CN112312210A - Television word size sound automatic adjustment processing method and device, intelligent terminal and medium - Google Patents
Television word size sound automatic adjustment processing method and device, intelligent terminal and medium Download PDFInfo
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- CN112312210A CN112312210A CN202011195829.3A CN202011195829A CN112312210A CN 112312210 A CN112312210 A CN 112312210A CN 202011195829 A CN202011195829 A CN 202011195829A CN 112312210 A CN112312210 A CN 112312210A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
- H04N21/44213—Monitoring of end-user related data
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/47—End-user applications
- H04N21/485—End-user interface for client configuration
- H04N21/4852—End-user interface for client configuration for modifying audio parameters, e.g. switching between mono and stereo
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/47—End-user applications
- H04N21/485—End-user interface for client configuration
- H04N21/4858—End-user interface for client configuration for modifying screen layout parameters, e.g. fonts, size of the windows
Abstract
The invention discloses a television word size sound automatic adjustment processing method, a device, an intelligent terminal and a medium, wherein the method comprises the following steps: the camera collects images of a television viewer; recognizing a human face from the collected viewer image; after the face is recognized, judging the age of the viewer; after the age of the viewer is identified, the size of the font sound is automatically adjusted. The invention adds new functions to the smart television: has automatic regulation of TV font and size. The television can adjust proper font size and sound according to the ages of different users, and the old can watch larger subtitles and hear larger sound when watching; providing convenience for the user.
Description
Technical Field
The invention relates to the technical field of intelligent electrical appliances, in particular to a method and a device for automatically adjusting and processing television character size sound, an intelligent terminal and a storage medium.
Background
With the development of science and technology and the continuous improvement of the living standard of people, the use of various intelligent terminals such as an intelligent television is more and more popularized, and the intelligent television becomes an indispensable leisure and entertainment device in the life of people.
Users of different ages have different requirements on the display of the size of the television font and the size of the sound when watching television. For example, young people like the display font size standard, the sound standard when watching television. And the old people need to watch television in the year and need to have larger captions and hear larger sound. However, the word size and the sound of the intelligent television in the prior art are basically manually adjusted by the user, and some old people are not easy to operate and inconvenient to use.
Thus, there is still a need for improvement and development of the prior art.
Disclosure of Invention
The invention aims to solve the technical problems that in order to overcome the defects in the prior art, the invention provides a method and a device for automatically adjusting and processing the word size and the sound of a television, an intelligent terminal and a storage medium, and aims to solve the problems that in the prior art, the word size and the sound of the intelligent television are basically manually adjusted by a user, and some old people are not easy to operate and inconvenient to use by the user.
The technical scheme adopted by the invention for solving the problems is as follows:
a television font and size sound automatic adjustment processing method comprises the following steps:
acquiring and obtaining an image of a television viewer;
carrying out face recognition on the collected viewer image to recognize a face image;
identifying the age stage of the pre-estimated viewer according to the identified face image;
and calling a preset television word size value and a preset sound value corresponding to the age stage according to the identified age stage of the viewer, and automatically adjusting the television display word size and the sound size.
The television font and size sound automatic adjustment processing method comprises the following steps of:
character size values and sound values corresponding to viewers in different age stages are configured in advance and stored.
The television font and size sound automatic adjustment processing method comprises the following steps of:
an age judgment model for carrying out corresponding age estimation according to different human faces is established and trained in advance.
The television font and size sound automatic adjustment processing method comprises the following steps of:
and collecting the image of the television viewer through the camera.
The television font and size sound automatic adjustment processing method comprises the following steps of:
and carrying out face recognition on the collected viewer image, and recognizing all faces in the image.
The television font and size sound automatic adjustment processing method comprises the following steps of identifying the age stage of an estimated viewer according to the identified face image:
according to the recognized face images, judging the ages one by one;
and inputting the recognized wrinkle information data, gloss information data, white hair information data and pouch information data of each face into a pre-trained age judgment model, calculating the approximate age of each face, and finishing the stage of recognizing and estimating the age of the viewer.
The method for automatically adjusting the television font size and the sound comprises the following steps of calling a preset television font size value and a preset sound value corresponding to an age stage according to the identified age stage of a viewer, and automatically adjusting the television display font size and the sound size, wherein the steps comprise:
when the age stage of the identified viewer is 60+ old users, the word size of the movie playing page is automatically adjusted to be automatically increased to 1.3 times of the original word size, and the volume is automatically increased by 15 on the basis of the original volume;
when the identified age stage of the viewer is 50-59 old users, automatically adjusting the font size of the movie playing page to be increased to 1.2 times of the original font size, and automatically increasing the volume by 10 on the basis of the original volume;
when the identified age stage of the viewer is 40-49 years old, automatically adjusting the font size of the movie playing page to be increased to 1.1 times of the original font size, and automatically increasing the volume by 5 on the basis of the original volume;
when the identified viewer is in the age stage of 40 or less, the word size and the sound size are controlled to be in the original state, and default is not increased.
An automatic adjusting and processing device for television font and size sound, wherein the device comprises:
the image acquisition module is used for acquiring and acquiring the image of the television viewer;
the face recognition module is used for carrying out face recognition on the collected viewer image to recognize a face image;
the age judging module is used for identifying the age stage of the pre-estimated viewer according to the identified face image;
and the word size and sound size adjusting module is used for calling a preset television word size value and a preset sound value corresponding to the age stage according to the identified age stage of the viewer, and automatically adjusting the television display word size and the sound size.
An intelligent terminal comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by the one or more processors comprises instructions for performing any of the methods described herein.
A non-transitory computer readable storage medium having instructions therein which, when executed by a processor of an electronic device, enable the electronic device to perform any of the methods described herein.
The invention has the beneficial effects that: the embodiment of the invention collects the image of the television viewer through the camera; recognizing a human face from the collected viewer image; after the face is recognized, judging the age of the viewer; after the age of the viewer is identified, the size of the font sound is automatically adjusted. The invention adds new functions to the smart television: has automatic regulation of TV font and size. The television can adjust proper font size and sound according to the ages of different users, and the old can watch larger subtitles and hear larger sound when watching; providing convenience for the user.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments described in the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a flow chart of a method for automatically adjusting and processing the font and font sounds of a television according to an embodiment of the present invention.
Fig. 2 is a schematic flow chart illustrating the process of estimating according to the age corresponding to the face in the automatic television font and size sound adjustment processing method according to the embodiment of the present invention.
Fig. 3 is a schematic block diagram of an apparatus for automatically adjusting the font size and sound of a television according to an embodiment of the present invention.
Fig. 4 is a schematic block diagram of an internal structure of an intelligent terminal according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention clearer and clearer, the present invention is further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
It should be noted that, if directional indications (such as up, down, left, right, front, and back … …) are involved in the embodiment of the present invention, the directional indications are only used to explain the relative positional relationship between the components, the movement situation, and the like in a specific posture (as shown in the drawing), and if the specific posture is changed, the directional indications are changed accordingly.
The existing automatic adjustment processing of television font and size sound is mainly manually adjusted by a user. Users of different ages have different requirements on the display of the size of the television font and the size of the sound when watching television. For example, young people like the display font size standard, the sound standard when watching television. And the old people need to watch television in the year and need to have larger captions and hear larger sound. However, the word size and the sound of the intelligent television in the prior art are basically manually adjusted by a user, and some old people are not easy to operate and inconvenient for the user to use.
In order to solve the problems of the prior art, the invention provides a television word size sound automatic adjustment processing method, in the embodiment of the invention, a camera collects images of a television viewer; recognizing a human face from the collected viewer image; after the face is recognized, judging the age of the viewer; after the age of the viewer is identified, the size of the font sound is automatically adjusted. The invention adds new functions to the smart television: has automatic regulation of TV font and size. The television can adjust proper font size and sound according to the ages of different users, and the old can watch larger subtitles and hear larger sound when watching; providing convenience for the user.
Exemplary method
As shown in fig. 1, an embodiment of the present invention provides an automatic adjustment processing method for a tv font size sound, where the automatic adjustment processing method for a tv font size sound can be applied to an intelligent terminal. In an embodiment of the present invention, the method includes the steps of:
s100, acquiring an image of a television viewer;
in the embodiment of the invention, the image of the television viewer can be acquired through the camera arranged on the television.
S200, carrying out face recognition on the collected viewer image to recognize a face image;
the invention adopts the face recognition technology to carry out face recognition on the collected viewer image, and recognizes all faces in the image, namely all faces in the shot television viewer image are recognized, thereby facilitating the later age recognition.
Step S300, identifying the age stage of the pre-estimated viewer according to the identified face image;
in this step, the age stage of the pre-estimated viewer is identified according to the identified face image.
Specifically, the age can be judged one by one according to the recognized face images; and inputting the recognized wrinkle information data, gloss information data, white hair information data and pouch information data of each face into a pre-trained age judgment model, calculating the approximate age of each face, and finishing the stage of recognizing and estimating the age of the viewer.
The invention can identify the age stage of the estimated viewer through the distinguished wrinkle information data, the gloss information data, the white hair information data and the pouch information data of each face. For example, when it is recognized that the white hair of the current viewer is more than 60%, and the face wrinkle information data is more than the face wrinkle information data, the gloss information data is general, and the pouch information data is more likely to recognize that the current viewer is an old person.
And step S400, calling a preset television word size value and a preset sound value corresponding to the age stage according to the identified age stage of the viewer, and automatically adjusting the television display word size and the sound size.
Before the invention is implemented, the word size values and the sound values corresponding to the viewers in different age stages need to be configured in advance and stored. For example, the corresponding font size of an old user at the age of 60+ is preset to be automatically increased to 1.3 times of the original font size, and the volume is automatically increased by 15 times based on the original volume.
In the embodiment of the present invention, in a specific implementation, the preset television font size value and the preset sound value corresponding to the age stage are called according to the identified age stage of the viewer, so as to automatically adjust the television display font size and the sound size.
For example, when the age stage of the identified viewer is 60+ old users, the font size of the movie playing page is automatically adjusted to be automatically increased to 1.3 times of the original font size, and the volume is automatically increased by 15 based on the original volume.
When the identified age stage of the viewer is 50-59 old users, automatically adjusting the font size of the movie playing page to be increased to 1.2 times of the original font size, and automatically increasing the volume by 10 on the basis of the original volume;
when the identified age stage of the viewer is 40-49 years old, automatically adjusting the font size of the movie playing page to be increased to 1.1 times of the original font size, and automatically increasing the volume by 5 on the basis of the original volume;
when the identified viewer is in the age stage of 40 or less, the word size and the sound size are controlled to be in the original state, and default is not increased.
Therefore, the embodiment of the invention can add new functions to the smart television: has automatic regulation of TV font and size. The television can adjust proper font size and sound according to the ages of different users, and the old can watch larger subtitles and hear larger sound when watching; providing convenience for the user.
In the embodiment of the invention, an age judgment model for carrying out corresponding age estimation according to different human faces needs to be established and trained in advance during specific implementation.
The age judgment model which is pre-established and trained to perform corresponding age estimation according to different human faces is exemplified as follows:
when the invention is implemented, all the faces are identified, and the age is judged one by one.
An algorithm by age judgment. The recognized data of each face wrinkle condition, luster condition, white hair condition, eye bag condition and the like are input into a trained age judgment model, and the approximate age of each face is calculated.
The age calculation algorithm can be referred to as follows:
and (4) estimating the age of the face attribute recognition algorithm.
Age estimation: if the age is divided into several categories, such as: age estimation is a classification problem in teenagers, adolescents, middle-aged and elderly; age estimation is a regression problem if a specific age is accurately estimated.
Age estimation is a more complex problem than gender identification. The reason is that: the age characteristics of a person are difficult to observe accurately in appearance, and even the human eye can hardly judge the age of a person accurately. Looking again at the age characteristics of a human face, it is usually manifested in terms of skin texture, skin color, radiance and wrinkle texture, and these factors are usually related to the genetic, lifestyle, gender and character characteristics of an individual and the work environment. Therefore, it is difficult to define the age of the face image with a uniform model. If one wants to better estimate the age level of a person, one needs to start with learning a large number of samples, say age estimation.
The age estimation is roughly divided into two stages of estimation and detailed evaluation.
And (3) a pre-estimation stage: extracting skin texture characteristics of the human face in the picture, and performing rough evaluation on the age range to obtain a specific age group;
and (3) a detailed evaluation stage: by means of the support vector machine, a plurality of model classifiers corresponding to a plurality of age groups are established, and suitable models are selected for matching. Among them, a face age estimation algorithm that fuses LBP and HOG features is most well known.
Face age estimation algorithm fusing LBP (local binary pattern) and HOG (histogram of oriented gradient) features
As shown in fig. 2, the face age estimation algorithm fusing LBP and HOG features extracts local statistical features of a face closely related to age variation. And (3) fusing an LBP (local binarization pattern) characteristic and an HOG (histogram of gradients) characteristic by using a CCA (canonical correlation analysis) method, and finally training and testing a face library by using an SVR (support vector machine regression) method to generate an age judgment model. Then, the present invention inputs the recognized data of each face wrinkle condition, gloss condition, white hair condition, pouch condition, etc. into the previously trained age determination model, and calculates the approximate age of each face.
In the invention, after the age of a viewer is identified, the word size and the sound size are automatically adjusted, so that the old can watch larger captions and hear larger sound when watching (the caption amplifying effect can be realized only when the video content and the captions are divided into 2 independent files)
If the old user with age of 60+ is identified in the picture, the font size of the movie playing page is automatically increased to 1.3 times of the original font size, and the volume is automatically increased by 15 times
If the old user with age of 50+ is identified in the picture, the font size of the movie playing page is automatically increased to 1.2 times of the original font size, and the volume is automatically increased by 10 times
If the user with age of 40+ is identified in the picture, the font size of the movie playing page is automatically increased to 1.1 times of the original font size, and the volume is automatically increased by 5 times
At other ages, the size of the word and the sound are the original state and are not increased by default. Of course, after the invention realizes automatic adjustment, if necessary, the size of the character size and the sound can be manually adjusted in the setting process, and the size can be adjusted at any time through a remote controller.
Exemplary device
As shown in fig. 3, an embodiment of the present invention provides an apparatus for automatically adjusting and processing a television font size sound, the apparatus including:
an image acquisition module 510, configured to acquire and obtain an image of a television viewer;
a face recognition module 520, configured to perform face recognition on the collected viewer image to identify a face image;
an age judging module 530, configured to identify an age stage of the pre-estimated viewer according to the identified face image;
and the font size and sound size adjusting module 540 is configured to call a preset television font size value and a preset sound value corresponding to the age stage according to the identified age stage of the viewer, and automatically adjust the television display font size and the sound size.
Based on the above embodiment, the present invention further provides an intelligent terminal, and a schematic block diagram thereof may be as shown in fig. 4. The intelligent terminal comprises a processor, a memory, a network interface, a display screen and a camera which are connected through a system bus. Wherein, the processor of the intelligent terminal is used for providing calculation and control capability. The memory of the intelligent terminal comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The network interface of the intelligent terminal is used for being connected and communicated with an external terminal through a network. The computer program is executed by a processor to realize an automatic adjusting processing method of television font size sound. The display screen of the intelligent terminal can be a liquid crystal display screen or an electronic ink display screen, and the camera of the intelligent terminal is arranged in the intelligent terminal in advance and used for collecting images of television viewers.
It will be understood by those skilled in the art that the block diagram shown in fig. 4 is only a block diagram of a part of the structure related to the solution of the present invention, and does not constitute a limitation to the intelligent terminal to which the solution of the present invention is applied, and a specific intelligent terminal may include more or less components than those shown in the figure, or combine some components, or have a different arrangement of components.
In one embodiment, an intelligent terminal is provided that includes a memory, and one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by the one or more processors, the one or more programs including instructions for:
presetting and storing the font size value and the sound value corresponding to the viewers in different age stages;
acquiring and obtaining an image of a television viewer;
carrying out face recognition on the collected viewer image to recognize a face image;
identifying the age stage of the pre-estimated viewer according to the identified face image;
and calling a preset television word size value and a preset sound value corresponding to the age stage according to the identified age stage of the viewer, and automatically adjusting the television display word size and the sound size.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, databases, or other media used in embodiments provided herein may include non-volatile and/or volatile memory. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), Double Data Rate SDRAM (DDRSDRAM), Enhanced SDRAM (ESDRAM), Synchronous Link DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).
In summary, the present invention discloses a method, an apparatus, an intelligent terminal and a storage medium for automatically adjusting and processing a television font and size sound, wherein the method comprises: the camera collects images of a television viewer; recognizing a human face from the collected viewer image; after the face is recognized, judging the age of the viewer; after the age of the viewer is identified, the size of the font sound is automatically adjusted. The invention adds new functions to the smart television: has automatic regulation of TV font and size. The television can adjust proper font size and sound according to the ages of different users, and the old can watch larger subtitles and hear larger sound when watching; providing convenience for the user.
It is to be understood that the invention is not limited to the examples described above, but that modifications and variations may be effected thereto by those of ordinary skill in the art in light of the foregoing description, and that all such modifications and variations are intended to be within the scope of the invention as defined by the appended claims.
Claims (10)
1. A method for automatically adjusting and processing television font and size sound is characterized by comprising the following steps:
acquiring and obtaining an image of a television viewer;
carrying out face recognition on the collected viewer image to recognize a face image;
identifying the age stage of the pre-estimated viewer according to the identified face image;
and calling a preset television word size value and a preset sound value corresponding to the age stage according to the identified age stage of the viewer, and automatically adjusting the television display word size and the sound size.
2. The method of claim 1, wherein the step of capturing images of the viewer of the television comprises:
character size values and sound values corresponding to viewers in different age stages are configured in advance and stored.
3. The method of claim 1, wherein the step of capturing images of the viewer of the television comprises:
an age judgment model for carrying out corresponding age estimation according to different human faces is established and trained in advance.
4. The method of claim 1, wherein the step of capturing the image of the viewer comprises:
and collecting the image of the television viewer through the camera.
5. The method of claim 1, wherein the step of performing face recognition on the captured viewer image comprises:
and carrying out face recognition on the collected viewer image, and recognizing all faces in the image.
6. The method of claim 1, wherein the step of identifying the age stage of the pre-estimated viewer based on the identified face image comprises:
according to the recognized face images, judging the ages one by one;
and inputting the recognized wrinkle information data, gloss information data, white hair information data and pouch information data of each face into a pre-trained age judgment model, calculating the approximate age of each face, and finishing the stage of recognizing and estimating the age of the viewer.
7. The method as claimed in claim 1, wherein the step of calling the preset tv font size value and sound value corresponding to the age stage according to the age stage of the identified viewer, and automatically adjusting the tv display font size and sound size comprises:
when the age stage of the identified viewer is 60+ old users, the word size of the movie playing page is automatically adjusted to be automatically increased to 1.3 times of the original word size, and the volume is automatically increased by 15 on the basis of the original volume;
when the identified age stage of the viewer is 50-59 old users, automatically adjusting the font size of the movie playing page to be increased to 1.2 times of the original font size, and automatically increasing the volume by 10 on the basis of the original volume;
when the identified age stage of the viewer is 40-49 years old, automatically adjusting the font size of the movie playing page to be increased to 1.1 times of the original font size, and automatically increasing the volume by 5 on the basis of the original volume;
when the identified viewer is in the age stage of 40 or less, the word size and the sound size are controlled to be in the original state, and default is not increased.
8. An apparatus for automatically adjusting and processing TV font and size sound, the apparatus comprising:
the image acquisition module is used for acquiring and acquiring the image of the television viewer;
the face recognition module is used for carrying out face recognition on the collected viewer image to recognize a face image;
the age judging module is used for identifying the age stage of the pre-estimated viewer according to the identified face image;
and the word size and sound size adjusting module is used for calling a preset television word size value and a preset sound value corresponding to the age stage according to the identified age stage of the viewer, and automatically adjusting the television display word size and the sound size.
9. An intelligent terminal comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory, and wherein the one or more programs being configured to be executed by the one or more processors comprises instructions for performing the method of any of claims 1-7.
10. A non-transitory computer readable storage medium having instructions therein, which when executed by a processor of an electronic device, enable the electronic device to perform the method of any one of claims 1-7.
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| CN113038257A (en) * | 2021-02-19 | 2021-06-25 | 深圳创维－Rgb电子有限公司 | Volume adjusting method and device, smart television and computer readable storage medium |
| WO2022179046A1 (en) * | 2021-02-26 | 2022-09-01 | 深圳壹账通智能科技有限公司 | Facial recognition method and apparatus, computer device, and storage medium |
| CN113297953A (en) * | 2021-05-21 | 2021-08-24 | 北京读我网络技术有限公司 | Information processing method, device, electronic equipment and storage medium |
| CN113490056A (en) * | 2021-07-07 | 2021-10-08 | 武汉申子仟电子商务有限公司 | Short video playing processing method and system based on mobile terminal and computer storage medium |
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Application publication date: 20210202 |