CN112115756A - Block chain management platform for content analysis - Google Patents
Block chain management platform for content analysis Download PDFInfo
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- CN112115756A CN112115756A CN202010204826.5A CN202010204826A CN112115756A CN 112115756 A CN112115756 A CN 112115756A CN 202010204826 A CN202010204826 A CN 202010204826A CN 112115756 A CN112115756 A CN 112115756A
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- 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
- G06V40/161—Detection; Localisation; Normalisation
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- 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
- G06Q30/0282—Rating or review of business operators or products
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
- G06V20/53—Recognition of crowd images, e.g. recognition of crowd congestion
-
- 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
Abstract
The invention relates to a block chain management platform for content analysis, which comprises: a gesture recognition device for performing gesture recognition on each face region to determine whether a face object corresponding to the face region is in a front-view state; the quantity extraction device is used for obtaining the quantity of the face objects in the front image of the curtain corresponding to each moment and the quantity of the face objects in the non-front-view state as a first quantity and a second quantity respectively; and the content analysis device is used for accumulating the sum of each first quantity/each second quantity in each curtain front image corresponding to each moment to be used as a first sum/second sum. The block chain management platform for content analysis has objective data and reliable result. The method and the device have the advantages that the displayed content of each film is specifically scored according to the real-site performance of the audience in the film watching process, so that the objectivity of film evaluation is improved.
Description
Technical Field
The invention relates to the field of blockchain application, in particular to a blockchain management platform for content analysis.
Background
The block chain has potential huge application value in the financial fields of international exchange, credit cards, stock right registration, securities exchange and the like. The block chain technology is applied to the financial industry, a third-party intermediary link can be omitted, point-to-point direct butt joint is achieved, and therefore transaction payment is completed quickly while cost is greatly reduced.
Visa, for example, introduced Visa B2B Connect based on blockchain technology, which provides a cheaper, faster and secure cross-border payment for institutions to handle business-to-business transactions worldwide. It is to be understood that conventional cross-border payments may wait 3-5 days and pay 1-3% of the transaction fee for this. Visa also introduced the first bitcoin debit card in conjunction with Coinbase, and the douglas bank tested the running encryption currency "douglas-bang" on the blockchain.
Block chains can also be naturally combined in the fields of Internet of things and logistics. Logistics cost can be reduced through the block chain, the production and conveying process of the goods can be traced, and the efficiency of supply chain management can be improved. This field is considered to be a promising application direction for blockchains.
The block chain can realize the comprehensive transmission of information in the whole network through a scattered network hierarchical structure connected by nodes, and can check the accuracy of the information. The characteristic improves the convenience and intellectualization of the transaction of the Internet of things to a certain extent. The solution of the block chain and the big data utilizes an automatic screening and filtering mode of the big data, credit resources are established in the block chain, the transaction safety can be improved dually, and the transaction convenience degree of the Internet of things is improved. Time and cost are saved for intelligent logistics mode application. The block link point has free access capability, and can independently participate in or leave the block link system without any interference to the whole block link system. The block chain and big data solution scheme utilizes the integration capability of big data, promotes the basic user expansion of the Internet of things to have directionality, and is convenient for realizing user expansion among scattered users of intelligent logistics.
Currently, each audience popularity of the content showing the film can be recognized to some extent through the scoring of various media, so to speak, the scoring can indirectly determine the box room showing the film. How to prevent cheating on scoring of a projected film is one of the technical problems to be solved currently.
Disclosure of Invention
In order to solve the technical problems in the related art, the invention provides a block chain management platform for content analysis, which can analyze the popularity of the current movie content showing by the audience according to the actual performance of the audience in the film watching process, thereby reducing the loss caused by the fact that the movie manufacturer is not objectively scored randomly or falsely scored.
Therefore, the invention needs to have the following two important points:
(1) based on the attention degree of each audience to the film in the whole process of film showing, the content of each film is subjected to the evaluation operation of the popularity degree of the audience, so that the objectivity of the evaluation result is improved;
(2) in the specific judgment of the attention degree of the audience, the actual numerical value of the attention degree of the audience is determined according to the frequency of the audience watching the film screen.
According to an aspect of the present invention, there is provided a blockchain management platform for content analysis, the platform including:
the system comprises an on-site timing device and an ultra-clear image acquisition device, wherein the on-site timing device is used for sending an acquisition trigger signal to the ultra-clear image acquisition device at preset time intervals so as to trigger the ultra-clear image acquisition device to execute an ultra-clear image acquisition action;
the super-definition acquisition equipment is connected with the on-site timing equipment, arranged above the cinema projection screen and used for executing super-definition image acquisition action on a scene in front of the projection screen so as to obtain a screen front image corresponding to the current moment;
the real-time sharpening device is connected with the ultra-clear acquisition device and is used for obtaining images in front of each curtain corresponding to each moment in the showing period of the cinema and sharpening the images in front of the curtains corresponding to each moment as images to be processed so as to obtain corresponding on-site sharpened images;
the face detection device is connected with the real-time sharpening device and is used for detecting each face area corresponding to each face object in the field sharpened image;
the gesture recognition device is connected with the face detection device and used for executing gesture recognition on each face area so as to determine whether the face object corresponding to the face area is in a front-view state or not;
the number extraction device is connected with the gesture recognition device and used for obtaining the number of the face objects in the front view state and the number of the face objects in the non-front view state in the front image of the curtain corresponding to each moment as a first number and a second number respectively;
the content analysis device is connected with the quantity extraction device and used for accumulating the sum of each first quantity in each image in front of the curtain corresponding to each moment to be used as a first sum, accumulating the sum of each second quantity in each image in front of the curtain corresponding to each moment to be used as a second sum, and calculating the local score of the currently-shown content based on the ratio obtained by dividing the first sum by the second sum;
wherein calculating the local score of the current presentation content based on a ratio of the first sum divided by the second sum comprises: the larger the numerical value of the ratio is, the higher the local score of the current showing content is calculated;
wherein the operation parameters of the real-time sharpening device, the face detection device, the gesture recognition device and the quantity extraction device are managed by adopting a block chain management mode.
According to another aspect of the present invention, there is also provided a blockchain management method for content analysis, the method including using a blockchain management platform for content analysis as described above for analyzing an evaluation value of each showing of movie content based on a degree of interest of each audience in showing of the movie content.
The block chain management platform for content analysis has objective data and reliable result. The method and the device have the advantages that the displayed content of each film is specifically scored according to the real-site performance of the audience in the film watching process, so that the objectivity of film evaluation is improved.
Drawings
Embodiments of the invention will now be described with reference to the accompanying drawings, in which:
fig. 1 is a schematic view illustrating an application scenario of a blockchain management platform for content analysis according to an embodiment of the present invention.
Fig. 2 is a block diagram illustrating a structure of a blockchain management platform for content analysis according to an embodiment of the present invention.
Fig. 3 is a block diagram illustrating a structure of a blockchain management platform for content analysis according to another embodiment of the present invention.
Detailed Description
An embodiment of a blockchain management platform for content analysis according to the present invention will be described in detail with reference to the accompanying drawings.
In the prior art, during each new showing of a movie, some scoring mechanisms exist to evaluate the movie content to provide reference data for subsequent viewer viewing. However, these scoring mechanisms are more or less accompanied by the viewer's personal feelings or the deliberate tendencies of the scoring mechanism, resulting in scoring results that do not truly reflect the popularity of the movie.
In order to overcome the defects, the invention builds a block chain management platform for content analysis, and can effectively solve the corresponding technical problem.
As shown in fig. 1, which shows a schematic view of an application scenario of the technical solution of the present invention, in fig. 1, the scoring result of each movie is determined by whether the face of each viewer in front of the projection screen is in a front-view state, i.e. in a state that the face faces forward towards the projection screen.
The technical solution of the present invention is further explained and illustrated below by means of a specific example.
Fig. 2 is a block diagram illustrating a block chain management platform for content analysis according to an embodiment of the present invention, where the platform includes:
the system comprises an on-site timing device and an ultra-clear image acquisition device, wherein the on-site timing device is used for sending an acquisition trigger signal to the ultra-clear image acquisition device at preset time intervals so as to trigger the ultra-clear image acquisition device to execute an ultra-clear image acquisition action;
the super-definition acquisition equipment is connected with the on-site timing equipment, arranged above the cinema projection screen and used for executing super-definition image acquisition action on a scene in front of the projection screen so as to obtain a screen front image corresponding to the current moment;
the real-time sharpening device is connected with the ultra-clear acquisition device and is used for obtaining images in front of each curtain corresponding to each moment in the showing period of the cinema and sharpening the images in front of the curtains corresponding to each moment as images to be processed so as to obtain corresponding on-site sharpened images;
the face detection device is connected with the real-time sharpening device and is used for detecting each face area corresponding to each face object in the field sharpened image;
the gesture recognition device is connected with the face detection device and used for executing gesture recognition on each face area so as to determine whether the face object corresponding to the face area is in a front-view state or not;
the number extraction device is connected with the gesture recognition device and used for obtaining the number of the face objects in the front view state and the number of the face objects in the non-front view state in the front image of the curtain corresponding to each moment as a first number and a second number respectively;
the content analysis device is connected with the quantity extraction device and used for accumulating the sum of each first quantity in each image in front of the curtain corresponding to each moment to be used as a first sum, accumulating the sum of each second quantity in each image in front of the curtain corresponding to each moment to be used as a second sum, and calculating the local score of the currently-shown content based on the ratio obtained by dividing the first sum by the second sum;
wherein calculating the local score of the current presentation content based on a ratio of the first sum divided by the second sum comprises: the larger the numerical value of the ratio is, the higher the local score of the current showing content is calculated;
wherein the operation parameters of the real-time sharpening device, the face detection device, the gesture recognition device and the quantity extraction device are managed by adopting a block chain management mode.
Fig. 3 is a block diagram illustrating a structure of a blockchain management platform for content analysis according to another embodiment of the present invention, where the platform includes:
the FPM DRAM memory chip is respectively connected with the real-time sharpening device and the face detection device and is used for respectively storing current output data and/or current input data of the real-time sharpening device and the face detection device;
the frequency division duplex communication interface is connected with the real-time sharpening device and is used for sending the current sending data of the real-time sharpening device through a frequency division duplex communication line;
the system comprises an on-site timing device and an ultra-clear image acquisition device, wherein the on-site timing device is used for sending an acquisition trigger signal to the ultra-clear image acquisition device at preset time intervals so as to trigger the ultra-clear image acquisition device to execute an ultra-clear image acquisition action;
the super-definition acquisition equipment is connected with the on-site timing equipment, arranged above the cinema projection screen and used for executing super-definition image acquisition action on a scene in front of the projection screen so as to obtain a screen front image corresponding to the current moment;
the real-time sharpening device is connected with the ultra-clear acquisition device and is used for obtaining images in front of each curtain corresponding to each moment in the showing period of the cinema and sharpening the images in front of the curtains corresponding to each moment as images to be processed so as to obtain corresponding on-site sharpened images;
the face detection device is connected with the real-time sharpening device and is used for detecting each face area corresponding to each face object in the field sharpened image;
the gesture recognition device is connected with the face detection device and used for executing gesture recognition on each face area so as to determine whether the face object corresponding to the face area is in a front-view state or not;
the number extraction device is connected with the gesture recognition device and used for obtaining the number of the face objects in the front view state and the number of the face objects in the non-front view state in the front image of the curtain corresponding to each moment as a first number and a second number respectively;
the content analysis device is connected with the quantity extraction device and used for accumulating the sum of each first quantity in each image in front of the curtain corresponding to each moment to be used as a first sum, accumulating the sum of each second quantity in each image in front of the curtain corresponding to each moment to be used as a second sum, and calculating the local score of the currently-shown content based on the ratio obtained by dividing the first sum by the second sum;
the touch screen is used for receiving input information of a user according to the operation of the user;
wherein calculating the local score of the current presentation content based on a ratio of the first sum divided by the second sum comprises: the larger the numerical value of the ratio is, the higher the local score of the current showing content is calculated;
wherein the operation parameters of the real-time sharpening device, the face detection device, the gesture recognition device and the quantity extraction device are managed by adopting a block chain management mode.
Next, the specific structure of the blockchain management platform for content analysis according to the present invention will be further described.
In the blockchain management platform for content analysis:
the real-time sharpening device is realized by adopting a programmable logic device, and the programmable logic device is designed by adopting VHDL.
In the blockchain management platform for content analysis:
the face detection device is a DSP processing chip, and a timer and a ROM are arranged in the DSP processing chip.
In the blockchain management platform for content analysis:
and the real-time sharpening device and the face detection device are in data connection and data interaction through a 16-bit parallel data interface.
In the blockchain management platform for content analysis:
the real-time sharpening device and the face detection device share the same field timing device and the same power supply input device.
In the blockchain management platform for content analysis:
and a data cache device is also arranged between the real-time sharpening device and the face detection device and is respectively connected with the real-time sharpening device and the face detection device through two data interfaces.
Meanwhile, in order to overcome the above-mentioned disadvantages, a further embodiment of the present invention sets forth a blockchain management method for content analysis, which includes using a blockchain management platform for content analysis as described above for analyzing an evaluation value of each showing film content based on a degree of attention of each audience to the showing film content.
In addition, FPM DRAM (Fast Page Mode RAM): fast page mode memory. Is a memory that was commonly used during time 486 (also used as video memory). 72 lines, 5V voltage, 32bit bandwidth and basic speed of more than 60 ns. His read cycle begins with the triggering of a row in the DRAM array and then moves to the location indicated by the memory address, i.e., contains the desired data. The first message must be validated and stored to the system in preparation for the next cycle. This introduces a "wait state" because the CPU must wait for the memory to complete one cycle foolproof. One important reason for the widespread use of FPM is that it is a standard and safe product and is inexpensive.
In the description herein, references to the description of the term "one embodiment," "some embodiments," "an example," "a specific example," or "some examples," etc., mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention.
Furthermore, the terms "first", "second" and "first" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one such feature.
Although the present invention has been described with reference to the above embodiments, it should be understood by those skilled in the art that various changes may be made and equivalents may be substituted without departing from the spirit and scope of the invention. Therefore, the protection scope of the present invention should be subject to the scope defined by the claims of the present application.
Claims (10)
1. A blockchain management platform for content analysis, the platform comprising:
and the on-site timing equipment is used for sending an acquisition trigger signal to the ultra-clear acquisition equipment at preset time intervals so as to trigger the ultra-clear acquisition equipment to execute an ultra-clear image acquisition action.
2. The blockchain management platform for content analysis of claim 1, wherein the platform further comprises:
and the ultra-clear acquisition equipment is connected with the on-site timing equipment, is arranged above the cinema projection screen and is used for executing ultra-clear image acquisition action on a scene in front of the projection screen so as to obtain a screen front image corresponding to the current moment.
3. The blockchain management platform for content analysis of claim 2, wherein the platform further comprises:
the real-time sharpening device is connected with the ultra-clear acquisition device and is used for obtaining images in front of each curtain corresponding to each moment in the showing period of the cinema and sharpening the images in front of the curtains corresponding to each moment as images to be processed so as to obtain corresponding on-site sharpened images;
the face detection device is connected with the real-time sharpening device and is used for detecting each face area corresponding to each face object in the field sharpened image;
the gesture recognition device is connected with the face detection device and used for executing gesture recognition on each face area so as to determine whether the face object corresponding to the face area is in a front-view state or not;
the number extraction device is connected with the gesture recognition device and used for obtaining the number of the face objects in the front view state and the number of the face objects in the non-front view state in the front image of the curtain corresponding to each moment as a first number and a second number respectively;
the content analysis device is connected with the quantity extraction device and used for accumulating the sum of each first quantity in each image in front of the curtain corresponding to each moment to be used as a first sum, accumulating the sum of each second quantity in each image in front of the curtain corresponding to each moment to be used as a second sum, and calculating the local score of the currently-shown content based on the ratio obtained by dividing the first sum by the second sum;
wherein calculating the local score of the current presentation content based on a ratio of the first sum divided by the second sum comprises: the larger the numerical value of the ratio is, the higher the local score of the current showing content is calculated;
wherein the operation parameters of the real-time sharpening device, the face detection device, the gesture recognition device and the quantity extraction device are managed by adopting a block chain management mode.
4. The blockchain management platform for content analysis of claim 3, wherein:
the real-time sharpening device is realized by adopting a programmable logic device, and the programmable logic device is designed by adopting VHDL.
5. The blockchain management platform for content analysis of claim 4, wherein:
the face detection device is a DSP processing chip, and a timer and a ROM are arranged in the DSP processing chip.
6. The blockchain management platform for content analysis of claim 5, wherein:
and the real-time sharpening device and the face detection device are in data connection and data interaction through a 16-bit parallel data interface.
7. The blockchain management platform for content analysis of claim 6, wherein:
the real-time sharpening device and the face detection device share the same field timing device and the same power supply input device.
8. The blockchain management platform for content analysis of claim 7, wherein:
and a data cache device is also arranged between the real-time sharpening device and the face detection device and is respectively connected with the real-time sharpening device and the face detection device through two data interfaces.
9. The blockchain management platform for content analysis of claim 8, wherein the platform further comprises:
the FPM DRAM memory chip is respectively connected with the real-time sharpening device and the face detection device and is used for respectively storing current output data and/or current input data of the real-time sharpening device and the face detection device;
the frequency division duplex communication interface is connected with the real-time sharpening device and is used for sending the current sending data of the real-time sharpening device through a frequency division duplex communication line;
and the touch screen is used for receiving input information of the user according to the operation of the user.
10. A blockchain management method for content analysis, the method comprising providing a blockchain management platform for content analysis according to any one of claims 3 to 9 for analyzing an evaluation value of each showing film content based on a degree of interest of each audience in showing the film content.
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Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20130136313A1 (en) * | 2011-07-13 | 2013-05-30 | Kazuhiko Maeda | Image evaluation apparatus, image evaluation method, program, and integrated circuit |
| CN104680146A (en) * | 2015-03-08 | 2015-06-03 | 无锡桑尼安科技有限公司 | Movie type detection system based on identification on viewing expressions of audiences |
| CN107146252A (en) * | 2017-04-28 | 2017-09-08 | 深圳齐心集团股份有限公司 | A kind of big data image processing apparatus |
| CN107403370A (en) * | 2016-08-31 | 2017-11-28 | 彭梅 | Finance debt-credit risk control system and operation method |
| CN108376305A (en) * | 2017-12-30 | 2018-08-07 | 中国移动通信集团福建有限公司 | Training quality appraisal procedure, device, equipment and medium |
| CN108509893A (en) * | 2018-03-28 | 2018-09-07 | 深圳创维－Rgb电子有限公司 | Video display methods of marking, storage medium and intelligent terminal based on micro- Expression Recognition |
| CN109327737A (en) * | 2018-11-14 | 2019-02-12 | 深圳创维－Rgb电子有限公司 | TV programme suggesting method, terminal, system and storage medium |
| CN109815795A (en) * | 2018-12-14 | 2019-05-28 | 深圳壹账通智能科技有限公司 | Classroom student's state analysis method and device based on face monitoring |
| CN109919143A (en) * | 2019-04-24 | 2019-06-21 | 郭钢 | The educational method of force estimation is paid attention to based on more sense organ interactive experiences and study |
| CN110544186A (en) * | 2019-09-02 | 2019-12-06 | 江苏山海文化传播有限公司 | Operation and distribution system for film industry and use method thereof |
-
2020
- 2020-03-22 CN CN202010204826.5A patent/CN112115756A/en not_active Withdrawn
Patent Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20130136313A1 (en) * | 2011-07-13 | 2013-05-30 | Kazuhiko Maeda | Image evaluation apparatus, image evaluation method, program, and integrated circuit |
| CN104680146A (en) * | 2015-03-08 | 2015-06-03 | 无锡桑尼安科技有限公司 | Movie type detection system based on identification on viewing expressions of audiences |
| CN107403370A (en) * | 2016-08-31 | 2017-11-28 | 彭梅 | Finance debt-credit risk control system and operation method |
| CN107146252A (en) * | 2017-04-28 | 2017-09-08 | 深圳齐心集团股份有限公司 | A kind of big data image processing apparatus |
| CN108376305A (en) * | 2017-12-30 | 2018-08-07 | 中国移动通信集团福建有限公司 | Training quality appraisal procedure, device, equipment and medium |
| CN108509893A (en) * | 2018-03-28 | 2018-09-07 | 深圳创维－Rgb电子有限公司 | Video display methods of marking, storage medium and intelligent terminal based on micro- Expression Recognition |
| CN109327737A (en) * | 2018-11-14 | 2019-02-12 | 深圳创维－Rgb电子有限公司 | TV programme suggesting method, terminal, system and storage medium |
| CN109815795A (en) * | 2018-12-14 | 2019-05-28 | 深圳壹账通智能科技有限公司 | Classroom student's state analysis method and device based on face monitoring |
| CN109919143A (en) * | 2019-04-24 | 2019-06-21 | 郭钢 | The educational method of force estimation is paid attention to based on more sense organ interactive experiences and study |
| CN110544186A (en) * | 2019-09-02 | 2019-12-06 | 江苏山海文化传播有限公司 | Operation and distribution system for film industry and use method thereof |
Non-Patent Citations (2)
| Title |
|---|
| 刘茂: "基于MS--ELM的人脸表情识别及其在电影评分系统中的应用研究", 《中国优秀硕士学位论文全文数据库 信息科技辑》 * |
| 华红兵: "《移动营销管理》", 31 May 2017, 广东经济出版社 * |
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Application publication date: 20201222 |