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CN103870793B - The monitoring method and device of paper media's advertisement - Google Patents

The monitoring method and device of paper media's advertisement Download PDF

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Publication number
CN103870793B
CN103870793B CN201210530094.4A CN201210530094A CN103870793B CN 103870793 B CN103870793 B CN 103870793B CN 201210530094 A CN201210530094 A CN 201210530094A CN 103870793 B CN103870793 B CN 103870793B
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picture
advertisement
paper media
image
information
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CN103870793A (en
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吴显丽
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Peking University Founder Group Co Ltd
Beijing Founder Electronics Co Ltd
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Peking University Founder Group Co Ltd
Beijing Founder Electronics Co Ltd
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Abstract

本发明提供了一种纸媒广告的监测方法,包括:扫描纸媒的各个版面以得到各个图片;从各个图片中识别出符合预定规则的图像;提供界面以从图像中人工筛选广告以广告的图像的像素面积以及在图片中的位置,确定广告的信息。本发明还提供了一种纸媒广告的监测装置,包括:扫描模块,用于扫描纸媒的各个版面以得到各个图片;识别模块,用于从各个图片中识别出符合预定规则的图像;界面模块,用于接受从图像中人工筛选广告;确定模块,用于以广告的图像的像素面积以及在图片中的位置,确定广告的信息。本发明提高了纸媒广告的监测效率。

The invention provides a monitoring method for paper media advertisements, comprising: scanning each layout of paper media to obtain each picture; identifying images conforming to predetermined rules from each picture; The pixel area and position in the picture determine the information of the advertisement. The present invention also provides a monitoring device for paper media advertisements, including: a scanning module, used to scan each layout of the paper media to obtain each picture; a recognition module, used to identify images conforming to predetermined rules from each picture; an interface module, It is used to accept manual screening of advertisements from images; the determination module is used to determine the information of advertisements based on the pixel area of the advertisement image and its position in the picture. The invention improves the monitoring efficiency of paper media advertisements.

Description

纸媒广告的监测方法和装置Monitoring method and device for paper media advertisement

技术领域technical field

本发明涉及出版领域,具体而言,涉及纸媒广告的监测方法和装置。The invention relates to the publishing field, in particular to a monitoring method and device for paper media advertisements.

背景技术Background technique

本区域内的几家竞争报纸之间经常会相互监测广告。比如监测对方报纸的广告占版率有多少,对方报纸各个行业的广告分别有几个版,对方报纸的大客户是哪些,本报的客户是否有跑到对方报纸投放广告的。通过进行诸如上述信息的分析,来判断自己在竞争中的位置,有哪些优势,有哪些弱势,需要从哪些方面来加强,以提高广告投放率,提高收入,提高竞争能力。Advertisements are often monitored among several competing newspapers in the region. For example, monitor the proportion of advertisements in the opponent’s newspaper, the number of pages of advertisements in each industry of the opponent’s newspaper, who are the major customers of the opponent’s newspaper, and whether our customers have gone to the opponent’s newspaper to place advertisements. Through the analysis of the above-mentioned information, you can judge your position in the competition, what advantages and disadvantages you have, and what aspects you need to strengthen in order to increase the rate of advertising, increase income, and improve competitiveness.

目前已有的广告监测过程都是纯手工的。广告监测组内会有很多广告信息录入人员,比如要监测A报纸,那么这些录入人员就手里拿着A报纸实物,然后挨个版面翻,比如在A01版有一个半版的广告,那么录入人员就先量出这个广告的面积大小,然后将其折算成版面个数,然后填写价格、客户名称、版面名称、行业等关键信息,录入广告监测系统,此过程反复进行,直到将所有报纸上的广告信息全部录入完毕。Currently, the existing advertising monitoring process is purely manual. There will be a lot of advertising information entry personnel in the advertising monitoring team. For example, to monitor newspaper A, these entry personnel will hold the real newspaper A in their hands, and then flip through the pages one by one. For example, there is a half-page advertisement in the A01 page. First measure the size of the advertisement, then convert it into the number of pages, and then fill in key information such as price, customer name, page name, industry, etc., and enter it into the advertising monitoring system. All advertising information has been entered.

此种方法的不足在于效率较低。The disadvantage of this method is its low efficiency.

发明内容Contents of the invention

本发明旨在提供纸媒广告的监测方法和装置,以解决上述的问题。The present invention aims to provide a monitoring method and device for paper media advertisements, so as to solve the above-mentioned problems.

在本发明的实施例中,提供了一种纸媒广告的监测方法,包括:扫描纸媒的各个版面以得到各个图片;从各个图片中识别出符合预定规则的图像;提供界面以从图像中人工筛选广告以广告的图像的像素面积以及在图片中的位置,确定广告的信息。In an embodiment of the present invention, a method for monitoring paper media advertisements is provided, including: scanning each page of the paper media to obtain each picture; identifying images that meet predetermined rules from each picture; providing an interface to manually select from the images The advertisement information is determined by the pixel area of the advertisement image and the position in the image.

在本发明的实施例中,提供了一种纸媒广告的监测装置,包括:扫描模块,用于扫描纸媒的各个版面以得到各个图片;识别模块,用于从各个图片中识别出符合预定规则的图像;界面模块,用于接受从图像中人工筛选广告;确定模块,用于以广告的图像的像素面积以及在图片中的位置,确定广告的信息。In an embodiment of the present invention, a monitoring device for paper media advertisements is provided, including: a scanning module, used to scan each layout of paper media to obtain each picture; The image; the interface module is used to accept the manual screening of the advertisement from the image; the determination module is used to determine the information of the advertisement according to the pixel area of the advertisement image and the position in the picture.

本发明上述实施例的纸媒广告的监测方法和装置因为实现了纸媒广告的自动监测,所以克服了人工监测效率较低的问题,提高了纸媒广告的监测效率。The method and device for monitoring paper media advertisements in the above embodiments of the present invention overcome the problem of low manual monitoring efficiency and improve the monitoring efficiency of paper media advertisements because they realize automatic monitoring of paper media advertisements.

附图说明Description of drawings

此处所说明的附图用来提供对本发明的进一步理解,构成本申请的一部分,本发明的示意性实施例及其说明用于解释本发明,并不构成对本发明的不当限定。在附图中:The accompanying drawings described here are used to provide a further understanding of the present invention and constitute a part of the application. The schematic embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute improper limitations to the present invention. In the attached picture:

图1示出了根据本发明实施例的纸媒广告的监测方法的流程图;Fig. 1 shows the flow chart of the monitoring method of paper media advertisement according to an embodiment of the present invention;

图2示出了根据本发明优选实施例的纸媒广告的监测方法的流程图;Fig. 2 shows the flow chart of the monitoring method of paper media advertisement according to a preferred embodiment of the present invention;

图3示出了根据本发明实施例的识别结果的屏幕截图;Fig. 3 shows a screenshot of the recognition result according to an embodiment of the present invention;

图4示出了根据本发明实施例的纸媒广告的监测装置的示意图。Fig. 4 shows a schematic diagram of a monitoring device for paper media advertisements according to an embodiment of the present invention.

具体实施方式detailed description

下面将参考附图并结合实施例,来详细说明本发明。The present invention will be described in detail below with reference to the accompanying drawings and in combination with embodiments.

图1示出了根据本发明实施例的纸媒广告的监测方法的流程图,包括:Fig. 1 shows the flow chart of the monitoring method of paper media advertisement according to an embodiment of the present invention, comprising:

步骤S10,扫描纸媒的各个版面以得到各个图片;Step S10, scanning each layout of the paper media to obtain each picture;

步骤S20,从各个图片中识别出符合预定规则的图像;Step S20, identifying images conforming to predetermined rules from each picture;

步骤S30,提供界面以从图像中人工筛选广告;Step S30, providing an interface to manually filter advertisements from images;

步骤S40,以广告的图像的像素面积以及在图片中的位置,确定广告的信息。Step S40, determine the information of the advertisement according to the pixel area of the image of the advertisement and the position in the picture.

本方法的上述流程可以很容易地通过计算机编程来实现,不再需要通过人工方式来监测纸媒广告,从而克服了人工监测效率较低的问题,提高了纸媒广告的监测效率。The above process of the method can be easily realized by computer programming, and it is no longer necessary to manually monitor paper media advertisements, thereby overcoming the problem of low manual monitoring efficiency and improving the monitoring efficiency of paper media advertisements.

优选地,预定规则为:将各个图片二值化;将二值化后的图片进行设定幅度的膨胀运算,其中,幅度足以使得图片中的文字连在一起形成行,而使图片中的图像不会形成行;将图片中未形成行,面积大于设定值,且为矩形的区域确定为图像。即,将所扫描的彩色版面图片二值化成为黑白图片,然后将二值化后的图片进行适度地膨胀运算,使得报纸图片中的文字连在一起形成明显的一行一行特征,而图像区域经过二值化和膨胀运算后,不会形成明显的行特征,通过此方法来识别图片中的图像区域,将其中的图像区域是矩形的,且面积大于一定阈值的认为是图像(即可能的广告),标示出来。该识别规则是一个数学计算的过程,所以很容易写成计算机程序。Preferably, the predetermined rule is: binarize each picture; perform an expansion operation with a set magnitude on the binarized picture, wherein the magnitude is enough to make the text in the picture connect together to form a row, and make the image in the picture No line will be formed; the area in the picture that does not form a line, whose area is larger than the set value, and is rectangular is determined as an image. That is, binarize the scanned color layout picture into a black and white picture, and then perform a moderate expansion operation on the binarized picture, so that the text in the newspaper picture is connected together to form an obvious line by line feature, and the image area is passed through After binarization and expansion operations, no obvious line features will be formed. This method is used to identify the image area in the picture, and the image area is rectangular and the area is greater than a certain threshold. It is considered an image (that is, a possible advertisement ), marked out. The recognition rule is a process of mathematical calculation, so it is easy to write into a computer program.

优选地,确定广告的信息包括确定以下至少一项:广告的宽、高、面积、折合多少版面数、所在版面名称、刊期、纸媒的名称。这些信息是经常需要的广告监测信息。Preferably, determining the information of the advertisement includes determining at least one of the following: width, height, area of the advertisement, how many pages are folded, the name of the page, the period, and the name of the paper media. This information is frequently required advertisement monitoring information.

优选地,本方法还包括:从各个图片中识别其对应的版面名称,以及从第一版对应的图片中识别刊期和纸媒的名称。这些信息也是经常需要的广告监测信息。广告识别的过程中,可以根据各个报刊的版面名称、刊期的位置信息进行重点识别,版面上的图片可以都认为是广告图片,也可以设定识别特点,将广告图片从其他图片中识别出来。Preferably, the method further includes: identifying the corresponding page name from each picture, and identifying the name of the periodical and paper media from the picture corresponding to the first edition. This information is also frequently required advertisement monitoring information. In the process of advertisement identification, key identification can be carried out according to the page name and issue location information of each newspaper. All the pictures on the page can be regarded as advertisement pictures, and the identification characteristics can also be set to identify advertisement pictures from other pictures. .

图2示出了根据本发明优选实施例的纸媒广告的监测方法的流程图,本方法还包括:提供录入界面,允许用户对广告的信息补充录入。优选地,允许补充录入的内容包括以下至少一项:广告客户、广告稿名、行业。通过提供录入界面,允许人工补充或者修改广告信息,以克服计算机自动监测中的不足和失误。Fig. 2 shows a flow chart of a method for monitoring paper media advertisements according to a preferred embodiment of the present invention, and the method further includes: providing an entry interface to allow users to supplementary entry of advertisement information. Preferably, the content allowed to be supplemented includes at least one of the following: advertiser, advertisement title, industry. By providing an input interface, it is allowed to manually supplement or modify advertising information, so as to overcome the shortcomings and mistakes in computer automatic monitoring.

图3示出了根据本发明实施例的识别结果的屏幕截图。图中的方框内的区域是最终的识别图像结果。如果仅仅利用识别规则,可能会把右边图片中的左边中间位置的两个老人的图像识别为广告,通过提供界面允许人工筛选广告,可以将该图像排除。在人工筛选过程中,识别出的广告区域外框可以手工进行修正,支持不规则矩形区域。Fig. 3 shows a screen shot of recognition results according to an embodiment of the present invention. The area inside the box in the figure is the final recognition image result. If only the recognition rules are used, the image of the two elderly people in the left middle of the picture on the right may be recognized as an advertisement, and the image can be excluded by providing an interface to allow manual screening of advertisements. In the process of manual screening, the outer frame of the identified advertising area can be manually corrected to support irregular rectangular areas.

图4示出了根据本发明实施例的纸媒广告的监测装置的示意图,包括:Figure 4 shows a schematic diagram of a monitoring device for paper media advertisements according to an embodiment of the present invention, including:

扫描模块10,用于扫描纸媒的各个版面以得到各个图片;Scanning module 10, for scanning each layout of paper media to obtain each picture;

识别模块20,用于从各个图片中识别出符合预定规则的图像;An identification module 20, configured to identify images conforming to predetermined rules from each picture;

界面模块30,用于接受从图像中人工筛选广告;The interface module 30 is used for accepting manual screening of advertisements from images;

确定模块40,用于以广告的图像的像素面积以及在图片中的位置,确定广告的信息。The determining module 40 is configured to determine the information of the advertisement based on the pixel area of the image of the advertisement and the position in the picture.

本装置提高了纸媒广告的监测效率。The device improves the monitoring efficiency of paper media advertisements.

优选地,确定广告的信息包括确定以下至少一项:广告的宽、高、面积、折合多少版面数、所在版面名称、刊期、纸媒的名称。Preferably, determining the information of the advertisement includes determining at least one of the following: width, height, area of the advertisement, how many pages are folded, the name of the page, the issue period, and the name of the paper media.

优选地,还包括:名称模块,用于从各个图片中识别其对应的版面名称,以及从第一版对应的图片中识别刊期和纸媒的名称。Preferably, it also includes: a name module, which is used to identify the corresponding page name from each picture, and identify the name of the periodical and paper media from the picture corresponding to the first edition.

优选地,还包括:录入模块,用于提供录入界面,允许用户对广告的信息补充录入。Preferably, it also includes: an entry module, configured to provide an entry interface, allowing users to supplementary entry of advertisement information.

本发明上述实施例的纸媒广告的监测方法和装置较全人工的方式,具有如下特点:The method and device for monitoring paper advertisements in the foregoing embodiments of the present invention are more artificial and have the following characteristics:

1、效率高。通过扫描和识别的过程来标识广告,将原来需要人工测量和计算的过程自动化,提高了一部分效率。1. High efficiency. Through the process of scanning and recognition to identify advertisements, the process that originally required manual measurement and calculation is automated, which improves part of the efficiency.

2、更直观。通过扫描进来的图片上直接补充广告其他信息,能够将所看到的信息直接对应录入系统,而不用在纸质报纸跟电脑录入系统之间来回切换。2. More intuitive. By directly supplementing other advertising information on the scanned pictures, the information seen can be directly entered into the system without switching back and forth between paper newspapers and computer input systems.

3、监测结果更丰富。除了能够最终根据识别以及录入的信息得到需要的分析报表之外,还可以得到竞争对手报纸的电子版,同时可以对广告录入人员的工作过程和结果进行检查和评价。3. The monitoring results are more abundant. In addition to finally obtaining the required analysis report based on the identified and entered information, the electronic version of the competitor’s newspaper can also be obtained, and at the same time, the work process and results of the advertisement entry personnel can be checked and evaluated.

显然,本领域的技术人员应该明白,上述的本发明的各模块或各步骤可以用通用的计算装置来实现,它们可以集中在单个的计算装置上,或者分布在多个计算装置所组成的网络上,可选地,它们可以用计算装置可执行的程序代码来实现,从而,可以将它们存储在存储装置中由计算装置来执行,或者将它们分别制作成各个集成电路模块,或者将它们中的多个模块或步骤制作成单个集成电路模块来实现。这样,本发明不限制于任何特定的硬件和软件结合。Obviously, those skilled in the art should understand that each module or each step of the above-mentioned present invention can be realized by a general-purpose computing device, and they can be concentrated on a single computing device, or distributed in a network formed by multiple computing devices Optionally, they can be implemented with program codes executable by computing devices, thus, they can be stored in storage devices and executed by computing devices, or they can be made into individual integrated circuit modules, or they can be integrated into Multiple modules or steps are fabricated into a single integrated circuit module to realize. As such, the present invention is not limited to any specific combination of hardware and software.

以上所述仅为本发明的优选实施例而已,并不用于限制本发明,对于本领域的技术人员来说,本发明可以有各种更改和变化。凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention. For those skilled in the art, the present invention may have various modifications and changes. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of the present invention shall be included within the protection scope of the present invention.

Claims (7)

  1. A kind of 1. monitoring method of paper media's advertisement, it is characterised in that including:
    Each space of a whole page of paper media is scanned to obtain each picture;
    By each picture binaryzation;
    The picture after binaryzation is carried out to the dilation operation of setting amplitude, wherein, the amplitude is sufficient so that the picture In word connect together to form row, and the image in the picture is not formed row;
    Row will not be formed in the picture, area is more than setting value, and is defined as described image for the region of rectangle;
    Interface is provided with the artificial screening advertisement from described image;
    With the elemental area of the image of the advertisement and the position in the picture, the information of the advertisement is determined, wherein, The information of the advertisement includes at least one of following:The width of the advertisement, height, area, equivalent how many space of a whole page numbers, place space of a whole page name Claim, print phase, the title of the paper media.
  2. 2. according to the method for claim 1, it is characterised in that also include:
    Its corresponding space of a whole page title is identified from each picture, and the periodical phase is identified from picture corresponding to the first edition With the title of the paper media.
  3. 3. according to the method for claim 1, it is characterised in that also include:
    There is provided input interface, it is allowed to information supplement typing of the user to the advertisement.
  4. 4. according to the method for claim 3, it is characterised in that allow the content for supplementing typing to include at least one of following: Advertiser, advertising copy name, industry.
  5. A kind of 5. monitoring device of paper media's advertisement, it is characterised in that including:
    Scan module, for scanning each space of a whole page of paper media to obtain each picture;
    Identification module, the image of pre-defined rule is met for being identified from each picture, wherein, the pre-defined rule For:By each picture binaryzation;Picture after binaryzation is carried out to the dilation operation of setting amplitude, wherein, the amplitude is enough So that the word in the picture connects together to form row, and the image in the picture is set not form row, and by the figure Row is not formed in piece, area is more than setting value, and is defined as image for the region of rectangle;
    Interface module, for receiving the artificial screening advertisement from described image;
    Determining module, for the elemental area of the image of the advertisement and the position in the picture, determining described wide The information of announcement, wherein, the information of the advertisement is including at least one of following:The width of the advertisement, height, area, equivalent how many version Face number, place space of a whole page title, periodical phase, the title of the paper media.
  6. 6. device according to claim 5, it is characterised in that also include:
    Name module, for identifying its corresponding space of a whole page title from each picture, and from picture corresponding to the first edition The middle title for identifying the periodical phase and the paper media.
  7. 7. device according to claim 5, it is characterised in that also include:
    Recording module, for providing input interface, it is allowed to information supplement typing of the user to the advertisement.
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Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1604074A (en) * 2004-11-22 2005-04-06 北京北大方正技术研究院有限公司 A Method for Determining the Reading Order of Text on the Layout of Mutually Exclusive Columns and Strings of Graphics and Text
CN102356405A (en) * 2009-03-20 2012-02-15 谷歌公司 Associating rendered advertisements with digital content
CN102385728A (en) * 2010-08-26 2012-03-21 微软公司 Advertising targeting based on image-derived metrics
CN102541833A (en) * 2010-12-08 2012-07-04 北大方正集团有限公司 Method and device for determining information page

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1224926C (en) * 2002-12-04 2005-10-26 中国科学院计算技术研究所 Method for localizing title letters in sports video of compressed domain
JP4711441B2 (en) * 2007-07-18 2011-06-29 京セラミタ株式会社 Image forming apparatus
CN102567300B (en) * 2011-12-29 2013-11-27 方正国际软件有限公司 Picture document processing method and device

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1604074A (en) * 2004-11-22 2005-04-06 北京北大方正技术研究院有限公司 A Method for Determining the Reading Order of Text on the Layout of Mutually Exclusive Columns and Strings of Graphics and Text
CN102356405A (en) * 2009-03-20 2012-02-15 谷歌公司 Associating rendered advertisements with digital content
CN102385728A (en) * 2010-08-26 2012-03-21 微软公司 Advertising targeting based on image-derived metrics
CN102541833A (en) * 2010-12-08 2012-07-04 北大方正集团有限公司 Method and device for determining information page

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