CN106527945A - text information extraction method and device - Google Patents
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- CN106527945A CN106527945A CN201610986535.XA CN201610986535A CN106527945A CN 106527945 A CN106527945 A CN 106527945A CN 201610986535 A CN201610986535 A CN 201610986535A CN 106527945 A CN106527945 A CN 106527945A
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- 238000000605 extraction Methods 0.000 title claims abstract description 35
- 238000000034 method Methods 0.000 claims abstract description 27
- 238000013519 translation Methods 0.000 claims description 27
- 230000010365 information processing Effects 0.000 abstract description 2
- 230000009471 action Effects 0.000 description 9
- 230000008569 process Effects 0.000 description 6
- 230000006870 function Effects 0.000 description 4
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 239000000284 extract Substances 0.000 description 3
- 238000012015 optical character recognition Methods 0.000 description 3
- 230000008859 change Effects 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0487—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser
- G06F3/0488—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser using a touch-screen or digitiser, e.g. input of commands through traced gestures
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/40—Processing or translation of natural language
- G06F40/58—Use of machine translation, e.g. for multi-lingual retrieval, for server-side translation for client devices or for real-time translation
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Abstract
The invention is suitable for the field of information processing, and provides a text information extraction method and a text information extraction device, wherein the method comprises the following steps: acquiring and displaying an original image of a target article; receiving a positioning instruction input by touch on the original image; determining a target area according to the positioning instruction; performing text recognition on the target area; and if the text information is recognized from the target area, outputting the recognized text information. The device comprises: the system comprises an image acquisition unit, an instruction receiving unit, a positioning unit, a text recognition unit and a text output unit. According to the invention, the mobile terminal can quickly determine the target area according to the positioning instruction input by the user in the original image containing the target article in a touch manner, and the continuous acquisition of text information in different target areas is realized. By the scheme of the invention, the acquisition efficiency of the text information is effectively improved, and the fluency of user operation is also improved.
Description
Technical field
The present invention relates to technical field of information processing, and in particular to a kind of text message extracting method and device.
Background technology
With the popularization and development of mobile terminal, the learning style of people also with change, especially in languages such as English study
In terms of speech study, user is not more to be manually entered word using electronic dictionary, but using in mobile terminal such as mobile phone
Learning tool is opened photographic head and goes to scan word, using image recognition technology, by cell phone so that fixed light in screen
Mark navigates to the word and carries out the extraction and translation of the word.But, utilize this traditional approach continuously to search as user
When occurring in the word of different rows or paragraph in article, it is necessary to continuous moving mobile phone so that the photographic head alignment of mobile phone is next
Word, realizes moving to the fixed cursor in screen from previous word with this and re-start positioning at latter word,
Efficiency and fluency when causing user operation it is low.
The content of the invention
Embodiments provide a kind of text message extracting method and device, it is intended to simplify the step for extracting text message
Suddenly, efficiency and the fluency of user operation are lifted.
The first aspect of the embodiment of the present invention, there is provided a kind of extracting method of text message, methods described include：
Obtain the original image of simultaneously display target article；
Receive the positioning instruction of the touch input on the original image；
Target area is determined according to the positioning instruction；
Text identification is carried out to the target area；
If text message is recognized from the target area, export the text message for recognizing.
The second aspect of the embodiment of the present invention, there is provided a kind of extraction element of text message, the extraction of the text message
Device includes：
Image acquisition unit, for obtaining the original image of simultaneously display target article；
Instruction reception unit, for receiving the positioning of touch input on the original image obtained in described image acquiring unit
Instruction；
Positioning unit, the positioning instruction for being received according to the instruction reception unit determine target area；
Text identification unit, for carrying out text identification to the target area that the positioning unit determines；
Text output unit, for when the text identification unit recognizes text message from the target area,
The text message that output is recognized.
Therefore, in embodiments of the present invention, after the simultaneously original image of display target article is obtained, receive described
The positioning instruction of touch input on original image, and target area is determined according to the positioning instruction, then to the target area
Domain carries out text identification, if it is possible to recognize text message from the target area, then export the text envelope for recognizing
Breath.Allow mobile terminal according to the positioning instruction of user's touch input in original image, quickly determine target area,
And realize continuously acquiring different target region Chinese version information.Relative to needing in prior art continually, cell phone is
Can realize continuously acquiring text message, the embodiment of the present invention is more convenient, improves the acquisition efficiency of text message,
Also improve the fluency of user operation.
Description of the drawings
For the technical scheme being illustrated more clearly that in the embodiment of the present invention, below will be to making needed for embodiment description
Accompanying drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the present invention, for
For those of ordinary skill in the art, without having to pay creative labor, can be obtaining which according to these accompanying drawings
His accompanying drawing.
Fig. 1 is the flowchart of the extraction text message method that the embodiment of the present invention one is provided；
Fig. 2 is the structured flowchart of the extraction text message device that the embodiment of the present invention two is provided.
Specific embodiment
For enabling goal of the invention of the invention, feature, advantage more obvious and understandable, below in conjunction with the present invention
Accompanying drawing in embodiment, is clearly and completely described to the technical scheme in the embodiment of the present invention, it is clear that described reality
It is only a part of embodiment of the invention to apply example, and not all embodiments.Based on the embodiment in the present invention, the common skill in this area
The every other embodiment obtained under the premise of creative work is not made by art personnel, belongs to the model of present invention protection
Enclose.
In embodiments of the present invention, after the simultaneously original image of display target article is obtained, receive in the original image
The positioning instruction of upper touch input, and target area is determined according to the positioning instruction, style of writing is entered to the target area then
This identification, if it is possible to recognize text message from the target area, then export the text message for recognizing.So that moving
Dynamic terminal can quickly determine target area according to the positioning instruction of user's touch input in original image, and realize it is right
Different target region Chinese version information is continuously acquired.
It is described in detail below in conjunction with realization of the specific embodiment to the present invention：
Embodiment one
Fig. 1 shows that the text message extracting method that the embodiment of the present invention one is provided realizes flow process, and details are as follows：
In step S101, the original image of simultaneously display target article is obtained.
In embodiments of the present invention, the original graph comprising target article can be obtained by way of photographic head captured in real-time
Picture, such as after being startup camera function, by the original image of photographic head real-time capture target article.Or, in step
In S101, it is also possible to actively or passively obtain the original image comprising target article from miscellaneous equipment；Or, in step S101
In, it is also possible to the original image comprising target article is obtained from image library；Or, in step S101, can be with from mutual
The original image comprising target article is obtained in the way of downloading in networking, is not construed as limiting herein.Getting target article
After original image, the original image of above-mentioned target article is shown in Touch screen.
In step s 102, receive the positioning instruction of the touch input on above-mentioned original image.
In embodiments of the present invention, text message extraction element will receive user touch input positioning instruction, it is above-mentioned
Positioning instruction includes the coordinates regional that the touch action information that user carried out in Touch screen and touch action occur.
Specifically, the touch input mode of above-mentioned positioning instruction including but not limited to it is following more than one：Slide touch with
And point touching；Wherein point touching includes again clicking touch, double-clicks touch and long by touch.
In step s 103, target area is determined according to above-mentioned positioning instruction.
In embodiments of the present invention, the touch that can be carried out in Touch screen according to the user included in above-mentioned positioning instruction
The coordinate information that action message and touch action occur, determines target area.
In a kind of application function scene, instruction of the above-mentioned positioning instruction specifically by slip touch input, Ye Jishang
The touch action information that stating user in positioning instruction is carried out is designated as sliding and touches, then step S103 can specifically show as：Will
The region touched when being input into by above-mentioned positioning instruction is defined as target area.Specifically, can slide touch occur during,
Detect every Preset Time and record the coordinate of lower slider touch action generation, and touched when thus be input into positioning instruction
Region is defined as target area, is realized to phrase, sentence or paragraph in the way of saving text message extraction element resource
Target-region locating.
In another kind of application scenarios, the instruction that above-mentioned positioning instruction is input into specifically by point touching, namely it is above-mentioned
The touch action information that user is carried out in positioning instruction is designated as point touching, then step 103 can specifically show as：Will be default
The rectangular area of size is defined as target area, and wherein, the center position of above-mentioned rectangular area is input into for above-mentioned positioning instruction
When the position that is located of the touch point that touched.Specifically, can record the touch point institute touched when lower point touching event occurs
Coordinates regional, and centered on this coordinates regional, the rectangular area of default size is defined as into target area, it is right to realize
The target-region locating of word or phrase.
Further, after target area is determined, can be so that text box favored area be presented in Touch screen by target
Whether region is selected, to point out user and make the target area that user determines that text message extraction element is positioned correct.
In step S104, text identification is carried out to above-mentioned target area.
In embodiments of the present invention, text message extraction element will carry out text identification to above-mentioned target area.Above-mentioned text
The object of this identification can be the sentence or paragraph of single word, or multiple words composition.Further, it is above-mentioned
The object of text identification can be Chinese, or English and other spoken and written languages, or can mix several language
The text of word.Further, the object of above-mentioned text identification can be that handwriting or machine beat word.Specifically, exist
Can be using optical character recognition (OCR, Optical Character Recognition) technology to step in step S104
The target area that S103 determines carries out text identification.Certainly, step S104 can also be using other text recognition techniques to step
The target area that S103 determines carries out text identification, is not construed as limiting herein.
In step S105, if text message is recognized from above-mentioned target area, export the text message for recognizing.
In embodiments of the present invention, when text message is recognized from above-mentioned target area, then by the text for recognizing
Information output, and can immediately, wait Preset Time or wait predeterminable event occur after, terminate this instruction cycle, wait
The positioning instruction of user's touch input next time.The text message of step S105 output enters in being directly output to document files
Row storage, it is also possible to export to pending area, wait is further processed.If the user desired that in the original of same target article
Proceed to take word on image, then now user need not move or adjust, only need to return S102 and continue the flow process.When
So, if the user desired that when on other target article carrying out taking word, then carrying out word required for needing to reacquire and carrying
The original image of the target article for taking, now, when user needs to carry out next text to take word, need to return S101 and continue should
Flow process.Realize carrying out the text in different ranks the operation of continuous extraction with this.
Alternatively, after step S105, also comprise the steps：
Above-mentioned text message is translated as into default object language, will step S105 output text message be translated as it is pre-
If object language.
Wherein, text message extraction element, can also further to above-mentioned text message after above-mentioned text message is exported
Process, above-mentioned process includes：Above-mentioned text message is translated as into default object language, language is desired with to adapt to user
The needs of study；
Alternatively, after the above-mentioned text message by the output of step S105 is translated as default object language, also include
Following step：
Show above-mentioned text message and translation result, i.e. the text message of step display S105 outputs and by text information
The translation result obtained after being translated as default object language.
Wherein, above-mentioned text message and translation result can be shown in the locking of the designated area of Touch screen.The locking shows
Show the above-mentioned text message of the display that will be continued for and translation result, until the next positioning instruction for receiving user just releases lock
It is fixed, ensure that with this user has sufficient Understanding Time and digests resulting text message and translation result.Certainly, above-mentioned
After the text message that step S105 is exported is translated as default object language, it is also possible to only show above-mentioned translation result and not
The text message of step display S105 outputs, is not construed as limiting herein.
Alternatively, default target is translated as in the text message of above-mentioned step display S105 outputs and by text information
After the translation result obtained after language, also comprise the steps：
Above-mentioned text message and/or translation result is played, that is, plays text message and/or the text of the output of step S105
The translation result that information is obtained after being translated as default object language.
Wherein, after the above-mentioned text message of above-mentioned display and translation result, can also further to above-mentioned text message and
Translation result is processed, including：Play above-mentioned text message and/or translation result.For example, the text envelope for step S105 being exported
Breath and/or above-mentioned translation result are converted into voice messaging, play automatically the voice messaging afterwards.Specifically, can be by text
After the speaker that this information extracting device is carried is played the voice messaging, or inserts an earphone into earphone jack, by ear
The voice messaging is put in machine sowing, can also be that being wirelessly transmitted to wireless sound box or other ANTENNAUDIO playback equipments plays, and passes through
Wireless audio devices play the voice messaging, the correct reading of text after allowing users to understand urtext and/or translation with this
Sound, contributing to user preferably carries out the verbal learning of language in daily life.
Alternatively, before step S104, also comprise the steps：
Whether the target area that detecting step S103 determines can carry out text identification；If the target area that step S103 determines
Domain cannot carry out text identification, then receive again the positioning of touch input on the original image got in step S101 and refer to
Order, and reorientation is carried out to target area according to the above-mentioned positioning instruction for receiving again
Wherein, when the target area that step S103 determines can carry out text identification, then carry out next step S104；When
When the target area that step S103 determines can not carry out text identification, then return to step S102, is received again in step S101
In on the original image that gets touch input positioning instruction, and new mesh is determined according to the above-mentioned positioning instruction for receiving again
Mark region.It is alternatively possible in the form of showing error message on screen, remind user to re-start touch input positioning and refer to
Order operation, with this so that user imprudence or mistake by white space or other be defined as not comprising regions of word
During target area, mistake can be timely found, it is to avoid text message extraction element wastes excessive resource in text identification,
And remind user to carry out the reorientation of target area, the time of user has been saved, the operating efficiency of user has further been improved.
It should be noted that the text message extraction element referred in the embodiment of the present invention specifically can be in the way of software
The mode of (form of such as App) and/or hardware is integrated in mobile terminal, and (such as smart mobile phone, panel computer, learning machine etc. are eventually
End) in.
Therefore, in the present embodiment, can be operated according to the positioning instruction of touch input, in the original of target article
Quickly positioned on image, and carried out the continuous extraction of text message, can solve user well is needed continually to move
Mobile phone could realize the problem for continuously acquiring to text message, bring user more smooth operating experience, saved user
Continuous time when extracting text, improve efficiency when user continuously extracts text.Further, as user is obtaining mesh
There is number of ways during the original image of mark article so that by photographic head, user not only can realize that real-time text information is extracted,
In the case of limited time first target article can be taken pictures and be preserved simultaneously, when user in the future has the time idle,
The original photo for opening the target article of preservation again carries out text message extraction, and the picture that downloaded from the Internet can also be entered
Row Word Input, recognizes word typing again without the need for user oneself, facilitates the operation of user, save the time of user.
One of ordinary skill in the art will appreciate that all or part of step in realizing above-described embodiment method can be
Instruct related hardware to complete by program, corresponding program can be stored in a computer read/write memory medium,
Described storage medium, such as ROM/RAM, disk or CD etc..
Embodiment two
Fig. 2 shows the concrete structure block diagram of the text message extraction element that the embodiment of the present invention two is provided, for the ease of
Illustrate, illustrate only the part related to the embodiment of the present invention.Text information extracting device 2 includes：Image acquisition unit 21,
Instruction reception unit 22, positioning unit 23, text identification unit 24, text output unit 25.
Wherein, image acquisition unit 21, for obtaining the original image of simultaneously display target article；
Instruction reception unit 22, for receiving touch input on the original image obtained by above-mentioned image acquisition unit 21
Positioning instruction；
Positioning unit 23, the positioning instruction for being received according to above-mentioned instruction reception unit 22 determine target area；
Text identification unit 24, for carrying out text identification to the target area that above-mentioned positioning unit 23 determines；
Text output unit 25, for recognizing text message when above-mentioned text identification unit 24 from above-mentioned target area
When, export the text message for recognizing.
Alternatively, above-mentioned text message extraction element 2 also includes：
Translation unit, for being translated as default object language by the text message that above-mentioned text output unit 25 is exported.
Alternatively, above-mentioned text message extraction element 2 also includes：
Text display unit, for showing the text message and above-mentioned translation unit base of the above-mentioned output of text output unit 25
In the translation result that the translation of above-mentioned text message is obtained.
Alternatively, above-mentioned text message extraction element 2 also includes：
Text broadcast unit, for playing the text message and/or above-mentioned translation list of the above-mentioned output of text output unit 25
Unit obtains translation result based on the translation of above-mentioned text message.
Alternatively, above-mentioned text message extraction element 2 also includes：
Text identification detector unit, for detecting whether the target area that above-mentioned positioning unit 23 determines can carry out text
Identification；
When above-mentioned text identification detector unit, text identification control unit, for detecting that above-mentioned positioning unit 23 is determined
Target area when cannot carry out text identification, notify that above-mentioned instruction reception unit 22 is received again by above-mentioned image acquisition unit
Again the positioning instruction of touch input on 21 original images for getting, and notify that above-mentioned positioning unit 23 is connect according to above-mentioned instruction
The positioning instruction that receipts unit 22 is received again carries out reorientation to target area.
Specifically, above-mentioned positioning unit 23 is used for：When the positioning instruction that above-mentioned instruction reception unit 22 is received is to pass through
During the instruction of slip touch input, the region touched when above-mentioned positioning instruction is input into is defined as target area.
Specifically, above-mentioned positioning unit 23 is used for：When the positioning instruction that above-mentioned instruction reception unit 22 is received is to pass through
During the instruction of point touching input, the rectangular area of default size is defined as into target area, wherein, in above-mentioned rectangular area
The position that the touch point that heart point position is touched when being input into by above-mentioned positioning instruction is located.
It should be noted that text message extraction element in the embodiment of the present invention specifically can in the way of software (example
The such as form of App) and/or the mode of hardware be integrated in mobile terminal (such as terminal such as smart mobile phone, panel computer, learning machine)
In.
It should be understood that during the text message extraction element in the embodiment of the present invention can be used for realizing said method embodiment
Whole technical schemes, the function of its each functional module can be implemented according to the method in said method embodiment, its tool
Body realizes that process can refer to the associated description in above-described embodiment, and here is omitted.
Therefore, text message extraction element in the present embodiment can be grasped according to the positioning instruction of touch input
Make, quickly positioned on the original image of target article, and carry out the continuous extraction of text message, can be solved well
User needs continually cell phone realize the problem for continuously acquiring to text message, brings user more smooth behaviour
Experience, saved time when user continuously extracts text, improve efficiency when user continuously extracts text.
It should be noted that in several embodiments provided herein, it should be understood that disclosed device and side
Method, can be realized by another way.For example, device embodiment described above is only schematic, for example, above-mentioned
The division of unit, only a kind of division of logic function can have other dividing mode, such as multiple units when actually realizing
Or component can with reference to or be desirably integrated into another system, or some features can be ignored, or not perform.It is another, institute
The coupling each other for showing or discussing or direct-coupling or communication connection can be by some interfaces, device or unit
INDIRECT COUPLING or communication connection, can be electrical, mechanical or other forms.
For aforesaid each method embodiment, for easy description, therefore which is all expressed as a series of combination of actions, but
It is that those skilled in the art should know, the present invention is not limited by described sequence of movement, because according to the present invention, certain
A little steps can adopt other orders or while carry out.Secondly, those skilled in the art should also know, be retouched in description
The embodiment stated belongs to preferred embodiment, and involved action and module might not all be necessary to the present invention.
In the above-described embodiments, the description to each embodiment all emphasizes particularly on different fields, and does not have the portion described in detail in certain embodiment
Point, may refer to the associated description of other embodiments.
Be more than to a kind of preferred embodiment provided by the present invention, for one of ordinary skill in the art, according to
According to the thought of the embodiment of the present invention, will change in specific embodiments and applications, to sum up, in this specification
Appearance should not be construed as limiting the invention.
Claims (10)
1. a kind of text message extracting method, it is characterised in that the text message extracting method includes：
Obtain the original image of simultaneously display target article；
Receive the positioning instruction of the touch input on the original image；
Target area is determined according to the positioning instruction；
Text identification is carried out to the target area；
If text message is recognized from the target area, export the text message for recognizing.
2. text message extracting method as claimed in claim 1, it is characterised in that the text message that the output is recognized,
Also include afterwards：
The text message is translated as into default object language.
3. text message extracting method as claimed in claim 2, it is characterised in that it is described the text message is translated as it is pre-
If object language, also include afterwards：
Show the text message and translation result.
4. the text message extracting method as described in any one of claims 1 to 3, it is characterised in that the positioning instruction is concrete
It is the instruction by slip touch input；
It is described that target area is determined according to the positioning instruction, including：
The region touched when the positioning instruction is input into is defined as target area.
5. the text message extracting method as described in any one of claims 1 to 3, it is characterised in that the positioning instruction is concrete
It is the instruction being input into by point touching；
It is described that target area is determined according to the positioning instruction, including：
The rectangular area of default size is defined as into the target area, wherein, the center position of the rectangular area is institute
State the position that the touch point touched when positioning instruction is input into is located.
6. a kind of text message extraction element, it is characterised in that the text message extraction element includes：
Image acquisition unit, for obtaining the original image of simultaneously display target article；
Instruction reception unit, the positioning for receiving touch input on the original image obtained in described image acquiring unit refer to
Order；
Positioning unit, the positioning instruction for being received according to the instruction reception unit determine target area；
Text identification unit, for carrying out text identification to the target area that the positioning unit determines；
Text output unit, for when the text identification unit recognizes text message from the target area, exporting
The text message for recognizing.
7. a kind of text message extraction element as claimed in claim 6, it is characterised in that the text message extraction element is also
Including：
Translation unit, for being translated as default object language by the text message that the text output unit is exported.
8. a kind of text message extraction element as claimed in claim 7, it is characterised in that the text message extraction element is also
Including：
Text display unit, for showing the text message and the translation unit of the text output unit output based on described
The translation result that text message translation is obtained.
9. a kind of text message extraction element as described in any one of claim 6 to 8, it is characterised in that the positioning unit
Specifically for：When the positioning instruction that the instruction reception unit is received is the instruction by slip touch input, will be described
The region touched when being input into by positioning instruction is defined as target area.
10. a kind of text message extraction element as described in any one of claim 6 to 8, it is characterised in that the positioning unit
Specifically for：When the positioning instruction that the instruction reception unit is received is the instruction being input into by point touching, will be default
The rectangular area of size is defined as the target area, and wherein, the center position of the rectangular area is the positioning instruction
The position that the touch point touched during input is located.
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| CN201610986535.XA CN106527945A (en) | 2016-11-09 | 2016-11-09 | text information extraction method and device |
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Cited By (12)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN107729897A (en) * | 2017-11-03 | 2018-02-23 | 成都野望数码科技有限公司 | A kind of text maninulation method, apparatus and terminal |
| CN107885449A (en) * | 2017-11-09 | 2018-04-06 | 广东小天才科技有限公司 | Photographing search method and device, terminal equipment and storage medium |
| CN108052897A (en) * | 2017-12-12 | 2018-05-18 | 广东小天才科技有限公司 | Paraphrasing method and device and electronic equipment |
| CN108319592A (en) * | 2018-02-08 | 2018-07-24 | 广东小天才科技有限公司 | Translation method and device and intelligent terminal |
| CN111176540A (en) * | 2019-11-27 | 2020-05-19 | 云知声智能科技股份有限公司 | Character extraction method and device |
| CN111897473A (en) * | 2020-07-28 | 2020-11-06 | 惠州Tcl移动通信有限公司 | Information extraction method and device of terminal, storage medium and terminal |
| CN112132003A (en) * | 2020-09-18 | 2020-12-25 | 北京搜狗科技发展有限公司 | Data processing method and device and recording equipment |
| CN112817514A (en) * | 2021-01-25 | 2021-05-18 | 维沃移动通信（杭州）有限公司 | Content extraction method and device |
| CN113157194A (en) * | 2021-03-15 | 2021-07-23 | 合肥讯飞读写科技有限公司 | Text display method, electronic device and storage device |
| CN113255389A (en) * | 2020-12-18 | 2021-08-13 | 深圳怡化电脑股份有限公司 | Image recognition method and device, electronic equipment and storage medium |
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| CN113157194B (en) * | 2021-03-15 | 2023-08-08 | 合肥讯飞读写科技有限公司 | Text display method, electronic equipment and storage device |
| WO2024183372A1 (en) * | 2023-03-06 | 2024-09-12 | 荣耀终端有限公司 | Text recognition method based on terminal device, and device and storage medium |
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