CN105931215A - Data statistical method and device based on mobile terminal image identification - Google Patents
Data statistical method and device based on mobile terminal image identification Download PDFInfo
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- CN105931215A CN105931215A CN201610203756.5A CN201610203756A CN105931215A CN 105931215 A CN105931215 A CN 105931215A CN 201610203756 A CN201610203756 A CN 201610203756A CN 105931215 A CN105931215 A CN 105931215A
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- 238000007619 statistical method Methods 0.000 title abstract 2
- 238000000034 method Methods 0.000 claims abstract description 16
- 238000013459 approach Methods 0.000 claims description 12
- 238000010295 mobile communication Methods 0.000 abstract 1
- 230000008569 process Effects 0.000 description 10
- 238000004590 computer program Methods 0.000 description 7
- 238000010586 diagram Methods 0.000 description 7
- 230000006870 function Effects 0.000 description 3
- 238000012545 processing Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 2
- 230000000007 visual effect Effects 0.000 description 2
- 241001269238 Data Species 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000003203 everyday effect Effects 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 238000005304 joining Methods 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 230000000877 morphologic effect Effects 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000003860 storage Methods 0.000 description 1
- 238000012795 verification Methods 0.000 description 1
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformations in the plane of the image
- G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
- G06T3/4038—Image mosaicing, e.g. composing plane images from plane sub-images
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2200/00—Indexing scheme for image data processing or generation, in general
- G06T2200/32—Indexing scheme for image data processing or generation, in general involving image mosaicing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30242—Counting objects in image
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Quality & Reliability (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Image Analysis (AREA)
Abstract
The invention relates to a data statistical method and a device based on mobile terminal image identification, and relates to the field of mobile communication, wherein the method comprises the steps: image information of a target occasion is acquired, and the image information bears target object data; the target object in the image information is counted to obtain a result; if the result is less than a preset value, an alarm signal is outputted. Then the effective and high efficient data statistic for the site is realized, compared with the way of manual count, the method and the device provided by the invention is more automatic and has higher efficiency than before.
Description
Technical field
The present invention relates to moving communicating field, be specifically related to a kind of based on mobile terminal image recognition
Data statistical approach and device.
Background technology
Currently, along with the appearance of intelligent mobile terminal especially mobile phone, accelerate the development of science and technology, also
Driven people interaction, exchange, entertain, all activities such as chat.Nowadays with most people all
Have a smart mobile phone, and use mobile phone to become people to live every day, work, learning must
An indispensable part.
At present, company's meeting, school classroom generally use traditional roll-call mode to realize the personnel of turning out for work
Work attendance, be no lack of the cheating having on behalf of " answering " among these, therefore, even if taking turns roll-call one
After, it will usually find that the personnel on register are the most here.The mode of this artificial roll-call can cause: when answering
When having some personnel's absence from duty in personnel, in the case of existing on behalf of work attendance, manager is difficult to judge
Whether actual arrival number is to arrive number.If the mode using artificial counting adds up meeting-place number, can lead
Cause inefficiency, seriously take meeting or class period.
How scene carried out effectively, carry out data statistics efficiently and become problem demanding prompt solution.
Summary of the invention
The technical problem to be solved in the present invention is how to carry out scene effectively, carries out data efficiently
Statistics.
To this end, according to first aspect, the embodiment of the present invention provides a kind of based on mobile terminal image recognition
Data statistical approach, comprise the steps:
Obtaining the image information of target occasion, image information carries target object data；Image is believed
Target object in breath carries out counting to get count results；If count results is less than preset value, the most defeated
Go out alarm signal.
Preferably, alarm signal includes: at least one in sound, word, form and symbol.
Preferably, target object is the personnel attending as a nonvoting delegate target occasion.
Preferably, before obtaining the image information of target occasion, also include: collect target field
At least two two field pictures closed, each two field picture carries the data of at least one target object；Splicing is at least
Two two field pictures obtain image information.
Preferably, at least two two field pictures collecting target occasion, two adjacent two field pictures are extremely
Rare partially overlap.
According to second aspect, the embodiment of the present invention provides a kind of data based on mobile terminal image recognition
Statistic device, including:
Image information acquisition unit, for obtaining the image information of target occasion, image information carries
Target object data；Counting unit, based on counting to get the target object in image information
Number result；Alarm unit, if for count results less than preset value, then output alarm signal.
Preferably, alarm signal includes: at least one in sound, word, form and symbol.
Preferably, target object is the personnel attending as a nonvoting delegate target occasion.
The data statistics device being preferably based on mobile terminal image recognition also includes: image acquisition list
Unit, for collecting at least two two field pictures of target occasion, each two field picture carries at least one mesh
The data of mark object；Concatenation unit, obtains image information for splicing at least two two field pictures.
Preferably, image acquisition units collects at least two two field pictures of target occasion, adjacent two
Two field picture at least partially overlaps.
Technical solution of the present invention, has the advantage that
The data statistical approach based on mobile terminal image recognition of embodiment of the present invention offer and device,
Owing to the image information of target occasion carries target object data, to the object in image information
Body carries out counting to get count results, if count results is less than preset value, then output alarm signal.
Thus, it is achieved that scene is carried out effectively, carries out data statistics efficiently, relative to artificial counting
Mode, more automatization, in hgher efficiency.
As preferred technical scheme, owing to collecting at least two two field pictures of target occasion, then,
Splice this at least two two field picture and obtain image information, so that in the broader situation of target field composition and division in a proportion
Under, it is possible to realize the collection of target occasion more wide viewing angle image information so that the quantity of information of image information
More sufficient, efficiently reduce information loss.
Accompanying drawing explanation
In order to be illustrated more clearly that the specific embodiment of the invention or technical scheme of the prior art, under
The accompanying drawing used required in detailed description of the invention or description of the prior art will be briefly described by face,
It should be evident that the accompanying drawing in describing below is some embodiments of the present invention, general for this area
From the point of view of logical technical staff, on the premise of not paying creative work, it is also possible to obtain according to these accompanying drawings
Obtain other accompanying drawing.
Fig. 1 is a kind of data statistical approach based on mobile terminal image recognition in the embodiment of the present invention
Flow chart；
Fig. 2 is a kind of data statistics device based on mobile terminal image recognition in the embodiment of the present invention
Theory diagram.
Detailed description of the invention
Below in conjunction with accompanying drawing, technical scheme is clearly and completely described, it is clear that
Described embodiment is a part of embodiment of the present invention rather than whole embodiments.Based on this
Embodiment in bright, those of ordinary skill in the art are obtained under not making creative work premise
Every other embodiment, broadly fall into the scope of protection of the invention.
As long as additionally, technical characteristic involved in invention described below difference embodiment that
The conflict of not constituting between this just can be combined with each other.
In order to realize scene being carried out effectively, carries out data statistics efficiently, present embodiment discloses one
Kind of data statistical approach based on mobile terminal image recognition, refer to Fig. 1, for the method flow chart,
Should comprise the steps: by data statistical approach based on mobile terminal image recognition
Step S100, obtains the image information of target occasion.In the present embodiment, image information carries
Target object data.In a particular embodiment, target occasion can be the object such as meeting room, classroom
The occasion of body Relatively centralized, it should be noted that target occasion can be the place closed, it is also possible to
Do not close.In the present embodiment, target object is the personnel attending as a nonvoting delegate target occasion, such as, can be
Personnel participating in the meeting, it is also possible to be the personnel etc. attended class.
Step S200, counts to get count results to the target object in image information.Specifically
In embodiment, can the feature of goal-selling object the most in systems, such as morphological characteristic, attitude
Feature and pixel characteristic etc. be arbitrary or combination in any.Then, target object in image information is extracted
Feature, compares verification with default feature, if in comparison, then to the target object in comparison
Count.It should be noted that in a particular embodiment, alleged comparison refers to the feature extracted
With default aspect ratio to consistent, and in experience range, it is allowed to there is certain error.
Step S300, it is judged that whether count results is less than preset value.In a particular embodiment, Ke Yi
Prestoring preset value in system, this preset value can be the personnel's number such as should attended as a nonvoting delegate, specifically,
This preset value can be obtained by user's input.If count results is less than preset value, then show current mesh
The target object number of mark occasion is not up to preset value, can perform step S400.
Step S400, output alarm signal.In a particular embodiment, alarm signal includes: sound,
At least one in word, form and symbol.As an example, can be at the display interface of mobile terminal
Present this alarm signal, it is also possible to by equipment of the raising one's voice output alarm signal of mobile terminal.Preferably
Embodiment in, it is also possible to export count results with visual mode or the mode raised one's voice.
In application scenes, target field composition and division in a proportion is broader, and the shooting Radix Rumicis of mobile terminal is less,
In order to realize the image information acquisition in target occasion panoramic range, in a preferred embodiment, holding
Before row step S100, also include:
Step S500, collects at least two two field pictures of target occasion.In the present embodiment, each frame figure
As carrying the data of at least one target object.In a particular embodiment, mobile terminal can be passed through
The photographic head carried collects the image of target occasion different azimuth by different visual angles, so that this
The set of a little images can cover the target object of target occasion.
Step S600, splicing at least two two field pictures obtain image information.Collect many in step S500
After two field picture, these images are spliced, thus obtain the panorama image information of this target occasion.
In a preferred embodiment, in order to improve joining quality, when performing step S500, collect
In at least two two field pictures, two adjacent two field pictures at least partially overlap, the weight to adjacent two two field pictures
Conjunction part is spliced, to reduce the information loss that splicing is caused.
The present embodiment also discloses a kind of data statistics device based on mobile terminal image recognition, please join
Examine Fig. 2, should include by data statistics device based on mobile terminal image recognition: image information acquisition unit
100, counting unit 200 and alarm unit 300, wherein:
Image information acquisition unit 100 is for obtaining the image information of target occasion, and image information carries
Target object data；Counting unit 200 is for counting the target object in image information
To count results；If alarm unit 300 less than preset value, then exports alarm signal for count results
Number.
In a preferred embodiment, alarm signal includes: in sound, word, form and symbol extremely
Few one.
In a preferred embodiment, target object is the personnel attending as a nonvoting delegate target occasion.
In a preferred embodiment, should also include by data statistics device based on mobile terminal image recognition:
Image acquisition units, for collecting at least two two field pictures of target occasion, each two field picture carries
The data of at least one target object；Concatenation unit, obtains image letter for splicing at least two two field pictures
Breath.
In a preferred embodiment, image acquisition units collects at least two two field pictures of target occasion,
Two adjacent two field pictures at least partially overlap.
The data statistical approach based on mobile terminal image recognition of embodiment of the present invention offer and device,
Owing to the image information of target occasion carries target object data, to the object in image information
Body carries out counting to get count results, if count results is less than preset value, then output alarm signal.
It is achieved thereby that scene is carried out effectively, carries out data statistics efficiently, relative to the side of artificial counting
Formula, more automatization, in hgher efficiency.
In a preferred embodiment, owing to collecting at least two two field pictures of target occasion, then,
Splice this at least two two field picture and obtain image information, so that in the broader situation of target field composition and division in a proportion
Under, it is possible to realize the collection of target occasion more wide viewing angle image information so that the quantity of information of image information
More sufficient, efficiently reduce information loss.
Those skilled in the art it should be appreciated that embodiments of the invention can be provided as method, system,
Or computer program.Therefore, the present invention can use complete hardware embodiment, complete software to implement
Example or the form of the embodiment in terms of combining software and hardware.And, the present invention can use at one
Or multiple wherein include computer usable program code computer-usable storage medium (include but not
It is limited to disk memory, CD-ROM, optical memory etc.) the upper computer program implemented
Form.
The present invention is with reference to method, equipment (system) and computer program according to embodiments of the present invention
The flow chart of product and/or block diagram describe.It should be understood that stream can be realized by computer program instructions
In each flow process in journey figure and/or block diagram and/or square frame and flow chart and/or block diagram
Flow process and/or the combination of square frame.These computer program instructions can be provided to general purpose computer, specially
With the processor of computer, Embedded Processor or other programmable data processing device to produce one
Machine so that the instruction performed by the processor of computer or other programmable data processing device is produced
Raw for realizing one flow process of flow chart or multiple flow process and/or one square frame of block diagram or multiple side
The device of the function specified in frame.
These computer program instructions may be alternatively stored in and computer or other programmable datas can be guided to process
In the computer-readable memory that equipment works in a specific way so that be stored in this computer-readable and deposit
Instruction in reservoir produces the manufacture including command device, and this command device realizes flow chart one
The function specified in flow process or multiple flow process and/or one square frame of block diagram or multiple square frame.
These computer program instructions also can be loaded into computer or other programmable data processing device
On so that on computer or other programmable devices, perform sequence of operations step to produce computer
The process realized, thus the instruction performed on computer or other programmable devices provides and is used for realizing
One flow process of flow chart or multiple flow process and/or one square frame of block diagram or multiple square frame are specified
The step of function.
Obviously, above-described embodiment is only for clearly demonstrating example, and not to embodiment party
The restriction of formula.For those of ordinary skill in the field, the most also may be used
To make other changes in different forms.Here without also all of embodiment being given
With exhaustive.And the obvious change thus extended out or variation are still in the guarantor of the invention
Protect among scope.
Claims (10)
1. a data statistical approach based on mobile terminal image recognition, it is characterised in that include
Following steps:
Obtaining the image information of target occasion, described image information carries target object data；
Target object in described image information is counted to get count results；
If described count results is less than preset value, then output alarm signal.
2. data statistical approach based on mobile terminal image recognition as claimed in claim 1, its
Being characterised by, described alarm signal includes: at least one in sound, word, form and symbol.
3. data statistical approach based on mobile terminal image recognition as claimed in claim 1 or 2,
It is characterized in that, described target object is the personnel attending as a nonvoting delegate described target occasion.
4. data based on the mobile terminal image recognition system as described in claim 1-3 any one
Meter method, it is characterised in that before the image information of described acquisition target occasion, also include:
Collecting at least two two field pictures of described target occasion, each two field picture carries at least one mesh
The data of mark object；
Described in splicing, at least two two field pictures obtain described image information.
5. data statistical approach based on mobile terminal image recognition as claimed in claim 4, its
It is characterised by, in described at least two two field pictures collecting described target occasion, two adjacent frames
Image at least partially overlaps.
6. a data statistics device based on mobile terminal image recognition, it is characterised in that including:
Image information acquisition unit, for obtaining the image information of target occasion, described image information is held
Target object data are carried；
Counting unit, for counting to get count results to the target object in described image information；
Alarm unit, if for described count results less than preset value, then output alarm signal.
7. data statistics device based on mobile terminal image recognition as claimed in claim 6, its
Being characterised by, described alarm signal includes: at least one in sound, word, form and symbol.
Data statistics device based on mobile terminal image recognition the most as claimed in claims 6 or 7,
It is characterized in that, described target object is the personnel attending as a nonvoting delegate described target occasion.
9. data based on the mobile terminal image recognition system as described in claim 6-8 any one
Counter device, it is characterised in that also include:
Image acquisition units, for collecting at least two two field pictures of described target occasion, each frame figure
As carrying the data of at least one target object；
Concatenation unit, be used for splicing described at least two two field pictures obtain described image information.
10. data statistics device based on mobile terminal image recognition as claimed in claim 9, its
Being characterised by, described image acquisition units collects at least two two field pictures of described target occasion, phase
Two adjacent two field pictures at least partially overlap.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610203756.5A CN105931215A (en) | 2016-04-01 | 2016-04-01 | Data statistical method and device based on mobile terminal image identification |
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|---|---|---|---|
| CN201610203756.5A CN105931215A (en) | 2016-04-01 | 2016-04-01 | Data statistical method and device based on mobile terminal image identification |
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| CN105931215A true CN105931215A (en) | 2016-09-07 |
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| CN201610203756.5A Pending CN105931215A (en) | 2016-04-01 | 2016-04-01 | Data statistical method and device based on mobile terminal image identification |
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| CN103425997A (en) * | 2013-08-13 | 2013-12-04 | 惠州Tcl移动通信有限公司 | Environmental privacy protection processing method and system based on face recognition |
| CN104899556A (en) * | 2015-05-14 | 2015-09-09 | 中国农业大学 | System for counting persons in classroom based on image recognition |
| CN105303632A (en) * | 2015-10-22 | 2016-02-03 | 苏州工业园区服务外包职业学院 | Mobile signing monitoring system and working method |
-
2016
- 2016-04-01 CN CN201610203756.5A patent/CN105931215A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102184241A (en) * | 2011-05-16 | 2011-09-14 | 中国民航大学 | System for counting and inquiring classroom state and method for counting classroom state |
| CN103425997A (en) * | 2013-08-13 | 2013-12-04 | 惠州Tcl移动通信有限公司 | Environmental privacy protection processing method and system based on face recognition |
| CN104899556A (en) * | 2015-05-14 | 2015-09-09 | 中国农业大学 | System for counting persons in classroom based on image recognition |
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