KR101951706B1 - Method, and apparatus for increasing the readability of the image type contents - Google Patents

Abstract

The present invention relates to a method and apparatus for extracting characters in an image from an image in the form of an image and converting the image into a format in which the size can be adjusted, classifying the text and the image into one or more categories, And more particularly, to a system, apparatus, and method for improving readability of image-type content that can improve readability by adjusting the size of text by category.

Description

BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an apparatus and a method for improving the readability of image-

The present invention relates to a system, an apparatus, and a method for improving the readability of an image-type content that can improve readability by adjusting the size of an image or a text according to a device specification of an image device in accordance with device specifications.

2. Description of the Related Art In recent years, portable terminal devices have been rapidly increasing, and functions of portable terminal devices have been greatly diversified and their data processing performance has been remarkably improved. However, since the portable terminal device has been used for a conventional voice call, an environment in which the portable terminal device is to be used as a multimedia data terminal has already been equipped in hardware due to improvement of function and performance of the portable terminal device and development of communication network , Most of the users are using only a simple mobile phone and have not fully utilized the function of the information terminal.

For example, when viewing contents such as electronic publications through the portable terminal device, various problems may occur due to the limitation of the screen size of the portable terminal device. More specifically, when a chart, a graph, or the like is inserted in an image form in the content, an image is provided in accordance with the resolution of the portable terminal apparatus. In this case, since the screen of the portable terminal apparatus is small, There is a problem that the characters in the image are crushed and not properly displayed even if the image is enlarged.

Korean Patent Laid-Open No. 10-2008-0050627, published on June 09, 2008 (name: method and system for displaying information on a mobile terminal)

SUMMARY OF THE INVENTION It is an object of the present invention to extract characters in an image and convert them into a format that can be adjusted in size in order to improve readability of contents provided in an image form, And a system, an apparatus and a method for improving the readability of an image-type content that can improve the readability by adjusting the size of each category according to the specification of the apparatus.

According to an aspect of the present invention, there is provided a method of extracting characters from a content and converting the extracted characters into text, dividing the remaining regions into a plurality of images based on sizes, Text and a plurality of images into one or more categories, reconstructing the contents into contents composed of a plurality of divided images and texts, adjusting the size of each category according to device specifications of the terminal, Device; And a terminal device for requesting the service device to provide the specific content and receiving the reconstructed content from the service device and outputting the reconstructed content to the user.

In the image readability enhancement system of the present invention, the service apparatus is implemented as one or more servers operating on a cloud computing basis.

According to an aspect of the present invention, there is provided a method of extracting characters from image-based content, converting the extracted characters into text, separating the remaining areas into a plurality of images on the basis of size, A control unit for dividing the content into at least one category, reconstructing the content into content composed of a plurality of divided images and texts, and adjusting the size of each category according to a device specification of the terminal device; And an output unit for outputting the contents, which are reconfigured and have been adjusted in size of images and text, to a user.

In the terminal device of the present invention, the control unit may further include a character recognition conversion module for recognizing the characters in the image-type content and converting the recognized characters into text.

In the terminal device of the present invention, the character recognition conversion module recognizes a character using the OCR function and converts the recognized character into text.

In the terminal device of the present invention, the control unit may further include a keyword extraction module for extracting a keyword from the text converted by the character recognition conversion module.

In the terminal device of the present invention, the control unit may further include an image and text classification module for classifying the converted text of the content and the plurality of images into one or more categories based on size.

In the terminal device of the present invention, the image and text classification module classifies the image into one or more categories based on the longest horizontal length of the text end.

In the terminal device of the present invention, the image and text classification module classifies text into one or more categories based on the number of keywords extracted by the keyword extraction module.

In the terminal device of the present invention, when the text and the text classification module classify the text based on the size, if there is no stage having the largest character size other than the text stage classified into the large title, Compared to a plurality of text levels, the text level is classified into small titles when there are texts with different fonts, different colors, underlines, bold text, and italics.

In the terminal device of the present invention, the control unit may further include a format conversion module for reconstructing the content into content composed of a plurality of divided images and texts.

In the terminal device of the present invention, the control section may further include a display control module for adjusting the size of each category according to a device specification of the terminal device.

The terminal apparatus of the present invention may further include an input unit for inputting a user's request for providing improved readability of image-type content.

The terminal device of the present invention may further include a storage unit for storing one or more contents.

In the terminal device of the present invention, the output unit may further include display means for outputting the content to a screen.

The present invention provides, as means for solving the problems, an authentication unit for authenticating a service use right of a user; And an authentication unit for extracting a character from the content of the image form and converting the text into text, dividing the remaining area into a plurality of images based on the size, A service is provided in which contents are divided into one or more categories and then the contents are reconstructed into contents composed of a plurality of divided images and texts and the content is provided to the terminal devices by adjusting the sizes according to the device specifications of the terminal devices And a service unit.

The service apparatus of the present invention may further include a storage unit for storing image-type content and reconstructed content.

According to an aspect of the present invention, there is provided a service providing method comprising: receiving a request for content in image form from a user; Extracting a character and converting the extracted character into text if the character of the image exists in the content; Extracting a keyword from each of the plurality of converted texts; Classifying the text into at least one category such as a title and a body according to the degree of keyword inclusion, as a unit of text; Classifying the remaining regions other than the character into a plurality of images based on the size; Reconstructing the contents into contents composed of a plurality of separated images and text; And adjusting the size of the reconstructed contents according to the device specifications of the terminal device and providing the reconstructed contents to the terminal device.

In the method for improving the readability of the image content of the present invention, the step of classifying the converted plurality of texts into a plurality of categories according to the character size, .

A method of providing improved readability of content in an image form of the present invention includes classifying a plurality of converted texts into a plurality of categories according to a character size and classifying the remaining texts into fonts, , Bold text, italics, and the like.

In the method of providing improved readability of content of an image format according to the present invention, the step of classifying remaining regions other than characters into one or more categories based on size is based on the longest length of the widths of the text ends .

In the method for improving the readability of the image content of the present invention, the step of recognizing the character and converting it into text is characterized by using an OCR function.

In the method for improving readability of content of an image format of the present invention, the step of reconstructing the content into a plurality of divided images and texts is a step of converting the content into an XML format.

In the method of providing improved readability of content in the form of an image according to the present invention, the step of providing the content to the terminal device by adjusting the size of each category according to the device specification of the terminal device may be performed according to the resolution and size of the display device of the terminal device. Wherein the output size is adjusted for each category, the large image is adjusted to be small, the small image is adjusted to be large, and the text classified to the title is adjusted to be larger than the text classified to the main text. do.

The present invention further includes a step of re-adjusting the output size in consideration of the resolution of the display device of the terminal device when the user requests to adjust the size of the image or text from the user, .

Further, the present invention provides a computer-readable recording medium for executing the above-described method for providing improved readability of content in the form of an image.

According to another aspect of the present invention, there is provided an image processing method for converting text into text, converting the text into text, sorting the text into one or more categories, There is an effect that the readability of the content is improved by reconfiguring the content to convert the format.

FIG. 1 is a block diagram illustrating a configuration of a terminal device for improving readability of content in an image format according to a first embodiment of the present invention.
2 is a flowchart illustrating a method for improving readability of content in an image format according to the first embodiment of the present invention.
FIG. 3 is a block diagram illustrating a system for providing readability improvement of an image-type content according to a second embodiment of the present invention.
FIG. 4 is a block diagram illustrating a configuration of a service apparatus in a system for improving the readability of content in an image format according to a second embodiment of the present invention.
FIG. 5 is a flowchart illustrating a method for providing improved readability of content in an image format according to a second embodiment of the present invention.

Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the accompanying drawings. In the following description and the accompanying drawings, detailed description of well-known functions or constructions that may obscure the subject matter of the present invention will be omitted. It should be noted that the same constituent elements are denoted by the same reference numerals as possible throughout the drawings.

The terms and words used in the present specification and claims should not be construed as limited to ordinary or dictionary meanings and the inventor is not limited to the meaning of the terms in order to describe his invention in the best way. It should be interpreted as meaning and concept consistent with the technical idea of the present invention. Therefore, the embodiments described in the present specification and the configurations shown in the drawings are merely the most preferred embodiments of the present invention, and not all of the technical ideas of the present invention are described. Therefore, It is to be understood that equivalents and modifications are possible.

In the first embodiment of the present invention, it is possible to provide readability enhancement of content in the form of images based on a terminal device.

1 is a block diagram illustrating a configuration of a terminal device for providing improved readability of content in an image format according to a first embodiment of the present invention.

The terminal device 100 to which the present invention is applied may be various types of information processing apparatuses used by the user. For example, the terminal device 100 may be a personal computer (PC), a notebook computer, a mobile phone, a smart phone, a PDA (Personal Digital Assistants), a PMP (Portable Multimedia Player), or a DVB (Digital Video Broadcasting). Of course, this is merely an example, and it should be construed as a concept including a device that is currently developed, commercialized, or capable of all communication to be developed in the future, in addition to the above-described examples.

Referring to FIG. 1, a terminal device 100 according to the present invention includes an input unit 110, an output unit 120, a communication unit 130, a storage unit 140, and a control unit 150.

The input unit 110 is a means for generating a user input signal for controlling or operating the terminal device 100 according to a user's operation, and may be implemented by various types of input means. For example, the input unit 110 may include at least one of a key input unit, a touch input unit, a gesture input unit, and a voice input unit. The key input means generates a signal corresponding to the key according to the key operation, and corresponds to a keypad and a keyboard. The touch input means is a touch pad, a touch screen, and a touch sensor, which recognize an input operation by sensing a user's operation of touching a specific portion. The gesture input means recognizes a specific operation, such as a shaking or moving operation of the terminal device, an approach to the terminal device, a blinking operation, etc., as a specific input signal, such as a geomagnetic sensor, A sensor, a camera, an altimeter, a gyro sensor, and a proximity sensor.

The output unit 120 is an output means for displaying the operation status and the operation result of the terminal device 100. In the present invention, the format of the image format content or the readable content of the image format content of the present invention is improved. And outputs the content whose font size is adjusted in accordance with the device information of the terminal device 100 in use. The output unit 120 may be a display unit that outputs the content to a screen. For example, the output unit 120 may be an LCD (Liquid Crystal Display), a TFT-LCD (Thin Film Transistor-Liquid Crystal Display), an LED (Light Emitting Diodes), an OLED (Organic Light Emitting Diodes) Organic Light Emitting Diodes), a flexible display, and a three-dimensional display.

The communication unit 130 is a means for transmitting / receiving data to / from an external device via a network, and can be used for receiving the content from another external device. The communication unit 130 may be a communication unit such as a wireless LAN (WLAN), a Wi-Fi, a wireless broadband (WiBro), a WiMAX, a High Speed Downlink Packet Access (HSDPA) May be implemented in one or more of wireless communication (Bluetooth, Zigbee, Radio Frequency Identification (RFID), Infrared Data Association (UDA), Ultra Wideband (UWB), etc.) have.

The storage unit 140 is a means for storing data or programs necessary for operation of the terminal apparatus 100 and can basically store an operating program (OS) of the terminal apparatus 100 and one or more application programs. In addition, in the present invention, the storage unit 140 stores one or more contents 141 in the form of an image in which characters are embedded. Here, the contents 141 may exist in various types of files. The storage unit 140 may be any type of storage such as a RAM (Read Only Memory), a ROM (Read Only Memory), a hard disk (HDD), a flash memory, a CD- Media.

The control unit 150 controls the overall operation of the terminal device 100 and basically operates based on the operating program stored in the storage unit 140 to establish a basic platform environment of the terminal device 100, And provides an arbitrary function by executing the application program. In the present invention, when the content of the user is requested to be provided, the control unit 150 may display the character in the form of an image in a computer readable language And converts the format of the area other than characters and characters of the content so that the size of the character can be adjusted. At this time, images classified into regions other than characters and characters are classified into a plurality of categories based on the size or number of keywords. The reconstructed contents are adjusted in size according to the device specifications of the terminal device and output through the output unit 120. [

The control unit 150 controls at least one of the character recognition conversion module 151, the keyword extraction module 152, the image and text classification module 153, the format conversion module 154 and the display control module 155 .

The character recognition conversion module 151 extracts recognizable characters of the image type included in the content and converts the recognizable characters into computer readable text. At this time, the OCR function can be used to recognize the image type character. The OCR (Optical Character Reader) function refers to a device that reads characters engraved in a document using light, and is also called an optical character reader. It is often the case that a particular type of typed character is often read.

The keyword extraction module 152 extracts a keyword from the text converted by the character recognition conversion module 151. Extracted keywords can serve as a basis for classifying text into one or more categories.

In the case of the text converted by the character recognition conversion module 151, the image and text classification module 153 classifies the text and the text into a title, a small title, and a text based on a keyword or a character size according to a predetermined criterion. In the case of an image other than a character, the image is classified according to the image size. In the present invention, a large / small image can be classified based on the longest width of a text end.

The format conversion module 154 converts the text converted from the image form into a computer readable language and an area classified as an image into an area other than the extracted character as the font size of the text according to the device specification of the terminal device 100 To a new format that can be readjusted.

The display control module 155 can read and reconstruct the contents of the format converted by the format conversion module 154 in accordance with the device specification of the terminal device 100 in use so that the size of the text and the image can be read Recondition.

The character recognition conversion module 151, the keyword extraction module 152, the image and text classification module 153, the format conversion module 154 and the display control module 155 included in the control unit 150 May be implemented by software or hardware or a combination of software and hardware, for example, by being stored in the storage unit 140 in the form of a program and being executed by the control unit 150. [

The term 'module' refers to a hardware component such as software or a Field Programmable Gate Array (FPGA) or an Application Specific Integrated Circuit (ASIC), and the module performs certain roles. However, a module is not limited to software or hardware. A module may be configured to reside on an addressable storage medium and may be configured to execute one or more processors. Thus, by way of example, a module may include components such as software components, object-oriented software components, class components and task components, and processes, functions, attributes, procedures, Microcode, circuitry, data, databases, data structures, tables, arrays, and variables, as will be appreciated by those skilled in the art. The functionality provided by the components and modules may be combined into a smaller number of components and modules or further separated into additional components and modules.

The terminal device 100 including the above-described configuration extracts characters and converts the text and images into one or more categories so as to improve the readability with respect to image-shaped content, converts the format into one or more categories, And resizes the text and image according to the device specifications of the terminal device 100 and then provides the text and the image to the user. In addition, even when enlarged for a specific area, since the state is converted into a format that can be resized, the text can be clearly output without being broken or crushed.

2 is a flowchart illustrating a method for improving readability of content in an image format according to the first embodiment of the present invention.

Referring to FIG. 2, the terminal device 100 requests the user to output the specific content through the output unit 120 (S105). This can be done by the terminal apparatus 100 receiving the request from the user through the input unit 110. [

If there is a character capable of recognizing a character in an image form in the content requested to be output from the user (S110), the character capable of recognizing the character is extracted and converted into text which is a computer readable language (S130). At this time, OCR technology can be used as a technique for character recognition.

The converted text may be classified into one or more categories and the text size output from the terminal device 100 may be different for each category. In the present invention, classification of the text may be based on the number of keywords or the size of characters.

If it is desired to classify the text based on the number of keywords (S135), the keyword is extracted from the text (S140). The keyword may be extracted by the keyword extraction module 152, and the keyword may be extracted by comparing the word except for the search and the symbol with the dictionary.

In the present invention, in classifying text, the minimum unit that can be classified is a text end, and treats text written on the same line as one end. That is, the text end refers to a text area having a single space with a space at the top and bottom.

In the case of the text used as the title, since the sentence is short and the number of keywords is small, the text end having the least keyword is classified into the title (S145) and the title (S150) The lowest level of text is classified into a small title (S155) (S160). In addition, the paragraphs that are not classified as titles or small titles are classified into texts (S165).

As described above, the text can be classified based on the character size without referring to the number of keywords. If the size of a text is larger than other characters, it is used as a title. Therefore, a text end having the longest character length is classified into (S170) to (S150). In addition, in step S160, a text end having the longest character length, that is, the next largest character size is classified into a small title in step S175, in addition to a text end on a large title. When you write a title, you can write it a little larger than the text and a little smaller than the title, but you can write it in the same size as the text, but you can change the font, or use different colors, underlining, bold or italics. Therefore, if there is no next text stage, it is determined whether there is a processed text stage such as a font, a color, an underline, etc. (S180), and classified into a small title (S160). The rest of the text that is not classified as a heading or a small title is classified as a text (S165).

As described above, the text is classified into a title and a body in order to output different contents when the content is output from the terminal device 100 by category. In the case of the title, the text size of the text classified by the title is larger than the text size of the text because the size of the text is larger than the text.

On the other hand, a portion that can not recognize the character should be classified as an image and the content should be reconstructed by summing with the converted text. The portion where the character recognition is impossible is classified into the large image (S120) and the small image (S125) on the basis of the longest one of the widths of the texts (S115). If the image is larger than the main text, the terminal device 100 having a small screen may be inconvenient for the user to view the content. Therefore, in the case of a large image, It is easy to see. Also, in the case of a small image, the resolution can be made larger than the original size in consideration of the device specification of the terminal device 100, thereby making it easy to view.

The large, small image and the text converted into a computer-readable language in the image form are combined and the contents are reconstructed again in the originally arranged form (S185). At this time, since the text is converted into a computer-readable language in the form of images, it must be able to be stored as it is and stored in a format that can be expressed at the time of output. An example of such a format is XML. Extensible Markup Language (XML) can be applied to describe a large number of types of data, and the size thereof can be adjusted. Therefore, in the method for improving the readability of the image-type content according to the present invention, Can be written as.

The readability of the text can be improved by rearranging and displaying the font of the newly stored format according to the device specification of the terminal device 100 in use (S 190).

In a state where the size of the text and the image are adjusted according to the specification of the terminal device 100 and output by the method of improving the readability of the content of the image of the present invention, The output size can be readjusted in consideration of the resolution of the display device of the terminal device. Since the content is converted into a new format and reconstructed, unlike in the case of an image-type content, the text area can be enlarged so that the text is not broken and can be seen clearly.

3 is a block diagram illustrating a system for providing improved readability of content in an image form according to a second embodiment of the present invention.

Referring to FIG. 3, the system for improving the readability of contents according to the present invention comprises a terminal device 100 and a service device 300 connected via a network 400.

The service device 300 is an apparatus that serves content of an image format having improved readability according to the present invention through the network 400. In particular, the service device 300 extracts image-type characters from contents and converts the characters into a new format of text and images , The text and the image are classified into one or more categories and sizes are adjusted according to device specifications to provide contents with improved readability.

The terminal device 100 is connected to the service device 300 via the network 400 and is converted into a new format from the service device 300. The terminal device 100 receives the content And outputs it to the user.

In the second embodiment of the present invention, the terminal device 100 performs only the output function of the content with improved readability, and therefore, the service device 300 will be mainly described below.

FIG. 4 is a block diagram illustrating a configuration of a service apparatus in a system for improving the readability of an image in the form of an image according to a second embodiment of the present invention.

4, the service apparatus 300 includes an authentication unit 310, a service providing unit 320, and a storage unit 330.

The authentication unit 310 authenticates the service access right of the user who accesses the service device 300 or requests the service through the network 400. [ Only the user authenticated by the authentication unit 310 can provide a service according to the present invention, that is, a service for improving the readability of the image-type content.

In response to a request of a user who is determined to have a service use right by the authentication unit 310, the service providing unit 320 may provide the content requested by the user with an image-type character The character is converted into a computer readable language from an image form and a format other than characters and characters of the content is converted and reconfigured so that the size of the character can be adjusted. At this time, images classified into regions other than characters and characters are classified into a plurality of categories based on the size or number of keywords. The reconstructed contents are adjusted in size according to the device specification of the terminal device 100 and transmitted to the terminal device 100 through the network 400 and then outputted by the terminal device 100.

The service providing unit 320 includes a character recognition conversion module 321, a keyword extraction module 322, an image and text classification module 323, a format conversion module 324, and a display control module 325 And may include one or more.

The character recognition conversion module 321 extracts recognizable characters of the image type included in the contents and converts the recognizable characters into computer readable text. At this time, the OCR function can be used to recognize the image type character. The keyword extraction module 322 extracts a keyword from the text converted by the character recognition conversion module 321. In the case of the text converted by the character recognition conversion module 321, the image and text classification module 323 classifies the text and the text into a title, a small title, and a text based on a keyword or a character size according to a predetermined criterion. In the case of an image other than a character, the image is classified according to the image size. The format conversion module 324 converts a text converted into a computer-readable language in an image form and an area classified as an image into an area other than the extracted character, according to the device information of the terminal device 100, To a new format that can be readjusted. The display control module 325 can read and reconstruct the contents of the format converted by the format conversion module 324 in accordance with the device specification of the terminal device 100 in use, Recondition.

A text recognition module 321, a keyword extraction module 322, an image and text classification module 323, a format conversion module 324 and a display control module 325 included in the service providing part 320 ) May be implemented by software or hardware or a combination of software and hardware. For example, it may be stored in a storage unit 330 in a program form and may be implemented by being executed by the service providing unit 320 .

In addition, the service providing unit 320 may receive one or more pieces of content necessary for providing the converted formatted content from the user, that is, the terminal device 100, in order to improve the readability. For example, it is possible to request content of one or more images in the terminal device 100 requesting the service, and to receive the content transmitted from the terminal device 100 accordingly.

FIG. 5 is a flowchart illustrating a method for providing improved readability of content in an image format according to a second embodiment of the present invention.

Hereinafter, a description will be made of a process for providing improved readability of image-type content in a system for providing readability improvement of an image-type content according to a second embodiment of the present invention with reference to FIG.

Referring to FIG. 5, the terminal device 100 requests service to the service device 300 according to a user input signal (S405). This can be done, for example, by selecting a request associated with providing readability enhancement of image-like content on the web page after the terminal device 100 accesses the web page provided by the service device 300. [ At this time, the image-type content requesting the readability enhancement may be transmitted from the storage space of the terminal device 100 to the service device 300 or may be selected from the content stored in the storage unit 330 of the service device 300 have.

The service apparatus 300 receives the content requested from the terminal apparatus 100 and receives the content from the storage unit 330 of the service apparatus 300 or the storage unit 140 of the terminal apparatus 100 or another storage apparatus, (S410). As shown in FIG. 2, the recalled content is converted into an image and a text by a method of improving the readability of the image content of the present invention and reconstructed (S415).

In order to regulate the size of the converted content, the terminal 100 requests the terminal device 100 to transmit the device information in step S420. Upon receiving the device information from the terminal device 100 (S425), the size of the text and the image is adjusted for each category according to the device information (S430).

When the terminal 100 receives the content whose text and image sizes are adjusted for each category from the service device 300 at step S435 and provides the content with improved readability to the user through the output unit 120 at step S440, .

Meanwhile, the service device 300 may be implemented as one or more servers operating in a cloud computing manner. That is, the service device 300 can provide the readability enhancement function of the image type content according to the present invention with the cloud computing concept.

Here, cloud computing refers to the use of Internet technology to connect virtualized IT resources such as hardware (server, storage, network), software (database, security, web server, etc.) ) Technology.

Accordingly, the service device 300 according to the present invention can transmit computing resources including at least one of hardware, software, services, and data necessary for providing readability enhancement services of image type content according to the present invention to the terminal device 100, .

Accordingly, the terminal device 100 adjusts the text size according to the device information through the format conversion of the image-type content through the computing resource provided by the service device 300, and outputs the text size to the user in an improved readability have.

The method for providing improved readability of content in the form of an image according to the present invention may be implemented in software form readable by various computer means and recorded in a computer-readable recording medium. Here, the recording medium may include program commands, data files, data structures, and the like, alone or in combination. Program instructions to be recorded on a recording medium may be those specially designed and constructed for the present invention or may be available to those skilled in the art of computer software. For example, the recording medium may be an optical recording medium such as a magnetic medium such as a hard disk, a floppy disk and a magnetic tape, a compact disk read only memory (CD-ROM), a digital video disk (DVD) Includes a hardware device that is specially configured to store and execute program instructions such as a magneto-optical medium such as a floppy disk and a ROM, a random access memory (RAM), a flash memory, do. Examples of program instructions may include machine language code such as those generated by a compiler, as well as high-level language code that may be executed by a computer using an interpreter or the like. Such hardware devices may be configured to operate as one or more software modules to perform the operations of the present invention, and vice versa.

While the present invention has been described in connection with what is presently considered to be practical exemplary embodiments, it is to be understood that the invention is not limited to the disclosed embodiments, but, on the contrary, It will be apparent to those skilled in the art. Furthermore, although specific terms are used in this specification and the drawings, they are used in a generic sense only to facilitate the description of the invention and to facilitate understanding of the invention, and are not intended to limit the scope of the invention.

According to another aspect of the present invention, there is provided an image processing method for converting text into text, converting the text into text, sorting the text into one or more categories, There is an effect that the readability of the content is improved by reconfiguring the content to convert the format.

100: terminal device 110: input unit 120: output unit
130: communication unit 140: storage unit 141: content
150: control unit 151: character recognition conversion module
152: Keyword extraction module 153: Image and text classification module
154: format conversion module 155: display control module
300: Service apparatus 310: Authentication unit 320: Service provider
321: Character recognition conversion module 322: Keyword extraction module
323: image and text classification module 324: format conversion module
325: display control module 330: storage unit 331: content
400: Network

Claims (27)

Extracting a character from an image form content and converting the text into a text according to a user request, dividing the remaining area into a plurality of images based on a size, dividing the text and a plurality of images into one or more categories, A control unit for reconfiguring the contents by combining the text and the images in the originally arranged form, and adjusting the size of each of the categories; And
And an output unit for outputting contents whose size is adjusted for each category to a user. The apparatus of claim 1, wherein the control unit
Further comprising a character recognition conversion module for recognizing and recognizing the characters in the content of the image form and converting recognized characters into text, or a keyword extraction module for extracting keywords for the converted text. ◈ Claim 3 is abandoned due to the registration fee. 3. The apparatus of claim 2, wherein the control unit
Further comprising an image and text classification module for classifying the converted text of the content and the plurality of images into one or more categories based on size. ◈ Claim 4 is abandoned due to the registration fee. 4. The system of claim 3, wherein the image and text classification module
Wherein the terminal classifies the image into one or more categories based on the longest horizontal length of the text end or classifies the text into one or more categories based on the number of keywords extracted by the keyword extraction module. The apparatus of claim 1, wherein the control unit
Further comprising a display control module for adjusting the size of each category according to the format conversion module for reconfiguring the content by combining the text and the image in the originally arranged form or the device specification of the device. The terminal device receives an output request for content in image form from a user;
Extracting the character and converting the character into a text if the character of the image exists in the content;
Extracting keywords from each of the plurality of converted texts;
Classifying the text into at least one category such as a title and a body according to the degree of keyword inclusion, as a unit of text;
Classifying the remaining regions other than the characters into images and classifying the regions into one or more categories based on the size;
Reconstructing the content by combining the text and the image in an originally arranged form;
And outputting the reconstructed contents by adjusting the sizes of the reconstructed contents according to categories.
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Images