CN107547837A - Big data analysis system - Google Patents
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- CN107547837A CN107547837A CN201610478161.0A CN201610478161A CN107547837A CN 107547837 A CN107547837 A CN 107547837A CN 201610478161 A CN201610478161 A CN 201610478161A CN 107547837 A CN107547837 A CN 107547837A
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Abstract
The present invention relates to a kind of big data analysis system, including projection room content acquisition equipment, Content analysis apparatus and sub-screen analytical equipment, sub-screen analytical equipment is used to analyze the picture material in projection room on the mobile terminal of spectators, projection room content acquisition equipment is used to analyze the picture material on projection room screen, Content analysis apparatus is connected with projection room content acquisition equipment and sub-screen analytical equipment respectively, and the analysis of picture material is carried out for the output based on projection room content acquisition equipment and sub-screen analytical equipment.By means of the invention it is possible to analysis of image content is carried out to the various screens in projection room exactly.
Description
Technical field
The present invention relates to big data field, more particularly to a kind of big data analysis system.
Background technology
The drawbacks of inherent be present in the artificial anti-mode taken on the sly:First, if auditorium area is larger, need to arrange for a lot
Staff carries out field monitor, it means that needs substantial amounts of cost of labor;Secondly, the mode of staff's naked eyes scanning is imitated
Rate is low, and the mode of direct surveillance easily occurs to let off the person of taking on the sly of some corner locations because of burnout;Finally, seeing
Many modes for nearby setting staff bring discomfort to the spectators of normal viewing performance, have impact on them and appreciate the heart of performance
Feelings.
As can be seen here, the artificial anti-mode taken on the sly has inborn deficiency, in order to overcome above-mentioned drawback, reduces and prevents what is taken on the sly
Operation cost, the anti-operating efficiency taken on the sly is improved, operator always searches for the anti-mode taken on the sly of electronics and carries out on-site supervision, electricity
Anti- take on the sly of son has two kinds of developing direction, and a kind of made an issue of on the mobile terminal held in spectators, when mobile terminal is shot certainly
Dynamic detection is taken on the sly behavior, but this mode may be because that the person of taking on the sly is avoided to the selection of mobile terminal, another kind be
The scene of taking on the sly disposes electronic jamming device, and this mode can avoid evading for the person of taking on the sly.
The existing anti-electronic jamming device taken on the sly is that a kind of infrared facility is placed in the back side of curtain or stage,
Infrared facility sends the sightless infrared ray of human eye, infrared if the person of taking on the sly is moving terminal or video camera shooting
Line will disturb the video camera imaging of the person of taking on the sly, the image or lower picture quality for causing the person of taking on the sly to obtain, can not commercially sell
Sell and propagated on network, so as to effectively safeguard copyright interest.
But this mode needs to launch infrared ray always, and the transmitting of infrared ray is large-scale, it is necessary to from each
Infrared ray is all launched in position, and cost is higher and poor feasibility.Therefore the anti-equipment of taking on the sly of the electronics at scene also needs to find others
Break through direction.
Therefore, the present invention proposes a kind of anti-electronic equipment taken on the sly in new scene, can be by audience seat
The behavioral value of spectators and determine to whether there is in audience seat the person of taking on the sly by the parameter extraction to site environment, and
The position where the person of taking on the sly can be positioned in time, in order to take corresponding orientation warning measure.
The content of the invention
In order to solve the above problems, the invention provides a kind of big data analysis system, sets auditorium image at the scene
Collecting device completes the extraction to auditorium image, introduces various image processing equipments and image analysis equipment judges auditorium figure
It whether there is the suspicious person of taking on the sly as in, in the case where the suspicious person of taking on the sly being present, extracting the suspicious person of taking on the sly and being present
The numbering of position, then also ambient parameter or current performance content are detected in real time at the scene, with according to the suspicious person of taking on the sly
Information and Site Detection result determine really the person of taking on the sly, it is even more important that establish it is a set of can be according to the person of taking on the sly position
It is oriented the mechanism of prompting.
According to an aspect of the present invention, there is provided a kind of big data analysis system, the system are adopted including projection room content
Collect equipment, Content analysis apparatus and sub-screen analytical equipment, sub-screen analytical equipment is used for the movement for analyzing spectators in projection room
Picture material in terminal, projection room content acquisition equipment are used to analyze the picture material on projection room screen, and content analysis is set
Back-up is not connected with projection room content acquisition equipment and sub-screen analytical equipment, for based on projection room content acquisition equipment and son
The output of screen analytical equipment carries out the analysis of picture material.
More specifically, in the big data analysis system, including:Projection room content acquisition equipment, is arranged on projection room
Screen opposite, for gathering the scene image on projection room screen in real time to be exported as real-time scene image;Content analysis is set
It is standby, it is arranged in the Background control room of projection room, is connected with sub-screen analytical equipment, is also connected with projection room content acquisition equipment
Connect, for receiving each screen subgraph seat numbering corresponding with its, be additionally operable to receive real-time scene image, by each
Screen subgraph carries out content matching to determine content matching percentage with real-time scene image, when content matching percentage is more than
During equal to preset percentage threshold value, seat numbering corresponding to screen subgraph is numbered as targeted seat and exported;Wherein, content
Each screen subgraph is carried out content matching to determine that content matching percentage is specific by analytical equipment with real-time scene image
Including:Each pixel in real-time scene image and each pixel of each screen subgraph are subjected to pixel value matching, as
The quantity of the element value pixel that the match is successful is more, and content matching percentage is higher corresponding to screen subgraph;Wherein, pixel value
Quantity and the relation of content matching percentage with successful pixel are non-linear dependences;Freescale IMX6 processing equipments, if
Put in the Background control room of projection room, be connected with Content analysis apparatus, for being sent based on targeted seat numbering including target
The driving control signal of seat numbering;Motor driving apparatus, be arranged in the Background control room of projection room, respectively with Freescale
IMX6 processing equipments connect with motor device, the driving control signal sent for receiving Freescale IMX6 processing equipments, and
Driving control signal is parsed to determine that targeted seat is numbered, numbered based on targeted seat and calculate target level angle and mesh
Mark luffing angle;Motor device, the roof position being arranged on directly over projection room screen, respectively with motor driving apparatus and infrared
Laser pen connects, including horizontal drive motor and vertical driving motor, and horizontal drive motor is used for the level of infrared laser pen
Angle adjustment is used to the luffing angle of infrared laser pen being adjusted to target pitch angle to target level angle, vertical driving motor
Degree;Wherein, motor device sends laser opening signal after horizontal drive motor and vertical driving motor all adjust;It is infrared
Laser pen, the roof position being arranged on directly over projection room screen, respectively with Freescale IMX6 processing equipments and motor device
Connection, including battery, Laser emission switch and generating laser, battery are used to provide electric power for the Laser emission of infrared laser pen
Supply, Laser emission switch are being switched to open mode after receiving driving control signal and when receiving laser opening signal,
Generating laser includes pump diode, for Laser emission switch open in the case of launch wavelength be 671 nanometers swash
Optical signal;High-definition camera, projection room roof middle position is arranged on, for carrying out figure to the auditorium on projection room screen opposite
Picture is gathered to export high-definition image;Big data service platform, it is connected by network with high-definition camera, for receiving high-definition image
And high-definition image is handled, big data service platform includes:Gray processing processing equipment, including channel parameters extraction unit,
Weighted value memory cell and gray value computing unit, channel parameters extraction unit and high-definition camera network connection, for receiving
High-definition image to extract R passages pixel value, G passages pixel value and the channel B pixel value of each pixel in high-definition image,
Weighted value memory cell is used to prestore R channel weightings value, G channel weightings value and channel B weighted value, and gray value calculates single
Member is connected with channel parameters extraction unit and weighted value memory cell respectively, and for each pixel in high-definition image, R is led to
The product of road pixel value and R channel weighting values, G passages pixel value and the product and channel B pixel value and B of G channel weighting values
The gray value for the pixel that the product addition of channel weighting value is directed to obtaining, and based on the ash of each pixel in high-definition image
Angle value obtains gray level image corresponding to high-definition image;Wherein, R channel weightings value value is that 0.298839, G channel weighting values take
It is worth for 0.586811, channel B weighted value value is 0.114350;Histogram distribution detection device, connect with gray processing processing equipment
Connect, for receiving gray level image, and grey level histogram processing carried out to gray level image to obtain corresponding histogram image,
When bimodal distribution is presented in histogram image, global threshold selection signal is sent, otherwise, sends non-global threshold selection signal;
Threshold value selects equipment, is connected with histogram distribution detection device, for when receiving global threshold selection signal, by global threshold
Value 128 exports as threshold data, and when receiving non-global threshold selection signal, neighbor pixel gray difference threshold 40 is made
Exported for threshold data;Binary conversion treatment equipment, select equipment and histogram distribution detection device to be connected with threshold value respectively, be used for
When receiving global threshold selection signal, for each pixel in gray level image, when gray value is more than or equal to threshold
During Value Data, by for pixel be arranged to white level pixel, when gray value is less than threshold data, by for pixel
Point is arranged to black level pixel, and binary image corresponding to output gray level image;Binary conversion treatment equipment is additionally operable to
When receiving non-global threshold selection signal, for each pixel in gray level image, calculate vertical direction upwards away from
From its 3 pixels pixel gray value as upper grey scale pixel value, calculate vertical direction downwards apart from its 3 pixels
Pixel gray value as lower grey scale pixel value, calculated level direction to the left apart from its 3 pixels pixel ash
Angle value as left grey scale pixel value, calculated level direction to the right apart from its 3 pixels pixel gray value as right picture
Plain gray value, when upper grey scale pixel value and the absolute value of the difference of lower grey scale pixel value are less than or equal to threshold data and left pixel grey scale
When the absolute value of difference of value and right grey scale pixel value is less than or equal to threshold data, by for pixel be arranged to white level pixel
Point, when upper grey scale pixel value and the absolute value of the difference of lower grey scale pixel value are more than threshold data or left grey scale pixel value and right pixel
When the absolute value of the difference of gray value is more than threshold data, by for pixel be arranged to black level pixel, and output gray level
Change binary image corresponding to image;Picture smooth treatment equipment, it is connected with binary conversion treatment equipment, for receiving binary picture
Picture, for each pixel in binary image, when the trip point of more than half in adjacent all pixels point be present,
Then by for the gray value of pixel retain, otherwise, by for the gray value of pixel be arranged to white level pixel, and
Export smoothed image corresponding to binary image;Adaptive recursive filtering equipment, is connected with image balance processing equipment, for connecing
Smoothed image is received, adaptive recursive filtering processing is performed to smoothed image to obtain filtering image;Sub-screen analytical equipment, set
In the Background control room of projection room, it is connected to obtain filtering image, will be filtered with adaptive recursive filtering equipment by network
Image is matched each in filtering image to detect and be partitioned into the screen pattern of the various mobile terminals prestored
Screen subgraph, for each screen subgraph, the screen subgraph for determining to be directed to for its position in filtering image
Corresponding seat numbering;Wherein, for screen subgraph corresponding to seat numbering be that to hold the screen subgraph that is directed to corresponding
Mobile terminal spectators where projection room seat numbering;Wherein, infrared laser pen also includes receiver of remote-control sytem, for receiving
The laser that distal end is sent opens remote signal and laser shutdown remote signal.
More specifically, in the big data analysis system, in addition to:FLASH storage devices, for storing default percentage
Than threshold value and the screen pattern of various mobile terminals.
More specifically, in the big data analysis system, in addition to:User input equipment, connect with FLASH storage devices
Connect, for the operation based on user, input preset percentage threshold value.
More specifically, in the big data analysis system, in addition to:User input equipment is touch-screen or keyboard battle array
Row.
More specifically, in the big data analysis system, in addition to:The network of big data service platform connection is mobile
Communication network.
More specifically, in the big data analysis system, in addition to:Mobile communications network is time division duplex communication network
Or frequency duplex communications network.
More specifically, in the big data analysis system, in addition to:LED display device, with Freescale IMX6 processing
Equipment connects, and is numbered for display target seat.
Brief description of the drawings
Embodiment of the present invention is described below with reference to accompanying drawing, wherein:
Fig. 1 is the block diagram of the big data analysis system according to embodiment of the present invention.
Reference:1 projection room content acquisition equipment;2 Content analysis apparatus;3 sub-screen analytical equipments
Embodiment
The embodiment of the big data analysis system of the present invention is described in detail below with reference to accompanying drawings.
In order to detect the uncommitted digital multimedia video illegally propagated, digital watermark by universal research and is answered
With extensive.In Making Movies or film ejection stage, implantation can be taken to make one eye in film and can't see " pattern " information
Method.If these films are taken on the sly record by video camera, collection of illustrative plates of this insertion can be extracted and identify piracy
Source.
Some industry leaders are in order to identify and tracing pirate film, it is proposed that by Coded Anti-Piracy (CAP) method,
I.e. toward increasing watermark in film.First Coded Anti-Piracy is designed by Kodak, subsequent Deluxe Laboratories couple
It is improved.Philips it is also proposed the mark for being named as a CineFence system in 2006.However, digital watermark is only
It is a kind of passive measure, he can not eliminate and prevent shooting from taking on the sly.On the other hand, camera perturbation technique is intended to by seriously breaking
Bad film visual quality is taken on the sly to eliminate shooting, while these interference signals is not interfered with the spectators of movie theatre.
Early stage, substantial amounts of camera interference method mainly make use of the principle of imaging sensor response infrared ray.Moved to disturb
Move video camera and light is generated in the picture of shooting, infrared emitter is mounted in the cinema.Except those transmitters
Etc. extra cost and regular job expense, this scheme can be by enclosing appropriate filter on camera lens.It is but this
Mode is easy to be avoided because of the selection of the person of taking on the sly.
In order to overcome above-mentioned deficiency, the present invention has built a kind of big data analysis system, and electronics is carried out to auditorium image
Analysis, electronic analysis is carried out to live performance environment, and carry out the person of taking on the sly based on two kinds of analysis results and judge, in addition, being also based on
The positional information of the person of taking on the sly is reminded the person of taking on the sly, so as to realize that the oriented detection of the live person of taking on the sly of performance and orientation alert.
Fig. 1 is the block diagram of the big data analysis system according to embodiment of the present invention, and the system includes
Projection room content acquisition equipment, Content analysis apparatus and sub-screen analytical equipment, sub-screen analytical equipment are used to analyze projection room
Picture material on the mobile terminal of interior spectators, projection room content acquisition equipment are used to analyze in the image on projection room screen
Hold, Content analysis apparatus is connected with projection room content acquisition equipment and sub-screen analytical equipment respectively, for based in projection room
Hold the analysis of the output progress picture material of collecting device and sub-screen analytical equipment.
Then, continue that the concrete structure of the big data analysis system of the present invention is further detailed.
The system includes:Projection room content acquisition equipment, projection room screen opposite is arranged on, for gathering projection in real time
Scene image on the screen of room as real-time scene image to export.
The system includes:Content analysis apparatus, it is arranged in the Background control room of projection room, with sub-screen analytical equipment
Connection, is also connected with projection room content acquisition equipment, for receiving each screen subgraph seat numbering corresponding with its, also
For receiving real-time scene image, each screen subgraph and real-time scene image are subjected to content matching to determine content
Component percentage, when content matching percentage is more than or equal to preset percentage threshold value, seat corresponding to screen subgraph is numbered
Number and export as targeted seat;Wherein, Content analysis apparatus is by each screen subgraph and the progress of real-time scene image
Hold matching to determine that content matching percentage specifically includes:By each pixel in real-time scene image and each screen subgraph
Each pixel of picture carries out pixel value matching, and the quantity of the pixel value pixel that the match is successful is more, interior corresponding to screen subgraph
It is higher to hold match-percentage;Wherein, the quantity of the pixel value pixel that the match is successful and the relation of content matching percentage are non-thread
Shape relation.
The system includes:Freescale IMX6 processing equipments, are arranged in the Background control room of projection room, with content point
Desorption device is connected, and the driving control signal of targeted seat numbering is included for being sent based on targeted seat numbering;Motor driving is set
It is standby, it is arranged in the Background control room of projection room, is connected respectively with Freescale IMX6 processing equipments and motor device, for connecing
The driving control signal that Freescale IMX6 processing equipments are sent is received, and driving control signal is parsed to determine target seat
Bit number, numbered based on targeted seat and calculate target level angle and target pitch angle.
The system includes:Motor device, the roof position being arranged on directly over projection room screen, driven respectively with motor
Equipment connects with infrared laser pen, including horizontal drive motor and vertical driving motor, and horizontal drive motor is used to swash infrared
The level angle of light pen is adjusted to target level angle, and vertical driving motor is used to the luffing angle of infrared laser pen being adjusted to
Target pitch angle;Wherein, motor device sends laser after horizontal drive motor and vertical driving motor all adjust and beaten
ON signal.
The system includes:Infrared laser pen, the roof position being arranged on directly over projection room screen, think to block with winged respectively
You connect IMX6 processing equipments with motor device, including battery, Laser emission switch and generating laser, battery are used for be infrared
The Laser emission of laser pen provides supply of electric power, and Laser emission switchs after driving control signal is received and receives laser and beats
Open mode is switched to during ON signal, generating laser includes pump diode, for situation about being opened in Laser emission switch
The laser signal of lower a length of 671 nanometers of transmitted wave;High-definition camera, projection room roof middle position is arranged on, for projection
The auditorium on room screen opposite carries out IMAQ to export high-definition image.
The system includes:Big data service platform, it is connected by network with high-definition camera, for receiving high-definition image
And high-definition image is handled.
Big data service platform includes:Gray processing processing equipment, including channel parameters extraction unit, weighted value memory cell
With gray value computing unit, channel parameters extraction unit and high-definition camera network connection, for receiving high-definition image to extract
Go out R passages pixel value, G passages pixel value and the channel B pixel value of each pixel in high-definition image, weighted value memory cell
For having prestored R channel weightings value, G channel weightings value and channel B weighted value, gray value computing unit is joined with passage respectively
Number extraction unit is connected with weighted value memory cell, and for each pixel in high-definition image, R passages pixel value is led to R
The product of higher, the product of G passages pixel value and G channel weighting values and channel B pixel value multiply with channel B weighted value
Product is added the gray value for the pixel being directed to obtain, and the gray value based on each pixel in high-definition image obtains high definition figure
The gray level image as corresponding to;Wherein, R channel weightings value value is that 0.298839, G channel weighting values value is 0.586811, B
Channel weighting value value is 0.114350.
Big data service platform includes:Histogram distribution detection device, it is connected with gray processing processing equipment, for receiving ash
Degreeization image, and grey level histogram processing is carried out to gray level image to obtain corresponding histogram image, in histogram image
When bimodal distribution is presented, global threshold selection signal is sent, otherwise, sends non-global threshold selection signal.
Big data service platform includes:Threshold value selects equipment, is connected with histogram distribution detection device, for receiving
During global threshold selection signal, exported global threshold 128 as threshold data, receiving non-global threshold selection signal
When, exported neighbor pixel gray difference threshold 40 as threshold data.
Big data service platform includes:Binary conversion treatment equipment, equipment and histogram distribution is selected to detect with threshold value respectively
Equipment connects, for when receiving global threshold selection signal, for each pixel in gray level image, working as gray scale
Value is when being more than or equal to threshold data, by for pixel be arranged to white level pixel, when gray value is less than threshold data,
By for pixel be arranged to black level pixel, and binary image corresponding to output gray level image;Binary conversion treatment
Equipment is additionally operable to when receiving non-global threshold selection signal, for each pixel in gray level image, is calculated and is hung down
Nogata to upwards apart from its 3 pixels pixel gray value as upper grey scale pixel value, calculate vertical direction downwards away from
From its 3 pixels pixel gray value as lower grey scale pixel value, calculated level direction is to the left apart from its 3 pixels
Pixel gray value as left grey scale pixel value, calculated level direction to the right apart from its 3 pixels pixel ash
Angle value is as right grey scale pixel value, when upper grey scale pixel value and the absolute value of the difference of lower grey scale pixel value are less than or equal to threshold data
And the absolute value of the difference of left grey scale pixel value and right grey scale pixel value is when being less than or equal to threshold data, by for pixel set
For white level pixel, when upper grey scale pixel value and the absolute value of the difference of lower grey scale pixel value is more than threshold data or left pixel is grey
When the absolute value of angle value and the difference of right grey scale pixel value is more than threshold data, by for pixel be arranged to black level pixel
Point, and binary image corresponding to output gray level image.
Big data service platform includes:Picture smooth treatment equipment, it is connected with binary conversion treatment equipment, for receiving two-value
Change image, for each pixel in binary image, when the saltus step of more than half in adjacent all pixels point being present
During point, then by for the gray value of pixel retain, otherwise, by for the gray value of pixel be arranged to white level pixel
Point, and export smoothed image corresponding to binary image.
Big data service platform includes:Adaptive recursive filtering equipment, is connected with image balance processing equipment, for receiving
Smoothed image, adaptive recursive filtering processing is performed to smoothed image to obtain filtering image.
The system includes:Sub-screen analytical equipment, be arranged in the Background control room of projection room, by network with it is adaptive
The connection of recursive filtering equipment is answered to obtain filtering image, by the screen pattern of filtering image and the various mobile terminals prestored
Matched to detect and be partitioned into each screen subgraph in filtering image, for each screen subgraph, for it
Number at seat corresponding to the screen subgraph that position in filtering image determines to be directed to;Wherein, for screen subgraph pair
The seat numbering answered is to hold the projection room seat numbering corresponding to the screen subgraph being directed to where the spectators of mobile terminal.
Wherein, infrared laser pen also includes receiver of remote-control sytem, for receive the laser sent of distal end open remote signal and
Laser shutdown remote signal.
Alternatively, in the platform:FLASH storage devices, for storing preset percentage threshold value and various movements eventually
The screen pattern at end;User input equipment, it is connected with FLASH storage devices, for the operation based on user, inputs default percentage
Compare threshold value;User input equipment is touch-screen or keyboard array;The network of big data service platform connection is mobile communications network;
Mobile communications network is time division duplex communication network or frequency duplex communications network;Mobile communications network is time division duplex communication net
Network or frequency duplex communications network.
In addition, 4G LTE are the standards of a global general-use, including two kinds of network modes FDD and TDD, it is respectively used in pairs
Frequency spectrum and non-paired frequency spectrum.Operator's initially choice between two patterns is purely for the consideration to spectrum availability.Greatly
Multi-operator will dispose two kinds of networks simultaneously, so as to all frequency spectrum resources for making full use of it to possess.FDD and TDD are in technology
Very little, the main distinction are that using different duplex modes, FDD (FDD) and time division duplex (TDD) in fact for upper difference
It is two kinds of different duplex modes.
FDD is received and transmitted on two symmetrical frequency channels of separation, with protection frequency range come separate receive and
Send channel.FDD must use paired frequency, carry out differentiating uplink and downlink link by frequency, its unidirectional resource is in the time
On be continuous.FDD can make full use of the frequency spectrum of up-downgoing when supporting symmetrical service, but when supporting non-symmetrical service, frequency
Spectrum utilization rate will substantially reduce.
TDD receives and sent channel with the time to separate.In the GSM of TDD modes, receive and transmission makes
By the use of the different time-gap of same frequency carrier wave as the carrying of channel, its unidirectional resource is discontinuous, the time in time
Resource is distributed in the two directions.Some period sends a signal to mobile station by base station, and the time in addition is by moving
Platform sends a signal to base station, must harmonious ability work well between base station and mobile station.
Can not be that taking on the sly for performance provides effective electronics for prior art using the big data analysis system of the present invention
The technical problem of detection, by using targetedly, high-precision a series of images processing equipment and image analysis equipment pair
The audience status of auditorium is analyzed, right on the basis of above-mentioned analysis also by analyzing the environment at performance scene
The behavior of pirates shoot person carries out accurate detection and position identification in auditorium, finally takes aposematic mechanism to carry out electronics to the person of taking on the sly and carries
Wake up, so as to safeguard the economic interests of legal operator.
It is understood that although the present invention is disclosed as above with preferred embodiment, but above-described embodiment and it is not used to
Limit the present invention.For any those skilled in the art, without departing from the scope of the technical proposal of the invention,
Many possible changes and modifications are all made to technical solution of the present invention using the technology contents of the disclosure above, or are revised as
With the equivalent embodiment of change.Therefore, every content without departing from technical solution of the present invention, the technical spirit pair according to the present invention
Any simple modifications, equivalents, and modifications made for any of the above embodiments, still fall within the scope of technical solution of the present invention protection
It is interior.
Claims (2)
1. a kind of big data analysis system, the system includes projection room content acquisition equipment, Content analysis apparatus and sub-screen
Analytical equipment, sub-screen analytical equipment are used to analyze the picture material in projection room on the mobile terminal of spectators, projection room content
Collecting device is used to analyzing picture material on projection room screen, Content analysis apparatus respectively with projection room content acquisition equipment and
Sub-screen analytical equipment connects, and is carried out for the output based on projection room content acquisition equipment and sub-screen analytical equipment in image
The analysis of appearance.
2. big data analysis system as claimed in claim 1, it is characterised in that the system includes:
Projection room content acquisition equipment, projection room screen opposite is arranged on, for gathering the scene graph on projection room screen in real time
As to be exported as real-time scene image;
Content analysis apparatus, be arranged in the Background control room of projection room, be connected with sub-screen analytical equipment, also with projection room
Hold collecting device connection, for receiving each screen subgraph seat numbering corresponding with its, be additionally operable to receive real-time scene
Image, each screen subgraph and real-time scene image are subjected to content matching to determine content matching percentage, work as content
When match-percentage is more than or equal to preset percentage threshold value, seat numbering corresponding to screen subgraph is numbered as targeted seat
Output;Wherein, each screen subgraph and real-time scene image are carried out content matching to determine content by Content analysis apparatus
Match-percentage specifically includes:Each pixel in real-time scene image and each pixel of each screen subgraph are carried out
Pixel value matches, and the quantity of the pixel value pixel that the match is successful is more, and content matching percentage is higher corresponding to screen subgraph;
Wherein, the quantity of the pixel value pixel that the match is successful and the relation of content matching percentage are non-linear dependences;
Freescale IMX6 processing equipments, are arranged in the Background control room of projection room, are connected with Content analysis apparatus, for base
Being sent in targeted seat numbering includes the driving control signal of targeted seat numbering;
Motor driving apparatus, be arranged in the Background control room of projection room, respectively with Freescale IMX6 processing equipments and motor
Equipment is connected, the driving control signal sent for receiving Freescale IMX6 processing equipments, and driving control signal is carried out
Parsing is numbered based on targeted seat to determine that targeted seat is numbered and calculates target level angle and target pitch angle;
Motor device, the roof position being arranged on directly over projection room screen, respectively with motor driving apparatus and infrared laser pen
Connection, including horizontal drive motor and vertical driving motor, horizontal drive motor are used to adjust the level angle of infrared laser pen
Whole to arrive target level angle, vertical driving motor is used to the luffing angle of infrared laser pen being adjusted to target pitch angle;Its
In, motor device sends laser opening signal after horizontal drive motor and vertical driving motor all adjust;
Infrared laser pen, the roof position being arranged on directly over projection room screen, respectively with Freescale IMX6 processing equipments and
Motor device connects, including battery, Laser emission switch and generating laser, battery are used for the Laser emission for infrared laser pen
There is provided supply of electric power, Laser emission switch be switched to after receiving driving control signal and when receiving laser opening signal beat
Open state, generating laser include pump diode, for being opened in Laser emission switch in the case of launch wavelength be 671 to receive
The laser signal of rice;
High-definition camera, projection room roof middle position is arranged on, for carrying out image to the auditorium on projection room screen opposite
Gather to export high-definition image;
Big data service platform, it is connected by network with high-definition camera, for receiving high-definition image and high-definition image being carried out
Processing, big data service platform include:
Gray processing processing equipment, including channel parameters extraction unit, weighted value memory cell and gray value computing unit, passage ginseng
Number extraction units and high-definition camera network connection, for receiving high-definition image to extract each pixel in high-definition image
R passages pixel value, G passages pixel value and channel B pixel value, weighted value memory cell be used for prestored R channel weightings
Value, G channel weightings value and channel B weighted value, gray value computing unit store with channel parameters extraction unit and weighted value respectively
Unit connects, for each pixel in high-definition image, by the product of R passages pixel value and R channel weighting values, G passage pictures
The pixel that plain value is directed to the product and channel B pixel value of G channel weighting values and the product addition of channel B weighted value with obtaining
The gray value of point, and the gray value based on each pixel in high-definition image obtains gray level image corresponding to high-definition image;Its
In, R channel weighting values value is that 0.298839, G channel weighting values value is 0.586811, and channel B weighted value value is
0.114350;
Histogram distribution detection device, it is connected with gray processing processing equipment, for receiving gray level image, and to gray level image
Grey level histogram processing is carried out to obtain corresponding histogram image, when bimodal distribution is presented in histogram image, sends the overall situation
Threshold value selection signal, otherwise, send non-global threshold selection signal;
Threshold value selects equipment, is connected with histogram distribution detection device, complete for when receiving global threshold selection signal, inciting somebody to action
Office's threshold value 128 exports as threshold data, when receiving non-global threshold selection signal, by neighbor pixel gray difference threshold
40 export as threshold data;
Binary conversion treatment equipment, equipment and histogram distribution detection device is selected to be connected with threshold value respectively, for receiving entirely
,, will when gray value is more than or equal to threshold data for each pixel in gray level image during office's threshold value selection signal
For pixel be arranged to white level pixel, when gray value is less than threshold data, by for pixel be arranged to black
Level pixel point, and binary image corresponding to output gray level image;Binary conversion treatment equipment be additionally operable to receive it is non-complete
During office's threshold value selection signal, for each pixel in gray level image, vertical direction is calculated upwards apart from its 3 pixels
The gray value of the pixel of point calculates vertical direction downwards apart from the pixel of its 3 pixels as upper grey scale pixel value
Gray value is used as left apart from the gray value of the pixel of its 3 pixels to the left as lower grey scale pixel value, calculated level direction
Grey scale pixel value, calculated level direction to the right apart from its 3 pixels pixel gray value as right grey scale pixel value, when
The absolute value of the difference of upper grey scale pixel value and lower grey scale pixel value is less than or equal to threshold data and left grey scale pixel value and right pixel
When the absolute value of the difference of gray value is less than or equal to threshold data, by for pixel be arranged to white level pixel, when upper picture
The absolute value of the difference of plain gray value and lower grey scale pixel value be more than threshold data or left grey scale pixel value and right grey scale pixel value it
The absolute value of difference is when being more than threshold data, by for pixel be arranged to black level pixel, and output gray level image pair
The binary image answered;
Picture smooth treatment equipment, it is connected with binary conversion treatment equipment, for receiving binary image, in binary image
Each pixel, when more than half trip point in adjacent all pixels point being present, then by for pixel
Gray value retains, otherwise, by for the gray value of pixel be arranged to white level pixel, and it is corresponding to export binary image
Smoothed image;
Adaptive recursive filtering equipment, is connected with image balance processing equipment, and for receiving smoothed image, smoothed image is performed
Adaptive recursive filtering is handled to obtain filtering image;
Sub-screen analytical equipment, it is arranged in the Background control room of projection room, is connected by network and adaptive recursive filtering equipment
Connect to obtain filtering image, filtering image is matched to detect simultaneously with the screen pattern of the various mobile terminals prestored
The each screen subgraph being partitioned into filtering image, for each screen subgraph, for its position in filtering image
Put seat numbering corresponding to the screen subgraph for determining to be directed to;Wherein, for screen subgraph corresponding to seat numbering be to hold
There is the projection room seat numbering where the spectators of mobile terminal corresponding to the screen subgraph being directed to;
Wherein, infrared laser pen also includes receiver of remote-control sytem, and remote signal and laser are opened for receiving the laser sent distal end
Close remote signal;
FLASH storage devices, for storing the screen pattern of preset percentage threshold value and various mobile terminals;
User input equipment, it is connected with FLASH storage devices, for the operation based on user, inputs preset percentage threshold value.
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