individual digit word for the picture format that unit digital information imports and identification module is used to identify OCR identification module
The respective digital character being identified as in standard digital character set is accorded with, and the numerical character that will identify that passes through 5G network backup to cloud
End.Moreover, the numerical character group that text and unit digital information that OCR identification module identifies import and identification module identifies
Document is operated at aforementioned.
More preferably, unit digital information imports and identification module is using the modified decision tree classification of unsupervised self study recurrence
The individual digit character recognition for the picture format that algorithm identifies OCR identification module is corresponding in standard digital character set
Numerical character.Unit digital information imports and the input of identification module are as follows: the figure that OCR identification module application OCR technique identifies
The individual digit character of piece format, output are as follows: any bit digital in standard digital character set { 0,1,2,3,4,5,6,7,8,9 }
Character.
In the present embodiment, unsupervised self study returns modified Decision Tree Algorithm specifically:
As shown in Fig. 2, it is that one kind infinitely approaches optimal function that unsupervised self study, which returns modified classified search decision tree,
The decision-making technique of value, the entropy of all nodes is respectively less than or the entropy of the root node equal to it on the left subtree of decision tree;Decision
The entropy of all nodes is all larger than or the entropy of the root node equal to it on the right subtree of tree;Left and right subtree is also respectively to classify
Searching decisions tree.It searches decision tree classifiably and entropy estimation is carried out to node each in tree (containing root node) by entropy function value, press
It is searched and is returned classifiably amendment to decision tree according to estimated entropy size and (search for current kth time recurrence characteristic of division function
It is worth maximum node), repeat this process several times.
Traverse decision tree using the sequence of left sibling (left subtree), root node, right node (right subtree), from top to bottom successively
Traversal.
The data of the individual digit character of each picture format to be sorted are divided in possible characteristic of division, are searched for
Process is as follows:
1) data of the individual digit character of each picture format are collected, to form data set;
2) likelihood characteristic of division function category is analyzed as a result, and calculating information gain entropy function estimation entropy;
3) check decision tree it is whether eligible (on left subtree all nodes information gain entropy function estimation entropy it is small
Entropy is estimated in the information gain entropy function of its root node;The information gain entropy function of all nodes estimates entropy on right subtree
It is all larger than or estimates entropy equal to the information gain entropy function of its root node;Left and right subtree is also respectively decision tree);
4) the modification method training decision tree is returned using unsupervised self study;
5) recursion cycle step 1), 2), 3), 4) several times until cycle-index reach the upper limit and search for export meet it is pre-
If recurrence correction conditions.
Specifically, likelihood characteristic of division function are as follows:
Wherein, d takes 50.
Information gain entropy function are as follows:
Wherein, d takes 50.
Unsupervised autonomous learning function are as follows:
Wherein,For kth+1 time recursive numerical value lowest difference recognition function value, k+1 is current recursion number.
Return correction function are as follows:
Wherein, d takes 50.
In addition, the quantity of the operational formula AND operator number stored in hind computation method memory 104 can be by this field
Technical staff sets according to the actual situation.
For example, 20 operational formulas can be stored in advance in hind computation method memory 104, it is specific as follows:
1) .x+y+ ...+n=output valve
2) .x-y- ...-n=output valve
3) .x*y* ... * n=output valve
4) .x/y=output valve
5).xa=output valve
6).logzX=output valve
7) .Sinx=output valve
8) .Cosx=output valve
9) .Tanx=output valve
10) .Cotx=output valve
11) .x+y/2=output valve
12) .x+y+z+ ...+n/n=output valve μ (averaging)
13).σ2=∑ (x- μ)2/ n=output valve (variance)
14).an-bn=output valve (n times formula of variance)
15) .E [ax+by]=aE [x]+bE [y] (desired value)
16) .Cov (a, b)=E { [a-E (a)] * [b-E (b)] } (covariance)
17).ax2+ bx+c=output valve (quadratic equation with one unknown)
18) .ax+by+c=output valve (linear equation in two unknowns)
19) .ax+by+cz+d=output valve (ternary linear function)
20).a2+b2=c2(Pythagorean theorem)
The operational formula that selected number can be selected according to user carries out automatic operation, and obtains result.Certainly, the present invention is not
Operational formula more or less can also be stored in advance in hind computation method memory 104 in limited to this.
If hind computation method memory can also be applied without required operational formula in pre-stored operational formula
Pre-stored oeprator in 104 carries out optional operation manually to selected number.
For example, 10 oeprators can be stored in advance in hind computation method memory 104, specifically include :+,-,
×, ÷ ,=, bracket, multiple power, multiple evolution, percentage, retract.Certainly, the present invention is not limited thereto, can also be on backstage
Oeprator more or less is stored in advance in calculation method memory 104.
As shown in figure 3, the workflow of described device (being known as all-in-one machine in following steps) is as follows:
S101. hand-written material is submitted, step S102 or S103 are optionally executed;
S102. alternatively one, under 5G scene, 5G network linking is carried out using mobile phone and all-in-one machine, using mobile phone
Camera function takes pictures to hand-written material manuscript, then the hand-written material picture that shooting obtains is transmitted in all-in-one machine, then
Execute step S104;
S103. alternatively two, hand-written material manuscript is scanned into hand-written material using the scanning function that all-in-one machine carries
Then picture executes step S104;
S104. hand-written material picture is stored in all-in-one machine;
S105. using set that hand-written material picture is recognized and converted by automatic identification text and digital function in all-in-one machine can
Operate document;
S106. it applies in all-in-one machine and sets text and digital separation that text and digital separation function will can operate in document;
S107. the number to require calculation is chosen using setting manual free function in all-in-one machine;
S108. selected number is carried out inside automatic operation, or application all-in-one machine using all-in-one machine internal arithmetic formula
Oeprator carries out optional operation manually to selected number (i.e. manual application oeprator carries out operation to selected number);
S109. operation result is carried out artificial with the text isolated using setting manual free matching feature in all-in-one machine
Match;
S110. the result after matching is printed using setting printing function in all-in-one machine.
For the ease of respectively walking processing result and manual operation, described device in observation all-in-one machine workflow further include: set
It is placed in the display screen and input equipment on 100 surface of body.
Wherein, display screen respectively walks processing result for showing in all-in-one machine workflow, for example, picture memory 108
What hand-written material picture, automatic identification text and the digital units 101 of storage were formed operates document, text and digital separation list
Member 102 separating resulting, manual screening information unit 103 select the number to require calculation, hind computation method storage
The operation result of multiple operational formulas and multiple oeprators, digital hind computation unit 105 that device 104 stores, and manually
The matching result etc. of free matching unit 106.Input equipment is used to execute the operation of user, for example, with manual screening information list
Member 103 matches, and completion selects the number to require calculation from the number that text and digital separation unit 102 are isolated,
It is matched with hind computation method memory 104, completion selects required operational formula from hind computation method memory 104
Or oeprator, matched with manual free matching unit 106, complete to the operation result of digital hind computation unit 105 with
The text that text and digital separation unit 102 are isolated manually is matched.
Specifically, input equipment includes: at least one of mouse, keyboard and select button.Wherein, select button can be with
For the numeric keypad with selector.
More preferably, display screen is touch LCD screen, with user-friendly.For example, user can be in touch LCD
It is operated on screen, the number to require calculation is elected, and operation result and the text isolated are carried out
Match.
As shown in figure 4, in the present embodiment in such a way that touch LCD screen 110 and select button 111 combine.But this hair
It is bright to be not restricted to this, the mode of regular display screen and mouse combination, regular display screen and keyboard combination also can be used
Mode, the touch LCD of the mode of mode, regular display screen and mouse and keyboard combination, touch LCD screen and mouse combination
The mode and touch LCD screen and mouse and the mode of keyboard combination etc. of screen and keyboard combination, those skilled in the art
Member can be selected according to actual needs.
Further, as shown in figure 4, the settable scanning paper inlet in 100 surface of body 113 and printing exit slot 114,
In, scanning paper inlet 113 can will be inserted into hand-written for being inserted into hand-written material manuscript, scanning element 109 from scanning paper inlet 113
Material manuscript is scanned into hand-written material picture;Printing exit slot 114 is used to export that print unit 107 to print shows text
The paper of word information and digital information matching result.Body 100 also needs configuration power supply 112 and is set to 100 surface of body
Power switch 115.
When making the all-in-one machine, simple, brisk, portable material, the volume of machine should be used in material selection
Ying Ke accommodates the mode of A4/B5 paper size, and the external connection of power supply should use extension type, user-friendly.
In conclusion one kind is present embodiments provided under 5G scene, by the hand-written material picture of electronic equipment, or
After hand-written material manuscript is scanned into hand-written material picture by person, information therein is subjected to the robotic one transcribed and printed
Machine specially according to Handwritten Digit Recognition sorting algorithm automatic identification and analyzes respective digital, then by text and digital separation,
Then it selects the number to require calculation and automatic operation, or benefit is carried out to selected number using pre-stored operational formula
Selected number is carried out that operation, then the text that operation result and front are isolated may be selected manually with pre-stored oeprator
Word is matched manually, and matching result is printed, and solves the puzzlement that hand-written material needs further to transcribe and calculate
With it is cumbersome, realize without manually it is secondary transcribe, avoid manual calculations and clerical error, saved the time to a certain extent
And manpower.
Embodiment 2:
The present embodiment provides a kind of scanning based on 5G cloud storage, digital operation and print systems.As shown in figure 5, described
System includes: cloud storage server 3, cloud Analysis server 2, and by 5G network with both connect several are strictly according to the facts
Apply scanning, digital operation and the printing equipment 1 based on 5G cloud storage described in example 1.Wherein, cloud Analysis server 2 is for answering
Realize the automatic transmission of information between cloud storage server 3 and described device 1, with the machine learning analytic function of itself with reality
The backup of critical data and application program in existing described device 1.The critical data includes: being made of several hand-written material pictures
Hand-written data library, the numerical character that identifies of automatic identification text and digital units, and free matching unit output manually
Matching result.
Further, disaster recovery data framework in cloud is provided in cloud storage server 3, to restore described device 1
In critical data and application program.
In technical solution provided in this embodiment, cloud is realized using the machine learning analytic function of cloud Analysis server
The automatic transmission of information between storage server and described device is held, and then realizes critical data in described device and applies journey
The backup of sequence.Moreover, being established to protect critical data, the application program etc. in established hand-written data library and described device
Cloud disaster recovery framework, allows the described device quickly from things such as natural calamity, the system failure or artificial maloperations
Therefore restore.
It is understood that the principle that embodiment of above is intended to be merely illustrative of the present and the exemplary implementation that uses
Mode, however the present invention is not limited thereto.For those skilled in the art, essence of the invention is not being departed from
In the case where mind and essence, various changes and modifications can be made therein, these variations and modifications are also considered as protection scope of the present invention.
Claims (10)
1. a kind of scanning based on 5G cloud storage, digital operation and printing equipment characterized by comprising body, and setting
In the following part of the internal body: automatic identification text and digital units, for identifying and converting hand-written material picture
At document can be operated;Text and digital separation unit, for by the text operated in document and digital separation;Sieve manually
Information unit is selected, for selecting the number to require calculation under the operation of user;Hind computation method memory, in
It is previously stored with multiple operational formulas and multiple oeprators;Digital hind computation unit, the operation for being selected according to user
Formula or oeprator carry out operation to selected number;Manual free matching unit, under the operation of user by operation knot
Fruit is manually matched with the text isolated, and matching result is passed through 5G network backup to cloud;And print unit,
For matching result to be printed.
2. the apparatus according to claim 1, which is characterized in that the automatic identification text and digital units include: that OCR knows
Other module and the importing of unit digital information and identification module;The OCR identification module goes out the hand-written material picture for identification
In text and picture format individual digit character;The unit digital information imports and identification module is used for the OCR
The individual digit character recognition for the picture format that identification module identifies is the respective digital character in standard digital character set,
And the numerical character that will identify that passes through 5G network backup to cloud;The text and the list that the OCR identification module identifies
Document can be operated described in the numerical character composition that bit digital information imports and identification module identifies.
3. the apparatus of claim 2, which is characterized in that the unit digital information imports and identification module uses nothing
Supervision self study returns the identification that modified Decision Tree Algorithm realizes numerical character.
4. device according to any one of claim 1-3, which is characterized in that further include: it is set to the internal body
Picture memory, be used to receive the hand-written material picture that electronic equipment is come and store, and by the hand-written material
Picture passes through 5G network backup to cloud.
5. device according to any one of claim 1-3, which is characterized in that further include: it is set to the internal body
Scanning element and picture memory;The scanning element is used to hand-written material manuscript being scanned into hand-written material picture;It is described
Picture memory passes through 5G network backup to cloud for storing the hand-written material picture, and by the hand-written material picture
End.
6. device according to any one of claim 1-3, which is characterized in that further include: it is set to the body surface
Display screen and input equipment.
7. device according to claim 6, which is characterized in that the input equipment includes: mouse, keyboard and select button
At least one of.
8. device according to claim 6, which is characterized in that the display screen is touch LCD screen.
9. a kind of scanning based on 5G cloud storage, digital operation and print system characterized by comprising cloud storage service
Device, cloud Analysis server, and by 5G network with both connect several as of any of claims 1-8
Scanning, digital operation and printing equipment based on 5G cloud storage;The cloud Analysis server is used for the engineering using itself
Practise the automatic transmission that analytic function realizes information between the cloud storage server and described device.
10. system according to claim 9, which is characterized in that be provided with cloud disaster in the cloud storage server
Restore data framework, to restore the critical data and application program in described device.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910406385.4A CN110084225A (en) | 2019-05-16 | 2019-05-16 | Scanning, digital operation and printing equipment and system based on 5G cloud storage |
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