CN109508652A - Viewing number statistical method, device and electronic equipment - Google Patents
Viewing number statistical method, device and electronic equipment Download PDFInfo
- Publication number
- CN109508652A CN109508652A CN201811247621.4A CN201811247621A CN109508652A CN 109508652 A CN109508652 A CN 109508652A CN 201811247621 A CN201811247621 A CN 201811247621A CN 109508652 A CN109508652 A CN 109508652A
- Authority
- CN
- China
- Prior art keywords
- viewing
- cinemas
- sequence
- movie theater
- contents
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/20—Analysis of motion
- G06T7/246—Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/172—Classification, e.g. identification
-
- 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
- G06T2207/10—Image acquisition modality
- G06T2207/10016—Video; Image sequence
-
- 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
- G06T2207/30196—Human being; Person
- G06T2207/30201—Face
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/07—Target detection
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Theoretical Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Oral & Maxillofacial Surgery (AREA)
- General Health & Medical Sciences (AREA)
- Human Computer Interaction (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
Abstract
The present invention provides a kind of viewing number statistical method, device and electronic equipments, the described method includes: obtaining the video flowing and cinemas screening data for being set to the image collecting device output of each cinemas, the cinemas screening data include: the viewing piece mesh and its section of corresponding entry time of each movie theater of movie theatre；Track following is carried out to the pedestrian in the video flowing, obtains multiple tracking sequences；In the corresponding entry time section of each viewing table of contents, screens and enter movie theater viewing viewing piece purpose target following sequence in the multiple tracking sequence；For each viewing table of contents, the quantity of target following sequence described in multiple cinemas is counted, obtains practical viewing number.Reached can the practical viewing number of programming count in conjunction with the ticketing situation of movie theater, avoid whether film has technical effect existing for the behavior at the brush such as " ghost field " " locking seat " box office based on the viewing person-time of video people stream tracking technique real-time monitoring movie theater.
Description
Technical field
The present invention relates to field of computer technology, set more particularly, to a kind of viewing number statistical method, device and electronics
It is standby.
Background technique
China's film market keeps the situation of rapid growth in recent years, and internal film box office is from 118.47 hundred million yuan of 2011
Rise to 2017 558.84 hundred million yuan, after 4 years high speed developments, box office increase tends to be steady, annual average compound growth rate
It is 29.5%.By 2017, screen number in China's occupied first place in the world up to 5.08 ten thousand pieces；Viewing person-time is also from 2011
3.36 hundred million person-times rise to 16.22 hundred million person-times in 2017, and the viewing enthusiasm of annual average compound growth rate 30%, people is gradually high
Rise.
While video display prosperity and development, the grey means of some films, the movie market in China for making script unstable is again
Degree loses sincerity.Phenomena such as false grand style (locking seat, ghost field etc.), brush presell, brush scoring etc., emerge one after another.Due to brush
Box office is not originally single piece side's behavior, can also be directly related to cinemas and movie theatre, therefore supervision department can not also obtain very
Real viewing person-time, can only calculate viewing person-time by ticketing number.And the mode of this statistics viewing person-time can expend largely
Time, efficiency are very low.
Summary of the invention
In view of this, the purpose of the present invention is to provide a kind of viewing number statistical method, device and electronic equipment, with slow
Solve it is existing in the prior art taking considerable time for viewing person-time is calculated by ticketing number, the low-down technology of efficiency is asked
Topic.
In a first aspect, the embodiment of the invention provides a kind of viewing number statistical methods, comprising:
Obtain the video flowing and cinemas screening data for being set to the image collecting device output of each cinemas, the cinemas screening
Data include: the viewing piece mesh and its section of corresponding entry time of each movie theater of movie theatre；
Track following is carried out to the pedestrian in the video flowing, obtains multiple tracking sequences；
In the corresponding entry time section of each viewing table of contents, screens and enter movie theater viewing viewing in the multiple tracking sequence
Piece purpose target following sequence；
For each viewing table of contents, the quantity of target following sequence described in multiple cinemas is counted, obtains practical viewing people
Number.
With reference to first aspect, the embodiment of the invention provides the first possible embodiments of first aspect, wherein institute
The device identification that image collecting device is had in tracking sequence is stated, each described image acquisition device is separately positioned on corresponding movie theater
Entrance；
It is described in each viewing table of contents corresponding entry time section, screen and enter movie theater in the multiple tracking sequence and watch
The viewing piece purpose target following sequence, comprising:
For each cinemas, the movie theater for playing a viewing table of contents for viewing number to be determined is determined；
Determine the device identification of the image collecting device of the inlet of the movie theater；
In the tracking sequence that the video flowing of the image collecting device output corresponding based on described device mark obtains, choosing
The tracking sequence that shooting time is located in the entry time section of a viewing table of contents is selected, the target following sequence is obtained.
With reference to first aspect, the embodiment of the invention provides second of possible embodiments of first aspect, wherein institute
The device identification that image collecting device is had in tracking sequence is stated, each described image acquisition device is separately positioned on corresponding movie theater
Entrance；
It is described in each viewing table of contents corresponding entry time section, screen and enter movie theater in the multiple tracking sequence and watch
The viewing piece purpose target following sequence, comprising:
For each cinemas, the entry time section for playing a viewing table of contents for viewing number to be determined is determined；
In the tracking sequence that track following obtains, shooting time is selected to be located in the entry time section of the viewing table of contents
Tracking sequence；
The shooting time is located in the tracking sequence in the entry time section of the viewing table of contents, carrying, which is set to, to be broadcast
Put target following sequence described in the tracking sequence of the device identification of the image collecting device of the movie theater of viewing number to be determined.
With reference to first aspect, the embodiment of the invention provides the third possible embodiments of first aspect, wherein institute
It states and enters movie theater viewing viewing piece purpose target following sequence in the multiple tracking sequence of screening, comprising:
Determine the moving direction of pixel in each tracking sequence；
Based on the moving direction of pixel in the tracking sequence, will be determined as into the tracking sequence of a movie theater viewing viewing table of contents
The target following sequence.
With reference to first aspect, the embodiment of the invention provides the 4th kind of possible embodiments of first aspect, wherein institute
State method further include:
Determine the facial image for meeting preset condition in the tracking sequence；
The facial image for meeting preset condition is inputted in preset Feature Extraction model, multiple faces are obtained
Feature；
By each face characteristic one by one compared with preset suspect's face characteristic；
If it exists it is more than the facial image of default similarity threshold with suspect image similarity, sends discovery suspect's notice.
With reference to first aspect, the embodiment of the invention provides the 5th kind of possible embodiments of first aspect, wherein institute
It states and track following is carried out to the pedestrian in the video flowing, obtain multiple tracking sequences, comprising:
Multiple image is extracted in video streaming, and identifies pedestrian in the multiple image extracted；
Pedestrian to recognize for the first time creates track following, and the pedestrian to have identified that updates motion track, obtains
Into the tracking sequence of multiple pedestrians of movie theater.
With reference to first aspect, the embodiment of the invention provides the 6th kind of possible embodiments of first aspect, wherein institute
State method further include:
Obtain the ticketing number for the viewing table of contents to be investigated that each cinemas report；
The ticketing number and the practical viewing number are compared, if ticketing number be greater than the practical viewing number and
Difference between the two is greater than preset threshold, issues poll abnormity prompt.
Second aspect, the embodiment of the invention also provides a kind of viewing number statistic devices, comprising:
Module is obtained, for obtaining the video flowing and cinemas screening number that are set to the image collecting device output of each cinemas
According to the cinemas screening data include: the viewing piece mesh and its section of corresponding entry time of each movie theater of movie theatre；
Track following module obtains multiple tracking sequences for carrying out track following to the pedestrian in the video flowing；
Screening module, in each viewing table of contents corresponding entry time section, screen in the multiple tracking sequence into
Enter movie theater viewing viewing piece purpose target following sequence；
Statistical module counts the quantity of target following sequence described in multiple cinemas, obtains for being directed to each viewing table of contents
To practical viewing number.
The third aspect, the embodiment of the invention also provides a kind of electronic equipment, including memory, processor, the storages
The computer program that can be run on the processor is stored in device, the processor is realized when executing the computer program
The step of method described in above-mentioned first aspect.
Fourth aspect, the embodiment of the invention also provides a kind of non-volatile program codes that can be performed with processor
Computer-readable medium, said program code make the processor execute method described in the first aspect.
The embodiment of the present invention brings following the utility model has the advantages that the embodiment of the present invention is set to each cinemas by obtaining first
The video flowing and cinemas screening data of image collecting device output, then carry out track following to the pedestrian in the video flowing,
Multiple tracking sequences are obtained, then in the corresponding entry time section of each viewing table of contents, screens and enters in the multiple tracking sequence
Movie theater watches viewing piece purpose target following sequence, can finally be directed to each viewing table of contents, count mesh described in multiple cinemas
The quantity for marking tracking sequence, obtains practical viewing number.
The embodiment of the present invention can the practical viewing number of programming count, be based on video people stream tracking technique real-time monitoring movie theater
Viewing person-time, save statistical time, improve the statistical efficiency of each practical viewing person-time of a viewing table of contents.
Other features and advantages of the present invention will illustrate in the following description, also, partly become from specification
It obtains it is clear that understand through the implementation of the invention.The objectives and other advantages of the invention are in specification, claims
And specifically noted structure is achieved and obtained in attached drawing.
To enable the above objects, features and advantages of the present invention to be clearer and more comprehensible, preferred embodiment is cited below particularly, and cooperate
Appended attached drawing, is described in detail below.
Detailed description of the invention
It, below will be to specific in order to illustrate more clearly of the specific embodiment of the invention or technical solution in the prior art
Embodiment or attached drawing needed to be used in the description of the prior art be briefly described, it should be apparent that, it is described below
Attached drawing is some embodiments of the present invention, for those of ordinary skill in the art, before not making the creative labor
It puts, is also possible to obtain other drawings based on these drawings.
Fig. 1 is a kind of a kind of flow chart of viewing person-time statistical method provided in an embodiment of the present invention；
Fig. 2 is a kind of another flow chart of viewing person-time statistical method provided in an embodiment of the present invention；
Fig. 3 is a kind of another flow chart of viewing person-time statistical method provided in an embodiment of the present invention；
Fig. 4 is a kind of structure chart of viewing person-time statistic device provided in an embodiment of the present invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with attached drawing to the present invention
Technical solution be clearly and completely described, it is clear that described embodiments are some of the embodiments of the present invention, rather than
Whole embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art are not making creative work premise
Under every other embodiment obtained, shall fall within the protection scope of the present invention.
While video display prosperity and development, the grey means of some films, the movie market in China for making script unstable is again
Degree loses sincerity.Phenomena such as false grand style (locking seat, ghost field etc.), brush presell, brush scoring etc., emerge one after another.Due to brush
Box office is not originally single piece side's behavior, can also be directly related to cinemas and movie theatre, therefore supervision department can not also obtain very
Real viewing person-time, can only calculate viewing person-time by ticketing number.And the mode of this statistics viewing person-time can expend largely
Time, efficiency are very low.Based on this, a kind of viewing person-time statistical method, device and electronic equipment provided in an embodiment of the present invention,
Statistical time can be saved based on the viewing person-time of video people stream tracking technique real-time monitoring movie theater, it is real to improve each viewing table of contents
The statistical efficiency of border viewing person-time.
For convenient for understanding the present embodiment, first to a kind of viewing number statistics side disclosed in the embodiment of the present invention
Method describes in detail, as shown in Figure 1, the viewing number statistical method can be applied in server, server can be with
The image collecting device communication connection being set in each cinemas, the image collecting device being set in each cinemas can be to server
Collected video flowing is sent, the described method comprises the following steps:
Step S101 obtains the video flowing and cinemas screening data for being set to the image collecting device output of each cinemas；
In embodiments of the present invention, the entrance top in each movie theater of cinemas or oblique upper can be set in image collecting device
Deng, so as to clearly acquire pedestrian motion track and facial image, the cinemas screening data include: each shadow of movie theatre
The viewing piece mesh in the Room and its section of corresponding entry time.
In practical applications, the available movie theater reported to each cinemas of server, entry time section and a viewing table of contents it
Between corresponding relationship illustratively can be as shown in table 1 below.
Step S102 carries out track following to the pedestrian in the video flowing, obtains multiple tracking sequences；
In this step, multiple image can be extracted in video streaming, and identifies pedestrian in the multiple image extracted；
Pedestrian to recognize for the first time creates track following, and the pedestrian to have identified that updates motion track, obtains entering movie theater
Multiple pedestrians tracking sequence.
Since pedestrian may enter the image acquisition region of other image capture devices during entering movie theater, so
Can may occur repeatedly the motion track of the same pedestrian in a certain video flowing, thus more than the pedestrian second or the time
When occurring in video flowing, in order to guarantee viewing number statistical accuracy, avoids repeating to be included in the same pedestrian, can use the
Primary or repeatedly identification road pedestrian before secondary or more than the same pedestrians recognized motion track covering
Motion track only retains primary.
Step S103 is screened in the corresponding entry time section of each viewing table of contents and is entered shadow in the multiple tracking sequence
Viewing piece purpose target following sequence is watched in the Room；
In one embodiment of the invention, the device identification of image collecting device, dress are had in the tracking sequence
Setting mark is that uniquely, wherein may include cinemas code and movie theater code etc., can also sequentially encode, then record multiple
The device identification for the image collecting device that each movie theater of cinemas is installed, that is to say, that there are corresponding between device identification and movie theater
Relationship can specifically be set according to actual needs, and without limitation, each described image acquisition device is separately positioned on correspondence to the present invention
Movie theater entrance；The step S103 includes: to determine the shadow for playing a viewing table of contents for viewing number to be determined for each cinemas
The Room illustratively if a viewing table of contents for viewing number to be determined is BBB, can determine according to current time and table 1 and play
The movie theater of viewing table of contents BBB is the movie theater 002 of A cinemas；Determine the device mark of the image collecting device of the inlet of the movie theater
Know, illustratively, the image collector of 002 inlet of movie theater can be determined according to the corresponding relationship between device identification and movie theater
The device identification set；In the tracking sequence that the video flowing based on the corresponding image collecting device output of described device mark obtains
In, it selects shooting time to be located at the tracking sequence in the entry time section of a viewing table of contents, obtains the target following sequence, due to
The information being stored in each of tracking sequence picture frame between shooting, it is possible to be determined and be shot according to tracking sequence
Whether the time is located in entry time section.
In another embodiment of the invention, the device identification of image collecting device is had in the tracking sequence,
Each described image acquisition device is separately positioned on corresponding movie theater entrance；The step S103 includes: to determine for each cinemas
Play the entry time section of a viewing table of contents for viewing number to be determined；In the tracking sequence that track following obtains, selection shooting
Time is located at the tracking sequence in the entry time section of the viewing table of contents；The shooting time is located at the viewing table of contents
In tracking sequence in entry time section, the dress for being set to the image collecting device for the movie theater for playing viewing number to be determined is carried
Set target following sequence described in the tracking sequence of mark.
In embodiments of the present invention, it can be screened in multiple tracking sequences in the following manner and enter movie theater viewing viewing
Piece purpose target following sequence illustratively can determine the moving direction of pixel in each tracking sequence first；It is based on
The moving direction of pixel in the tracking sequence will be determined as the target following into the tracking sequence of a movie theater viewing viewing table of contents
Sequence, that is to say, that the tracking sequence for being directed toward movie theater entrance to moving direction is determined as target following sequence.
Step S104 counts the quantity of target following sequence described in multiple cinemas, obtains reality for each viewing table of contents
Border viewing number.
The embodiment of the present invention is set to the video flowing and cinemas of the image collecting device output of each cinemas by obtaining first
Then screening data carry out track following to the pedestrian in the video flowing, obtain multiple tracking sequences, then in each viewing table of contents
In corresponding entry time section, screens and enters movie theater viewing viewing piece purpose target following sequence in the multiple tracking sequence,
It can be finally directed to each viewing table of contents, the quantity of target following sequence described in multiple cinemas is counted, obtain practical viewing people
Number.
The embodiment of the present invention can the practical viewing number of programming count, be based on video people stream tracking technique real-time monitoring movie theater
Viewing person-time, save statistical time, improve the statistical efficiency of each practical viewing person-time of a viewing table of contents.
In another embodiment of the present invention, as shown in Fig. 2, the method also includes:
Step S201 determines the facial image for meeting preset condition in the tracking sequence；
In embodiments of the present invention, the facial image for meeting preset condition refers to, can be accurately identified out and face
The clarity of image can reach certain pixel threshold, can be used to carry out accurate feature extraction.
The facial image for meeting preset condition is inputted in preset Feature Extraction model, is obtained by step S202
To multiple face characteristics；
In embodiments of the present invention, Feature Extraction model can refer to preparatory trained neural network model, the people
Face feature extraction model can input facial image, obtain face characteristic.
Step S203, by each face characteristic one by one compared with preset suspect's face characteristic；
In embodiments of the present invention, suspect's face characteristic can be public security organ's offer.
Step S204 is more than the facial image of default similarity threshold with suspect image similarity, sends discovery if it exists
Suspect's notice.
The embodiment of the present invention can by face recognition technology application can by docking public security department's criminal investigation data into
The fugitive suspect of row compares, and makes stealth unable to escape the net of justice in the suspect of movie theatre.
In another embodiment of the present invention, as shown in figure 3, the method also includes:
Step S301 obtains the ticketing number for the viewing table of contents to be investigated that each cinemas report；
Step S302 compares the ticketing number and the practical viewing number, if ticketing number is greater than the reality
Viewing number and difference between the two are greater than preset threshold, sending poll abnormity prompt.
The embodiment of the present invention can determine the ticket of movie theater in conjunction with the ticketing situation of movie theater based on the viewing person-time counted
Whether number there is exception, avoids whether film has the behavior at the brush such as " ghost field " " locking seat " box office.
In another embodiment of the present invention, as shown in figure 4, also providing a kind of viewing number statistic device, comprising:
Module 11 is obtained, for obtaining the video flowing and cinemas screening number that are set to the image collecting device output of each cinemas
According to the cinemas screening data include: the viewing piece mesh and its section of corresponding entry time of each movie theater of movie theatre；
Track following module 12 obtains multiple tracking sequences for carrying out track following to the pedestrian in the video flowing；
Screening module 13, for screening in the multiple tracking sequence in the corresponding entry time section of each viewing table of contents
Viewing piece purpose target following sequence is watched into movie theater；
Statistical module 14, for counting the quantity of target following sequence described in multiple cinemas for each viewing table of contents,
Obtain practical viewing number.
The technical effect and preceding method embodiment phase of device provided by the embodiment of the present invention, realization principle and generation
Together, to briefly describe, Installation practice part does not refer to place, can refer to corresponding contents in preceding method embodiment.
In another embodiment of the present invention, also offer a kind of electronic equipment, including memory, processor, the storage
The computer program that can be run on the processor is stored in device, the processor is realized when executing the computer program
The step of method described in above method embodiment.
In another embodiment of the present invention, a kind of non-volatile program code that can be performed with processor is also provided
Computer-readable medium, said program code make the processor execute method described in the method embodiment.
The flow chart and block diagram in the drawings show the system of multiple embodiments according to the present invention, method and computer journeys
The architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generation
A part of one module, section or code of table, a part of the module, section or code include one or more use
The executable instruction of the logic function as defined in realizing.It should also be noted that in some implementations as replacements, being marked in box
The function of note can also occur in a different order than that indicated in the drawings.For example, two continuous boxes can actually base
Originally it is performed in parallel, they can also be executed in the opposite order sometimes, and this depends on the function involved.It is also noted that
It is the combination of each box in block diagram and or flow chart and the box in block diagram and or flow chart, can uses and execute rule
The dedicated hardware based system of fixed function or movement is realized, or can use the group of specialized hardware and computer instruction
It closes to realize.
The computer program product of viewing person-time statistical method, device and system provided by the embodiment of the present invention, packet
The computer readable storage medium for storing program code is included, the instruction that said program code includes can be used for executing previous methods
Method as described in the examples, specific implementation can be found in embodiment of the method, and details are not described herein.
It is apparent to those skilled in the art that for convenience and simplicity of description, the system of foregoing description
It with the specific work process of device, can refer to corresponding processes in the foregoing method embodiment, details are not described herein.
In addition, in the description of the embodiment of the present invention unless specifically defined or limited otherwise, term " installation ", " phase
Even ", " connection " shall be understood in a broad sense, for example, it may be being fixedly connected, may be a detachable connection, or be integrally connected；It can
To be mechanical connection, it is also possible to be electrically connected；It can be directly connected, can also can be indirectly connected through an intermediary
Connection inside two elements.For the ordinary skill in the art, above-mentioned term can be understood at this with concrete condition
Concrete meaning in invention.
It, can be with if the function is realized in the form of SFU software functional unit and when sold or used as an independent product
It is stored in a computer readable storage medium.Based on this understanding, technical solution of the present invention is substantially in other words
The part of the part that contributes to existing technology or the technical solution can be embodied in the form of software products, the meter
Calculation machine software product is stored in a storage medium, including some instructions are used so that a computer equipment (can be a
People's computer, server or network equipment etc.) it performs all or part of the steps of the method described in the various embodiments of the present invention.
And storage medium above-mentioned includes: that USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), arbitrary access are deposited
The various media that can store program code such as reservoir (RAM, Random Access Memory), magnetic or disk.
In the description of the present invention, it should be noted that term " center ", "upper", "lower", "left", "right", "vertical",
The orientation or positional relationship of the instructions such as "horizontal", "inner", "outside" be based on the orientation or positional relationship shown in the drawings, merely to
Convenient for description the present invention and simplify description, rather than the device or element of indication or suggestion meaning must have a particular orientation,
It is constructed and operated in a specific orientation, therefore is not considered as limiting the invention.In addition, term " first ", " second ",
" third " is used for descriptive purposes only and cannot be understood as indicating or suggesting relative importance.
Finally, it should be noted that embodiment described above, only a specific embodiment of the invention, to illustrate the present invention
Technical solution, rather than its limitations, scope of protection of the present invention is not limited thereto, although with reference to the foregoing embodiments to this hair
It is bright to be described in detail, those skilled in the art should understand that: anyone skilled in the art
In the technical scope disclosed by the present invention, it can still modify to technical solution documented by previous embodiment or can be light
It is readily conceivable that variation or equivalent replacement of some of the technical features；And these modifications, variation or replacement, do not make
The essence of corresponding technical solution is detached from the spirit and scope of technical solution of the embodiment of the present invention, should all cover in protection of the invention
Within the scope of.Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. a kind of viewing number statistical method characterized by comprising
Obtain the video flowing and cinemas screening data for being set to the image collecting device output of each cinemas, the cinemas screening data
It include: the viewing piece mesh and its section of corresponding entry time of each movie theater of movie theatre；
Track following is carried out to the pedestrian in the video flowing, obtains multiple tracking sequences；
In the corresponding entry time section of each viewing table of contents, screens and enter movie theater viewing viewing piece mesh in the multiple tracking sequence
Target following sequence；
For each viewing table of contents, the quantity of target following sequence described in multiple cinemas is counted, obtains practical viewing number.
2. viewing number statistical method according to claim 1, which is characterized in that adopted in the tracking sequence with image
The device identification of acquisition means, each described image acquisition device are separately positioned on corresponding movie theater entrance；
It is described in each viewing table of contents corresponding entry time section, screen and enter described in movie theater viewing in the multiple tracking sequence
Viewing piece purpose target following sequence, comprising:
For each cinemas, the movie theater for playing a viewing table of contents for viewing number to be determined is determined；
Determine the device identification of the image collecting device of the inlet of the movie theater；
In the tracking sequence that the video flowing of the image collecting device output corresponding based on described device mark obtains, selection is clapped
Take the photograph the time be located at a viewing table of contents entry time section in tracking sequence, obtain the target following sequence.
3. viewing number statistical method according to claim 1, which is characterized in that adopted in the tracking sequence with image
The device identification of acquisition means, each described image acquisition device are separately positioned on corresponding movie theater entrance；
It is described in each viewing table of contents corresponding entry time section, screen and enter described in movie theater viewing in the multiple tracking sequence
Viewing piece purpose target following sequence, comprising:
For each cinemas, the entry time section for playing a viewing table of contents for viewing number to be determined is determined；
In the tracking sequence that track following obtains, select shooting time be located in entry time section of the viewing table of contents with
Track sequence；
By the shooting time be located at the viewing table of contents entry time section in tracking sequence in, carrying be set to broadcasting to
Determine target following sequence described in the tracking sequence of the device identification of the image collecting device of the movie theater of viewing number.
4. viewing number statistical method according to claim 1, which is characterized in that the multiple tracking sequence of screening
The middle movie theater that enters watches viewing piece purpose target following sequence, comprising:
Determine the moving direction of pixel in each tracking sequence；
Based on the moving direction of pixel in the tracking sequence, will be determined as into the tracking sequence of a movie theater viewing viewing table of contents described
Target following sequence.
5. viewing number statistical method according to claim 1, which is characterized in that the method also includes:
Determine the facial image for meeting preset condition in the tracking sequence；
The facial image for meeting preset condition is inputted in preset Feature Extraction model, it is special to obtain multiple faces
Sign；
By each face characteristic one by one compared with preset suspect's face characteristic；
If it exists it is more than the facial image of default similarity threshold with suspect image similarity, sends discovery suspect's notice.
6. viewing number statistical method according to claim 1, which is characterized in that carried out to the pedestrian in the video flowing
Track following obtains multiple tracking sequences, comprising:
Multiple image is extracted in video streaming, and identifies pedestrian in the multiple image extracted；
Pedestrian to recognize for the first time creates track following, and the pedestrian to have identified that updates motion track, is entered
The tracking sequence of multiple pedestrians of movie theater.
7. viewing number statistical method according to claim 1, which is characterized in that the method also includes:
Obtain the ticketing number for the viewing table of contents to be investigated that each cinemas report；
The ticketing number and the practical viewing number are compared, if ticketing number is greater than the practical viewing number and the two
Between difference be greater than preset threshold, issue poll abnormity prompt.
8. a kind of viewing number statistic device characterized by comprising
Module is obtained, for obtaining the video flowing and cinemas screening data that are set to the image collecting device output of each cinemas, institute
State the viewing piece mesh and its section of corresponding entry time that cinemas screening data include: each movie theater of movie theatre；
Track following module obtains multiple tracking sequences for carrying out track following to the pedestrian in the video flowing；
Screening module, for screening and entering shadow in the multiple tracking sequence in the corresponding entry time section of each viewing table of contents
Viewing piece purpose target following sequence is watched in the Room；
Statistical module counts the quantity of target following sequence described in multiple cinemas, obtains reality for being directed to each viewing table of contents
Border viewing number.
9. a kind of electronic equipment, including memory, processor, be stored in the memory to run on the processor
Computer program, which is characterized in that the processor realizes that the claims 1 to 7 are any when executing the computer program
The step of method described in item.
10. a kind of computer-readable medium for the non-volatile program code that can be performed with processor, which is characterized in that described
Program code makes the processor execute described any the method for claim 1-7.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811247621.4A CN109508652A (en) | 2018-10-25 | 2018-10-25 | Viewing number statistical method, device and electronic equipment |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811247621.4A CN109508652A (en) | 2018-10-25 | 2018-10-25 | Viewing number statistical method, device and electronic equipment |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN109508652A true CN109508652A (en) | 2019-03-22 |
Family
ID=65745897
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811247621.4A Pending CN109508652A (en) | 2018-10-25 | 2018-10-25 | Viewing number statistical method, device and electronic equipment |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109508652A (en) |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109951740A (en) * | 2019-04-03 | 2019-06-28 | 北京市商汤科技开发有限公司 | Method for processing video frequency and device, electronic equipment and storage medium |
| CN109978407A (en) * | 2019-04-08 | 2019-07-05 | 中影环球（北京）科技有限公司 | A kind of system and method that film waiting is adjusted according to movie theatre stream of people feature dynamic |
| CN110677705A (en) * | 2019-09-10 | 2020-01-10 | 世纪美映影院技术服务（北京）有限公司 | Cinema intelligent management method and system |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN202275421U (en) * | 2011-10-25 | 2012-06-13 | �金钟 | Film box office statistic system |
| CN103530874A (en) * | 2013-10-09 | 2014-01-22 | 上海大学 | People flow counting method on basis of Kinect |
| CN104504112A (en) * | 2014-12-30 | 2015-04-08 | 何业文 | Cinema information acquisition system |
| CN204423417U (en) * | 2014-12-30 | 2015-06-24 | 何业文 | Movie theatre information acquisition system |
| CN105894084A (en) * | 2015-11-23 | 2016-08-24 | 乐视网信息技术（北京）股份有限公司 | Theater box office people counting method, device and system |
| GB2550837A (en) * | 2016-03-28 | 2017-12-06 | Sreeram Krishna | System and method for electronic digital video display |
| CN108229456A (en) * | 2017-11-22 | 2018-06-29 | 深圳市商汤科技有限公司 | Method for tracking target and device, electronic equipment, computer storage media |
| CN108241844A (en) * | 2016-12-27 | 2018-07-03 | 北京文安智能技术股份有限公司 | A kind of public traffice passenger flow statistical method, device and electronic equipment |
| CN108346265A (en) * | 2018-01-24 | 2018-07-31 | 三峡大学 | A kind of risk object identification alarm method and device |
-
2018
- 2018-10-25 CN CN201811247621.4A patent/CN109508652A/en active Pending
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN202275421U (en) * | 2011-10-25 | 2012-06-13 | �金钟 | Film box office statistic system |
| CN103530874A (en) * | 2013-10-09 | 2014-01-22 | 上海大学 | People flow counting method on basis of Kinect |
| CN104504112A (en) * | 2014-12-30 | 2015-04-08 | 何业文 | Cinema information acquisition system |
| CN204423417U (en) * | 2014-12-30 | 2015-06-24 | 何业文 | Movie theatre information acquisition system |
| CN105894084A (en) * | 2015-11-23 | 2016-08-24 | 乐视网信息技术（北京）股份有限公司 | Theater box office people counting method, device and system |
| GB2550837A (en) * | 2016-03-28 | 2017-12-06 | Sreeram Krishna | System and method for electronic digital video display |
| CN108241844A (en) * | 2016-12-27 | 2018-07-03 | 北京文安智能技术股份有限公司 | A kind of public traffice passenger flow statistical method, device and electronic equipment |
| CN108229456A (en) * | 2017-11-22 | 2018-06-29 | 深圳市商汤科技有限公司 | Method for tracking target and device, electronic equipment, computer storage media |
| CN108346265A (en) * | 2018-01-24 | 2018-07-31 | 三峡大学 | A kind of risk object identification alarm method and device |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109951740A (en) * | 2019-04-03 | 2019-06-28 | 北京市商汤科技开发有限公司 | Method for processing video frequency and device, electronic equipment and storage medium |
| CN109978407A (en) * | 2019-04-08 | 2019-07-05 | 中影环球（北京）科技有限公司 | A kind of system and method that film waiting is adjusted according to movie theatre stream of people feature dynamic |
| CN110677705A (en) * | 2019-09-10 | 2020-01-10 | 世纪美映影院技术服务（北京）有限公司 | Cinema intelligent management method and system |
| CN110677705B (en) * | 2019-09-10 | 2021-06-15 | 世纪美映影院技术服务（北京）有限公司 | Cinema intelligent management method and system |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Wen et al. | Detection, tracking, and counting meets drones in crowds: A benchmark | |
| CN109218619A (en) | Image acquiring method, device and system | |
| CN109508652A (en) | Viewing number statistical method, device and electronic equipment | |
| US8452047B2 (en) | Method and apparatus for recognizing a plural number of faces, and method and apparatus for registering face, and an image capturing method and system | |
| US20180227538A1 (en) | Video recording system, server, system, and storage medium | |
| US10269123B2 (en) | Methods and apparatus for video background subtraction | |
| CN106650671A (en) | Human face identification method, apparatus and system | |
| CN107222677A (en) | The method and device that multi-cam is opened simultaneously | |
| CN109272221A (en) | City management method, apparatus and electronic equipment | |
| CN108875835B (en) | Object foot-landing point determination method and device, electronic equipment and computer readable medium | |
| CN106331524B (en) | A kind of method and device identifying Shot change | |
| WO2015095764A1 (en) | Systems, methods, and apparatus for generating metadata relating to spatial regions of non-uniform size | |
| CN106649855B (en) | A kind of adding method and add-on system of video tab | |
| CN111160243A (en) | Passenger flow volume statistical method and related product | |
| KR102183473B1 (en) | Method for monitoring images and apparatus for the same | |
| CN111241872B (en) | Video image shielding method and device | |
| CN102855465B (en) | A kind of tracking of mobile object | |
| CN106507129B (en) | Intelligent video playback method and equipment | |
| WO2023029574A1 (en) | Method and apparatus for acquiring passenger flow information, and computer device and storage medium | |
| CN109905670A (en) | A kind of multi-stage platform monitoring system | |
| CN109286782A (en) | Multiple video camera makes an inspection tour the method and device of control automatically | |
| KR102128319B1 (en) | Method and Apparatus for Playing Video by Using Pan-Tilt-Zoom Camera | |
| CN112183431A (en) | Real-time pedestrian number statistical method and device, camera and server | |
| CN108989906A (en) | A kind of live video processing method and processing device | |
| CN108985244B (en) | Television program type identification method and device |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20190322 |
|
| WD01 | Invention patent application deemed withdrawn after publication |