KR20170050034A - Digital signage advertising due to the eye-tracking ad viewing audience analysis apparatus and method - Google Patents

Digital signage advertising due to the eye-tracking ad viewing audience analysis apparatus and method Download PDF

Info

Publication number
KR20170050034A
KR20170050034A KR1020150151054A KR20150151054A KR20170050034A KR 20170050034 A KR20170050034 A KR 20170050034A KR 1020150151054 A KR1020150151054 A KR 1020150151054A KR 20150151054 A KR20150151054 A KR 20150151054A KR 20170050034 A KR20170050034 A KR 20170050034A
Authority
KR
South Korea
Prior art keywords
advertisement
analysis
image
analyzing
tracking
Prior art date
Application number
KR1020150151054A
Other languages
Korean (ko)
Other versions
KR101790656B1 (en
Inventor
정찬의
Original Assignee
디노플러스 (주)
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by 디노플러스 (주) filed Critical 디노플러스 (주)
Priority to KR1020150151054A priority Critical patent/KR101790656B1/en
Publication of KR20170050034A publication Critical patent/KR20170050034A/en
Application granted granted Critical
Publication of KR101790656B1 publication Critical patent/KR101790656B1/en

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F15/00—Digital computers in general; Data processing equipment in general
    • G06F15/16—Combinations of two or more digital computers each having at least an arithmetic unit, a program unit and a register, e.g. for a simultaneous processing of several programs
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/011—Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
    • G06F3/013—Eye tracking input arrangements
    • G06K9/00335—

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Development Economics (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Strategic Management (AREA)
  • Computer Hardware Design (AREA)
  • Human Computer Interaction (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Game Theory and Decision Science (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Software Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

A digital signage advertisement viewing analysis device by an advertisement viewer's line-of-sight tracking which is intended to improve the reliability of the advertisement exposure effect analysis by analyzing the advertisement effect by judging whether or not to view the digital signage advertisement by the advertisement viewer's eye- And a smart class for capturing an image corresponding to a line of sight of an advertisement viewer through a built-in camera and transmitting the photographed image; And collecting the photographed image transmitted from the smart class, analyzing the collected image with the gaze tracking technique according to the analysis option to derive the advertising attention state of the signage, and extracting the attention state information of the derived signage from the exposed advertisement viewing And an advertisement effect analyzing device that provides the advertisement information to the user in the form of judgment judgment information, thereby realizing a digital signage advertisement viewing analysis device by tracking the advertisement viewer's gaze.

Description

Technical Field [0001] The present invention relates to a digital signage advertisement viewing apparatus and a method thereof,

The present invention relates to an analysis of digital signage advertisement viewing by an advertisement viewer's line of sight. In particular, by analyzing the advertising effect by judging whether an advertisement viewer views a digital signage advertisement by tracking the gaze of an advertisement viewer, The present invention relates to an apparatus and method for analyzing a digital signage advertisement viewing by an eye tracking of an advertisement viewer to improve the reliability of the exposure effect analysis.

The basis for analyzing the effectiveness of advertising is to identify whether a passerby in front of the advertising medium (especially digital signage) has paid attention to the exposed advertisement. To do this, we use verbal questions or questionnaires to check for attention, but it is not a way to check the facts about whether or not we actually saw the ad in a way that we fully rely on the answerer's answer . Therefore, there is a need for a technique for reliably analyzing whether an advertisement viewer has actually viewed an advertisement that has been exposed through an advertisement medium.

Meanwhile, conventional techniques for analyzing the advertising effect are disclosed in Patent Documents 1 to 3 below.

The prior art disclosed in Patent Document 1 is a system for exchanging audiovisual information through a communication with a signee and a wireless communication device mounted on a spectacular terminal.

The prior art disclosed in Patent Document 2 is related to a digital signage apparatus and an advertisement effect measurement server interlocked with the digital signage apparatus, and provides a digital signage that can provide an encrypted code containing information used for advertisement effect measurement . The effectiveness of the advertisement is measured by measuring the degree of exposure of the content in the signage using the encrypted code.

The prior art disclosed in Patent Document 3 is directed to a system for providing a customized advertisement service using digital signage, recognizing the face of a passer-by and distinguishing men and women to provide customized advertisements according to gender.

Korean Patent Laid-Open Publication No. 10-2015-0085400 (published on Jul. 23, 2015) (title of the invention: system including eyeglass type terminal and eyeglass type terminal and signage) Korean Patent Laid-Open Publication No. 10-2013-0100830 (published on Sep. 13, 2013) (entitled " Digital Signage Device & Korean Patent Laid-Open Publication No. 10-2015-0058699 (titled "Personalized Advertisement Service Providing System Using Digital Signage")

However, among the above-described conventional techniques, the method of confirming the advertisement attention using the oral questions or the questionnaires is a method of analyzing the advertising effect depending on the answer of the respondent.

In addition, the conventional techniques mentioned in the patent documents have not been described with respect to advertisement viewing of signage, or the viewer's eyes can not be traced and the advertisement effect can not be analyzed.

SUMMARY OF THE INVENTION Accordingly, the present invention has been made in view of the above problems, and it is an object of the present invention to provide a method and system for analyzing an advertisement effect by determining whether a digital signage advertisement is viewed by an advertisement viewer, And an object of the present invention is to provide an apparatus and method for analyzing a digital signage advertisement by tracking a line of sight of an advertisement viewer to improve the reliability of analysis.

Another object of the present invention is to select a participant (potential ad viewer) and to walk around a certain region by wearing a smart glass with a built-in camera, The present invention provides an apparatus and method for analyzing a digital signage advertisement viewing by an advertisement viewer's line-of-sight tracking that enables an accurate analysis of whether or not a passerby has noticed an advertisement actually exposed by confirming whether the advertisement of the digital signage has been paid attention to .

According to an aspect of the present invention, there is provided an apparatus for analyzing a digital signage advertisement by tracking an advertisement viewer's gaze according to the present invention, which captures an image corresponding to the gaze of an advertisement viewer through a built-in camera, A smart class; Collects the photographed images transmitted from the smart class, and analyzes the collected images by line-of-sight analysis according to the analysis option to derive an advertisement attention state of the signatures, and obtains the attention state information of the derived signatures And an advertisement effect analyzing device for providing the advertisement effect information to the user.

The advertisement effect analyzing apparatus includes an image collecting unit for collecting the photographed image transmitted from the smart glass; An analysis option setting unit for setting an analysis option for analyzing the photographed image; A gaze tracking analyzer for analyzing the photographed image collected by the image collecting unit according to the analysis option using a gaze tracking analysis technique to derive signage advertisement attention state information; And an analysis information display unit for displaying the signaling advertisement attention state information analyzed by the eye tracking analysis unit.

The analysis option setting unit sets the type and size of the viewfinder for image analysis that coincides with the direction of the line of sight.

The shape of the viewfinder may be set to one of a rectangle and a circle, and the size of the viewfinder may be set to correspond to a wheel operation of the mouse.

In the above, the line-of-sight analyzing unit compares the line-of-sight direction with the line-of-sight direction in the image by matching the line-of-sight reference point set in the viewfinder, And the display of the analysis information is controlled by synchronizing the analysis data with the reproduced image when the analyzed image is reproduced after the analysis is completed.

According to another aspect of the present invention, there is provided a method for viewing digital signage advertisements according to the present invention, comprising the steps of: (a) collecting photographed images corresponding to a line of sight of an advertisement viewer through a built- step; (b) setting a viewfinder option for analyzing the collected image; (c) analyzing the advertising attention state of the signing by processing the collected image according to the set analysis option using a line tracking analysis method; (d) displaying the attention state information of the signage analyzed in the step (c) as judgment information for judging whether or not to view the exposed advertisement.

In the step (b), the center point of the image is set as the reference point of the line of sight analysis, and the shape and size of the area for tracking the signage is set as the viewfinder option.

In the above step (c), the sightline positional relationship between the gaze direction and the image is compared using the sight line reference point of the viewfinder set as an option and the signage tracking area, And the advertisement attention state is analyzed as a process of determining whether or not the advertiser is interested in the advertisement.

The time information in which the positional relationship is maintained is calculated on the basis of frame time information of an image during image processing.

In the step (d), when the analysis information is displayed, the color of the boundary line of the signage area may be changed to a specific color, or the thickness of the boundary line may be changed over time, the measurement time may be displayed on the boundary line, And displaying the unique information of the signage that has been the target of the tracking.

In the step (d), the number of signage, the time of attention, the rate of interest, and the elapsed time information that have been confirmed to have paid attention to the advertisement are displayed as statistical information.

In the step (d), analysis information is displayed by synchronizing the analysis data with the reproduced image when the analyzed image is analyzed after the analysis.

According to the present invention, there is an advantage that an advertisement viewer can actually accurately check whether or not the advertisement that has been exposed to digital signage is noticed.

In addition, according to the present invention, it is possible to precisely know whether an advertisement viewer is interested in an advertisement, so that it is possible to mitigate the conflict among the related persons due to the problem of the adequacy of the advertisement cost for the advertisement effect, And to evaluate the appropriateness of advertising cost estimation.

FIG. 1 is an overall configuration diagram of a digital signage advertisement viewing and analyzing apparatus according to an embodiment of the present invention,
FIGS. 2A to 2C are diagrams illustrating an example of a process of acquiring a signage target image by a smart class,
Figs. 3A to 3C are diagrams illustrating an example of a viewfinder for image analysis,
4A is a diagram illustrating an example of setting of a viewfinder for digital signage tracking,
5A to 5D illustrate an eye tracking analysis process in the present invention,
FIG. 6 is a flowchart illustrating a digital signage advertisement viewing analysis method by tracking an advertisement viewer's gaze according to the present invention.

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, a digital signage advertisement viewing and analyzing apparatus and method according to a preferred embodiment of the present invention will be described in detail with reference to the accompanying drawings.

1 is a block diagram of a digital signage advertisement viewing and analyzing apparatus according to an embodiment of the present invention.

The digital signage advertisement viewing and analyzing apparatus according to the present invention includes a smart class (10) and an advertisement effect analyzing apparatus (20).

The smart class 10 takes an image corresponding to the line of sight of the advertisement viewer through the built-in camera, and transmits the shot image to the advertisement effect analyzer 20. The smart class 10 may be a spectacle including a camera and an image transmission device. Although only one smart class is shown in the present invention, in practice, the same number of smart classes as the number of participants participating in analyzing the advertisement effect can be used.

The advertisement effect analyzing apparatus 20 collects shot images transmitted from the smart class 10, analyzes the collected images according to an analysis option by eye tracking analysis to derive an advertisement attention state of the signee, And provides the attention state information of the child element as the judgment information for judging whether or not to view the exposed advertisement.

The advertisement analyzing apparatus 20 includes an image collecting unit 21 for collecting the photographed image transmitted from the smart glass 10; An analysis option setting unit 22 for setting an analysis option for analyzing the photographed image; A gaze tracking analysis unit (23) for analyzing the photographed image collected by the image collection unit (21) according to the analysis option by a line - of - sight tracking analysis technique to derive the signaling advertisement attention state information; And an analysis information display unit (24) for displaying the signaling advertisement attention state information analyzed by the line of sight tracking analysis unit (23).

Here, the analysis option setting unit 22 sets the shape and size of the viewfinder for image analysis that coincides with the direction of the line of sight. The shape of the viewfinder is set to one of a rectangle and a circle. It is preferable to set the size in accordance with the wheel operation.

The line-of-sight tracking analyzing unit 23 matches the line-of-sight direction with the line-of-sight reference point set in the viewfinder to compare the line-of-sight direction and the positional relationship in the image, . In addition, the statistical information of the image analysis is extracted, and the display of the analyzed information is controlled by synchronizing the reproduced and analyzed data of the analyzed image after the analysis with the reproduced image.

FIG. 6 is a flowchart illustrating a digital signage advertisement viewing analysis method according to an embodiment of the present invention. FIG. 6 is a flowchart illustrating a method of analyzing a digital signage advertisement viewing according to an embodiment of the present invention. (b) setting (S20) a viewfinder option for analyzing the collected image; (c) analyzing the advertisement attention state of the signage by processing the collected image according to the set analysis option using a line tracking analysis method (S30); (d) displaying the attention state information of the signage analyzed in the step (c) as judgment information for judging whether or not to view the exposed advertisement (S40 to S50); And a step (S60) of synchronizing the reproduction of the image and the analysis information after the analysis is completed.

In the step (b), it is preferable that the center point of the image is set as the reference point of the line of sight analysis, and the shape and size of the area for tracking the signage is set as the viewfinder option.

In addition, the step (c) compares the sight line positional relationship between the gaze direction and the image using the gaze tracking point of the viewfinder, which is set as an option, It is desirable to analyze the advertisement attention state.

In the step (d), when the analysis information is displayed, the color of the border line of the signage area may be changed to a specific color, or the thickness of the border line may be changed over time, It is preferable to display one or more of the unique information of the signage that has been the target of the eye-gaze tracking, more preferably the step (d) displays the number of signatures, the time of attention, , And the elapsed time information is preferably displayed as statistical information.

The apparatus and method for viewing digital signage advertisements according to the present invention thus constructed will be described in detail with reference to FIGS. 1 to 6.

First, participants are asked to wear a smart glass (10) in order to collect images necessary for effect analysis through participant (potential ad viewer) participating in the advertisement effect analysis. The smart glass 10 has a camera capable of capturing an image and a video output device capable of transmitting the captured video. The participant wears a smart glass (10) and takes an image while walking around the advertising effect analysis area. Here, the photographed image includes the photographed image when the digital signage is viewed (S10).

The images collected through the plurality of smart classes 10 are transmitted to the advertisement effect analyzer 20 through the video output device. The video output method may use a wired communication method or a wireless communication method.

The image collection unit 21 of the advertisement effect analysis apparatus 20 receives an image through communication with the plurality of smart classes 10 and delivers the image to the eye tracking analysis unit 23 as a collected image.

The line-of-sight tracking analyzing unit 23 analyzes the collected images using a line-of-sight tracking technique, and analyzes the collected images based on analysis options set in advance or during the analysis.

Here, in order to set the analysis option, the user sets an option for the type and size of the viewfinder for image analysis that coincides with the viewing direction through the analysis option setting unit (S20). In other words, the viewfinder for image analysis is defined by changing the shape and size of the area that tracks the signage, with the center point of the image being the reference point of the eye line analysis.

For example, when a participant wears a smart glass 10 and focuses on a signage (digital signage) 30 as shown in FIG. 2A, the image photographed by the camera is displayed on the screen of FIG. 2B and FIG. A part of the signage may be photographed or the entire photographed image may be photographed. At this time, depending on the type of the digital signage, the area of the signage in the photographed image varies depending on whether the signage is long or long.

Therefore, the present invention defines a viewfinder for image analysis photographed as shown in FIG. The horizontal and vertical dotted lines of the viewfinder show the center line of each direction of the image, and thus the center point where the dotted line crosses means the center of the image. According to the present invention, the center point is set as a reference point of the eyeball analysis, which is noted by the participant, and the image is analyzed by superimposing the viewfinder on the photographed image as shown in FIGS. 3B and 3C. In addition, a zone for tracking signage (signage tracking area) is set in the viewfinder to handle the size change of the signage according to the shape and distance of the signage.

In addition, the shape of the digital signage tracking area may be a rectangle as shown in FIG. 4A or a circular shape as shown in FIG. 4B, or may be configured to be defined and specified in a specific form. It is also possible to set the size of the digital signage tracking area as shown in FIGS. 4C and 4D.

If the analysis option is set as described above, the line-of-sight tracking analyzing unit 23 tracks the line of sight in the direction of attention using the line-of-sight reference point and the signee area of the viewfinder set as in step S30, Analyze whether or not you are interested in particular signage. In other words, we compare the sightline position in the view direction and the sight direction using the sight line reference point and the tracking track area of the viewfinder. In the case where the gaze point of the viewfinder is located in the advertisement area in which the gaze reference point is exposed and the signage in the video is included in the signage tracking area of the viewfinder (Figs. 5A and 5B), it is determined that the gaze of the participant is viewed. On the other hand, as shown in FIGS. 5C and 5D, when the gaze point and the signage area deviate much from each other, it is difficult to judge that the advertisement is viewed. The present invention compares the sight line position with the sight line position in the image using the sight line reference point and the sight line area of the viewfinder to confirm whether or not the sight line is focused.

At this time, since there are cases where the signage is overlooked, there is a limitation in judging whether or not to draw attention only by comparing the positional relationship. According to the advertisement theory, it is judged that the attention time is 0.3 seconds or more for the exposed advertisement, and if it is less than that, it is regarded as a simple exposure and the judgment about the advertisement viewing is reserved. Therefore, in the present invention, not only the direction of sight line and the positional relationship in the signage but also the time at which the positional relationship is maintained are measured, and the measured time is compared to determine whether or not attention is paid. That is, we compare the positional relationship between the gaze direction and the visual direction using the visual reference point of the viewfinder and the signage tracking area, and measure the time at which the positional relationship is maintained. It is judged that the advertisement attracted attention when it is long. Here, the comparison time can be set to any time required for the analysis. The time of attention time measurement can be calculated by using a technique such as image processing and based on the frame time information of the image. On the other hand, time measurement using a mouse is also possible. That is, when the positional relationship described above is started, the measurement timer is automatically operated by clicking the mouse button, and when the positional relationship is canceled, the measurement timer is stopped by clicking the mouse again to calculate the time, can do. In addition, when the positional relationship is started, the button is touched to automatically operate the measurement timer. While the positional relationship is maintained, the touch button is continuously held. When the positional relationship is canceled, the touch button is released to stop the measurement timer It is also possible to calculate the time by the method.

On the other hand, the size of the signage area of the viewfinder can be adjusted while analyzing the positional relationship. In other words, you can adjust the size by moving the mouse wheel up or down to adjust the size, and you can adjust the size by moving the mouse wheel while holding down the mouse button for time measurement. In addition, if the computer environment to be analyzed is executed on a tablet PC or a smart pad having a touch pad, the viewfinder can be configured in a touch manner rather than a mouse. The analyzed data is stored in the DB.

Next, after completing the eye tracking analysis on the images collected through the eye tracking analysis process as described above, the analysis information is displayed through the analysis information display unit 24 (S40). It is preferable that the data of the analysis object information is displayed on the screen so that the analyst can intuitively understand it. For example, when the positional relationship is formed and the mouse button is pressed to start the time measurement, the color of the boundary line of the signage area may be changed to a specific color, or the thickness of the boundary line gradually increases over time, , Or it is possible to display the analysis information through the information such as displaying the unique information (information registered in the DB) such as the ID of the signee that is the target of the line-of-sight tracking. In addition, it is also possible to provide a function of inputting information that can be tagged with respect to a signee who is a subject of eye tracking.

In addition, it is also possible to accumulate the analysis information after the line-of-sight analysis process and the analysis termination of the analysis result information (S50). Here, the statistical information is statistically processed by statistical information on the number of signatures, the time of attention, the attention rate, the elapsed time (on the image frame), etc., and the displayed statistical information is stored in the DB.

Meanwhile, as another feature of the present invention, the line-of-sight trace analyzing unit 23 reads the analysis data of the corresponding image from the DB while selecting and collecting the already-analyzed image after the line-of-sight trace analysis is completed, (S60). This is to allow the data to be reviewed or utilized for another analysis as a result of the advertisement effect analysis by eye tracking.

Although the present invention has been described in detail with reference to the above embodiments, it is needless to say that the present invention is not limited to the above-described embodiments, and various modifications may be made without departing from the spirit of the present invention.

The present invention is applied to a technique for reliably analyzing whether or not an advertisement viewer is interested in an advertisement exposed to digital signage.

10: Smart Class
20: Advertising effect analysis device
21:
22: Analysis Option Setting Unit
23: Eye Tracking Analysis Unit
24: Analysis information display section

Claims (12)

An apparatus for analyzing advertisement viewing effects of a digital signage through an eye tracking of an advertisement viewer,
A smart class for capturing an image corresponding to a line of sight of an advertisement viewer through a built-in camera and transmitting the captured image; And
Collecting the photographed images transmitted from the smart class, analyzing the collected images by the eye tracking technique according to the analysis option to derive the advertising attention state of the signatures, and extracting the attention state information of the derived signatures And an advertisement effect analyzing device for providing the advertisement information to the advertisement information analyzing device.
The advertising effect analyzing apparatus of claim 1, further comprising: an image collecting unit for collecting the photographed image transmitted from the smart glass; An analysis option setting unit for setting an analysis option for analyzing the photographed image; A gaze tracking analyzer for analyzing the photographed image collected by the image collecting unit according to the analysis option using a gaze tracking analysis technique to derive signage advertisement attention state information; And an analysis information display unit for displaying the sign advertising advertisement state information analyzed by the line of sight tracking analysis unit.
The apparatus for viewing and analyzing digital signage advertisements according to claim 1, wherein the analysis option setting unit sets the type and size of the viewfinder for image analysis that coincides with the direction of the line of sight.
The method of claim 3, wherein the shape of the viewfinder is set to one of a rectangle and a circle, and the size of the viewfinder is set according to a wheel operation of a mouse. Viewing analysis device.
The gaze tracking analyzing unit compares the gaze direction position with the gaze direction position in the image by matching the gaze reference point set in the viewfinder with the gaze point and determines whether or not the gaze point is in the image, And displaying the analyzed information by controlling the display of the analyzed information by synchronizing the analyzed data with the reproduced image when the analyzed image is reproduced after the analysis is completed. Device.
A method for analyzing a digital signage advertisement viewing effect through an eye tracking of an advertisement viewer,
(a) collecting a photographed image corresponding to a line of sight of an advertisement viewer through a built-in camera;
(b) setting a viewfinder option for analyzing the collected image;
(c) analyzing the advertising attention state of the signing by processing the collected image according to the set analysis option using a line tracking analysis method; And
(d) displaying the attention state information of the signage analyzed in the step (c) as judgment information for judging whether or not to view the exposed advertisement. The digital signage advertisement viewing Analysis method.
The method according to claim 6, wherein the step (b) sets the shape and size of the area for tracking the signage as the reference point of the line-of-sight analysis as the center point of the image as the viewfinder option, How to view your ads.
[6] The method of claim 6, wherein the step (c) includes comparing the sight line position with the sight line direction using an optional gaze point and viewpoint tracking area of the viewfinder, A method for analyzing the viewing of digital signage advertisements by tracking the line of sight of an advertiser, characterized by analyzing the advertisement attention state as a process of judging whether the advertisement is watched.
The method according to claim 6, wherein the time information in which the positional relationship is maintained is calculated on the basis of frame time information of the image during image processing.
The method according to claim 6, wherein, in displaying the analysis information, the step (d) includes displaying the color of the boundary line of the signage area by changing the color of the boundary line to a specific color, changing the thickness of the boundary line over time, Or displaying the unique information of the signage that is the target of the line-of-sight tracking. The method of analyzing a digital signage advertisement viewing by an advertisement viewer's line-of-sight tracking.
The method as claimed in claim 10, wherein the step (d) displays the number of signage, the time of attention, the rate of interest, and the elapsed time information, Analysis method.
The method of claim 6, wherein the step (d) displays the analysis information by synchronizing the analyzed data with the reproduced image during the reproduction of the analyzed image after the analysis is completed.



KR1020150151054A 2015-10-29 2015-10-29 Digital signage advertising due to the eye-tracking ad viewing audience analysis apparatus and method KR101790656B1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
KR1020150151054A KR101790656B1 (en) 2015-10-29 2015-10-29 Digital signage advertising due to the eye-tracking ad viewing audience analysis apparatus and method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020150151054A KR101790656B1 (en) 2015-10-29 2015-10-29 Digital signage advertising due to the eye-tracking ad viewing audience analysis apparatus and method

Publications (2)

Publication Number Publication Date
KR20170050034A true KR20170050034A (en) 2017-05-11
KR101790656B1 KR101790656B1 (en) 2017-10-27

Family

ID=58741063

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020150151054A KR101790656B1 (en) 2015-10-29 2015-10-29 Digital signage advertising due to the eye-tracking ad viewing audience analysis apparatus and method

Country Status (1)

Country Link
KR (1) KR101790656B1 (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111461758A (en) * 2020-01-17 2020-07-28 北京鸿途信达科技股份有限公司 Advertisement delivery effect estimation method and device and computer storage medium
CN112015265A (en) * 2019-05-28 2020-12-01 见臻科技股份有限公司 Eye movement tracking device
KR20220038221A (en) * 2020-09-18 2022-03-28 (주)제노임펙트 Method for providing marketing data based on public display

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20210111953A (en) 2020-03-03 2021-09-14 주식회사 코아소프트 Customer reaction apparatus using digital signage
KR20220033275A (en) 2020-09-09 2022-03-16 주식회사 곰앤컴퍼니 Advertisements analysis apparatus based on advertisements profiling
KR102581583B1 (en) 2021-05-03 2023-09-25 주식회사 모드랩 Digital signage apparatus

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012022538A (en) 2010-07-15 2012-02-02 Hitachi Ltd Attention position estimating method, image display method, attention content display method, attention position estimating device and image display device
DE102014109079A1 (en) * 2013-06-28 2014-12-31 Harman International Industries, Inc. DEVICE AND METHOD FOR DETECTING THE INTEREST OF A DRIVER ON A ADVERTISING ADVERTISEMENT BY PURSUING THE OPERATOR'S VIEWS
JP2015015031A (en) 2014-08-12 2015-01-22 株式会社日立ソリューションズ Advertising effect measurement server, advertising effect measurement system, and program

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112015265A (en) * 2019-05-28 2020-12-01 见臻科技股份有限公司 Eye movement tracking device
CN112015265B (en) * 2019-05-28 2024-02-23 见臻科技股份有限公司 Eye movement tracking device
CN111461758A (en) * 2020-01-17 2020-07-28 北京鸿途信达科技股份有限公司 Advertisement delivery effect estimation method and device and computer storage medium
CN111461758B (en) * 2020-01-17 2023-11-10 北京鸿途信达科技股份有限公司 Advertisement putting effect prediction method and device and computer storage medium
KR20220038221A (en) * 2020-09-18 2022-03-28 (주)제노임펙트 Method for providing marketing data based on public display

Also Published As

Publication number Publication date
KR101790656B1 (en) 2017-10-27

Similar Documents

Publication Publication Date Title
KR101790656B1 (en) Digital signage advertising due to the eye-tracking ad viewing audience analysis apparatus and method
US10089533B2 (en) Identifying visual objects depicted in video data using video fingerprinting
US20160191995A1 (en) Image analysis for attendance query evaluation
JP6424357B2 (en) Visual target efficiency measurement device
JP4865811B2 (en) Viewing tendency management apparatus, system and program
US8667519B2 (en) Automatic passive and anonymous feedback system
JP4603975B2 (en) Content attention evaluation apparatus and evaluation method
US20080059994A1 (en) Method for Measuring and Selecting Advertisements Based Preferences
JP7440020B2 (en) Information processing method, terminal device, information processing device, and information processing system
WO2009096428A1 (en) Display system, system for measuring display effect, display method, method for measuring display effect, and recording medium
US20070282682A1 (en) Method for metered advertising based on face time
US20110208593A1 (en) Electronic advertisement apparatus, electronic advertisement method and recording medium
WO2013086357A2 (en) Affect based evaluation of advertisement effectiveness
JP6651536B2 (en) Viewer's emotion determination device and program for determining viewer's emotion
US20140058828A1 (en) Optimizing media based on mental state analysis
CN111639702A (en) Multimedia data analysis method, equipment, server and readable storage medium
CN104574135A (en) advertisement benefit management system and method
US20130018735A1 (en) System and Method for interaction specific advertising media distribution
US20130052621A1 (en) Mental state analysis of voters
KR20140095254A (en) System and method for analyzing advertisements effect of digital signage
JP5426441B2 (en) Advertisement image display device and advertisement image display method
CN111028014A (en) Method and device for evaluating resource delivery effect
Riegler et al. Crowdsourcing as self-fulfilling prophecy: Influence of discarding workers in subjective assessment tasks
US12034981B2 (en) System and method for analyzing videos in real-time
EP3304426A1 (en) Display systems using facial recognition for viewership monitoring purposes

Legal Events

Date Code Title Description
A201 Request for examination
E902 Notification of reason for refusal
AMND Amendment
E601 Decision to refuse application
AMND Amendment
X701 Decision to grant (after re-examination)
GRNT Written decision to grant