CN110569743A - advertisement information recording method, storage medium and management system - Google Patents
advertisement information recording method, storage medium and management system Download PDFInfo
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- CN110569743A CN110569743A CN201910764277.4A CN201910764277A CN110569743A CN 110569743 A CN110569743 A CN 110569743A CN 201910764277 A CN201910764277 A CN 201910764277A CN 110569743 A CN110569743 A CN 110569743A
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Abstract
The invention discloses an advertisement information recording method, a storage medium and a management system, wherein the advertisement information recording method comprises the steps of collecting image information, preprocessing the image information to obtain the position of an advertisement and intercepting the advertisement image information, carrying out image-character conversion on the advertisement image information to form text information, and storing the text information; the design management system acquires image information through each camera collector, the main control module processes the acquired image information to obtain text information of advertisements, and the text information is uniformly stored without manual intervention, so that labor force is saved, and the running is efficient.
Description
Technical Field
the invention relates to the field of city management, in particular to an advertisement information identification recording method, a storage medium and a management system.
Background
with the development of technology, image recognition technology is increasingly sophisticated, such as conventional face recognition, conversion of picture documents into text documents, and the like, but people do not integrate the technology into various aspects of city management, such as:
In modern city management, small advertisements (commonly called psoriasis) adhered to streets and alleys become a big stain in cities, and are also difficult problems for city managers and sanitation workers, and information spread in the small advertisements can further endanger the safety of citizens at a deeper layer;
Nowadays, a plurality of cities for the small advertisements are only tired in cleaning, and nowadays, partial cities can manually record the positions of frequently pasting the small advertisements, and key processing is carried out, but the text content propagated in the advertisements is not emphasized, so that the small advertisements are mainly monitored, a set of efficient and fine management method is not provided, manual statistics management is completely relied on, a large amount of labor cost needs to be consumed, and meanwhile, the effect is not obvious.
Disclosure of Invention
The present invention is directed to solve at least one of the problems of the prior art, and provides an advertisement information recording method, a storage medium, and a management system based on image processing, which are capable of efficiently counting and saving labor cost.
The technical scheme adopted by the invention is as follows:
an advertisement information recording method comprising:
Collecting image information;
Preprocessing the image information to obtain the position of the advertisement and intercepting the advertisement image information;
Converting the advertisement image information into image characters to form text information;
and storing the text information.
the image information preprocessing comprises a training set target detection step and an edge target extraction step;
Processing the image information by utilizing a training set target detection step to obtain a preliminary position of the advertisement, and forming a first set by using the result;
Processing the image information by utilizing an edge target extraction step to obtain a preliminary position of the advertisement, and forming a second set by using the result;
and judging the areas with higher repetition degree in the first set and the second set, mutually correcting to obtain the corrected positions of the advertisements, and intercepting the advertisement image information based on the corrected positions of the advertisements.
And converting the advertisement image information based on an OCR image character conversion model to form text information.
And distinguishing Chinese and/or English and/or numbers from the text information, performing semantic analysis, and recording semantic analysis results.
And obtaining the telephone number information in the text information through semantic analysis and processing, and counting the telephone number information and the probability of the occurrence of the telephone number information.
And acquiring positioning information when the image information is shot, and matching and storing the positioning information and the image information.
The times of the occurrence of the advertisement image information in the corresponding positioning information are calculated and matched with each other for storage.
A storage medium stores the above-mentioned advertisement information recording method.
A management system comprises a plurality of camera collectors, a storage module and a main control module which is respectively connected with the plurality of camera collectors and the storage module, wherein the main control module processes image information collected by the camera collectors according to the advertisement information recording method and stores data in the storage module.
The positioning module is connected with the camera collector to provide positioning information for collecting image information.
One of the above technical solutions has at least one of the following advantages or beneficial effects:
The advertisement information recording method of the invention collects the image information, partial images can shoot various small advertisements pasted in the urban environment, preprocessing the image information, analyzing the positions of the advertisements, correspondingly capturing the advertisement image information from the positions of the advertisements, the image-to-word processing is carried out on the advertisement image information, thereby obtaining the text information recorded by the advertisement, so that the text information can be recorded and used, for example, the content expressed by the text information, the telephone and the like can be known, the staff can track the propaganda staff from the propaganda content, therefore, the phenomenon of pasting the small advertisements and the false information possibly spread in the small advertisements are mainly attacked, the advertisement information can be efficiently counted, finely managed and effectively utilized, and meanwhile, the labor required for acquiring and managing the advertisement information is reduced.
the design also discloses a management system, image information is acquired through each camera collector, the acquired image information is processed by the main control module to obtain text information of advertisements, and the text information is uniformly stored without manual intervention, so that labor force is saved, and the operation is efficient.
Drawings
The following further describes embodiments of the present invention with reference to the drawings.
fig. 1 is a process flow diagram of an advertisement information recording method of the present invention.
fig. 2 is a schematic diagram of the structure of the management system of the present invention.
Detailed Description
Reference will now be made in detail to the present preferred embodiments of the present invention, examples of which are illustrated in the accompanying drawings, wherein like reference numerals refer to like elements throughout.
in the description of the present invention, it should be understood that the orientation or positional relationship referred to in the description of the orientation, such as the upper, lower, front, rear, left, right, etc., is based on the orientation or positional relationship shown in the drawings, and is only for convenience of description and simplification of description, and does not indicate or imply that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and thus, should not be construed as limiting the present invention.
In the description of the present invention, the meaning of a plurality of means is one or more, the meaning of a plurality of means is two or more, and larger, smaller, larger, etc. are understood as excluding the number, and larger, smaller, inner, etc. are understood as including the number. If the first and second are described for the purpose of distinguishing technical features, they are not to be understood as indicating or implying relative importance or implicitly indicating the number of technical features indicated or implicitly indicating the precedence of the technical features indicated.
in the description of the present invention, unless otherwise explicitly limited, terms such as arrangement, installation, connection and the like should be understood in a broad sense, and those skilled in the art can reasonably determine the specific meanings of the above terms in the present invention in combination with the specific contents of the technical solutions.
As shown in fig. 1, an advertisement information recording method includes:
Collecting image information;
Preprocessing the image information to obtain the position of the advertisement and intercepting the advertisement image information;
Converting the advertisement image information into image characters to form text information;
and storing the text information.
the image information can be acquired by a camera arranged in a city, and can also be uploaded after being shot by citizens;
the design collects image information, partial images can shoot various small advertisements pasted in urban environments, the image information is preprocessed, the positions of the advertisements are analyzed, the advertisement image information is correspondingly intercepted from the positions of the advertisements, image-to-word processing is carried out on the advertisement image information, and text information recorded by the advertisements is obtained, so that the text information can be recorded and used, for example, contents expressed by the text information, telephones and the like are obtained, workers can track propagation personnel from the propagated contents, and therefore the phenomenon of pasting the small advertisements and false information possibly propagated in the small advertisements are mainly attacked.
In the process of preprocessing the image information, the image information can be processed by simply using a training set target detection step or an edge target extraction step;
A training library of the characteristics of the small advertisements is arranged in the training set target detection step, training can be carried out based on an ssd single-stage detection model, the training library can also be uploaded to an existing artificial intelligence image recognition system for processing, returned data is obtained, the obtained result is added into the training library every time for deep learning, the obtained result is a plurality of relative positions in image information, the positions can be rectangular, circular, oval and the like, the training library is generally regular, and the shape rules of the small advertisements are met;
in the marginalized target extraction step, the characteristics of regular shapes such as rectangle, circle and ellipse are arranged in the marginalized target extraction step, the image information is subjected to processing such as denoising and binarization, and the shape characteristics are used for matching extraction, so that the image information of the small advertisements is intercepted;
However, although the extraction of the small advertisement image information can be basically realized by simply using the training set target detection step or the marginalized target extraction step, the above method may not be accurate enough for the phenomenon that a plurality of small advertisement images are adhered together or are misplaced;
In some embodiments, in image information preprocessing, a training set target detection step and an edge target extraction step are combined, and the training set target detection step and the edge target extraction step are respectively performed on the same image information;
Processing the image information by utilizing a training set target detection step to obtain a preliminary position of the advertisement, and forming a first set by using the result;
processing the image information by utilizing an edge target extraction step to obtain a preliminary position of the advertisement, and forming a second set by using the result;
judging areas with higher repetition degree in the first set and the second set, mutually correcting to obtain corrected positions of the advertisements, and intercepting advertisement image information based on the corrected positions of the advertisements;
The relative position of the small advertisement in the image information can be judged in both the training set target detection step and the marginalized target extraction step, the processing methods of the two steps and the model based on the two steps have certain difference, the two image recognition methods are combined, the region with high repeatability is selected according to the obtained result, and the accuracy can be greatly improved after correction.
In some embodiments, the advertisement image information may be translated based on an OCR image text translation model to form textual information.
in some embodiments, in the process of converting an image into a character, a Chinese graphic library, an English graphic library and a digital graphic library can be set, text information is distinguished from Chinese and/or English and/or numbers, semantic analysis is performed, word segmentation is performed, fuzzy matching is performed in the libraries to obtain matching degree, the semantics represented by the graphics are obtained, and the semantic analysis result is recorded.
The design can present semantic analysis to the user, and is convenient for the user to check the small advertisements with the contents of fraud, public safety harm and the like.
and obtaining the telephone number information in the text information through semantic analysis processing, counting the telephone number information and the probability of the occurrence of the telephone number information, wherein the user can know the telephone number which occurs at high frequency in time and then the telephone number information is conveniently provided for relevant departments to execute work.
In some embodiments, the method further comprises collecting positioning information when the image information is shot, matching and storing the positioning information with the image information, and detecting the positioning information while shooting the image information so as to know the position of the small advertisement.
In some embodiments, the time at which the image was taken may also be detected and recorded.
in some embodiments, the number of times the advertisement image information corresponding to the positioning information appears is calculated and stored in match with each other.
In the images shot in the same position, the times of the occurrence of the advertisement image information are counted, the flooding condition of the small advertisements in the position can be known, the management of a user is facilitated, meanwhile, the distribution condition of the small advertisements in one region can be counted, and the possible occurrence position of the small advertisements is predicted.
The embodiment of the invention also discloses a storage medium which stores the advertisement information recording method disclosed by any embodiment.
The embodiment of the invention also discloses a management system, as shown in fig. 2, which comprises a plurality of camera collectors 1, a storage module 2 and a main control module 3 respectively connected with the plurality of camera collectors 1 and the storage module 2, wherein the main control module 3 processes image information collected by the camera collectors according to an advertisement information recording method disclosed by any one of the embodiments and stores the data in the storage module 2.
the camera shooting collector 1 can be a camera arranged at each corner of a city, can also be a camera of user electronic equipment, and can be connected with a main control module through a wireless or network transmission cable, the main control module can be composed of a CPU and a peripheral circuit, and the storage module can be composed of an SSD storage, an HHD storage and the like.
still include orientation module 4, orientation module 4 is connected the locating information when gathering image information with the collector 1 of making a video recording, orientation module 4 can be GPS orientation module or big dipper orientation module, the positional information who obtains orientation module and detect when the collector 1 of making a video recording gathers image information, the collector 1 of making a video recording includes the camera and the treater of being connected with the camera, the treater receives orientation information, upload to host system 3 through wireless or network transmission cable's mode in the lump.
this design need not artificial intervention, saves the labour, and the operation is high-efficient.
it is readily understood by those skilled in the art that the above-described preferred modes can be freely combined and superimposed without conflict.
the embodiments of the present invention have been described in detail with reference to the accompanying drawings, but the present invention is not limited to the above embodiments, and various changes can be made within the knowledge of those skilled in the art without departing from the gist of the present invention.
Claims (10)
1. An advertisement information recording method, comprising:
collecting image information;
Preprocessing the image information to obtain the position of the advertisement and intercepting the advertisement image information;
converting the advertisement image information into image characters to form text information;
and storing the text information.
2. An advertisement information recording method according to claim 1, characterized in that: the image information preprocessing comprises a training set target detection step and an edge target extraction step;
Processing the image information by utilizing a training set target detection step to obtain a preliminary position of the advertisement, and forming a first set by using the result;
Processing the image information by utilizing an edge target extraction step to obtain a preliminary position of the advertisement, and forming a second set by using the result;
And judging the areas with higher repetition degree in the first set and the second set, mutually correcting to obtain the corrected positions of the advertisements, and intercepting the advertisement image information based on the corrected positions of the advertisements.
3. An advertisement information recording method according to claim 1, characterized in that: and converting the advertisement image information based on an OCR image character conversion model to form text information.
4. An advertisement information recording method according to claim 1, characterized in that: and distinguishing Chinese and/or English and/or numbers from the text information, performing semantic analysis, and recording semantic analysis results.
5. The advertisement information recording method according to claim 4, wherein: and obtaining the telephone number information in the text information through semantic analysis and processing, and counting the telephone number information and the probability of the occurrence of the telephone number information.
6. an advertisement information recording method according to claim 1, characterized in that: the method also comprises the step of collecting positioning information when the image information is shot, and the positioning information is matched with the image information and stored.
7. The advertisement information recording method according to claim 6, wherein: the times of the occurrence of the advertisement image information in the corresponding positioning information are calculated and matched with each other for storage.
8. A storage medium storing an advertisement information recording method according to any one of claims 1 to 7.
9. A management system is characterized by comprising a plurality of camera collectors, a storage module and a main control module which is respectively connected with the plurality of camera collectors and the storage module, wherein the main control module processes image information collected by the camera collectors according to the advertisement information recording method as claimed in any one of claims 1 to 7 and stores the data in the storage module.
10. A management system according to claim 9, wherein: the positioning module is connected with the camera collector to provide positioning information for collecting image information.
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| CN201910764277.4A CN110569743A (en) | 2019-08-19 | 2019-08-19 | advertisement information recording method, storage medium and management system |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111460205A (en) * | 2020-04-03 | 2020-07-28 | 湖州市超视科技有限公司 | Cosmetic packaging description quality inspection detection system based on edge calculation |
| CN114758216A (en) * | 2022-05-05 | 2022-07-15 | 北京容联易通信息技术有限公司 | Illegal advertisement detection method and system based on machine vision |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102968738A (en) * | 2012-12-06 | 2013-03-13 | 中国科学院半导体研究所 | Advertising system |
| CN108345895A (en) * | 2017-01-22 | 2018-07-31 | 上海分泽时代软件技术有限公司 | Advertising image recognition methods and advertising image identifying system |
| CN108399361A (en) * | 2018-01-23 | 2018-08-14 | 南京邮电大学 | A kind of pedestrian detection method based on convolutional neural networks CNN and semantic segmentation |
| CN108564087A (en) * | 2018-04-13 | 2018-09-21 | 腾讯科技（深圳）有限公司 | Risk Identification Method, device, terminal and the storage medium of small advertisement |
| CN108960005A (en) * | 2017-05-19 | 2018-12-07 | 内蒙古大学 | The foundation and display methods, system of subjects visual label in a kind of intelligent vision Internet of Things |
| CN109635805A (en) * | 2018-12-11 | 2019-04-16 | 上海智臻智能网络科技股份有限公司 | Image text location method and device, image text recognition methods and device |
-
2019
- 2019-08-19 CN CN201910764277.4A patent/CN110569743A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102968738A (en) * | 2012-12-06 | 2013-03-13 | 中国科学院半导体研究所 | Advertising system |
| CN108345895A (en) * | 2017-01-22 | 2018-07-31 | 上海分泽时代软件技术有限公司 | Advertising image recognition methods and advertising image identifying system |
| CN108960005A (en) * | 2017-05-19 | 2018-12-07 | 内蒙古大学 | The foundation and display methods, system of subjects visual label in a kind of intelligent vision Internet of Things |
| CN108399361A (en) * | 2018-01-23 | 2018-08-14 | 南京邮电大学 | A kind of pedestrian detection method based on convolutional neural networks CNN and semantic segmentation |
| CN108564087A (en) * | 2018-04-13 | 2018-09-21 | 腾讯科技（深圳）有限公司 | Risk Identification Method, device, terminal and the storage medium of small advertisement |
| CN109635805A (en) * | 2018-12-11 | 2019-04-16 | 上海智臻智能网络科技股份有限公司 | Image text location method and device, image text recognition methods and device |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111460205A (en) * | 2020-04-03 | 2020-07-28 | 湖州市超视科技有限公司 | Cosmetic packaging description quality inspection detection system based on edge calculation |
| CN114758216A (en) * | 2022-05-05 | 2022-07-15 | 北京容联易通信息技术有限公司 | Illegal advertisement detection method and system based on machine vision |
| CN114758216B (en) * | 2022-05-05 | 2023-01-13 | 北京容联易通信息技术有限公司 | Illegal advertisement detection method and system based on machine vision |
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Application publication date: 20191213 |