KR20240049178A - Electronic device and method for playing a reactive video based on the intention and emotion of input manipulation to the reactive video - Google Patents

Abstract

The present disclosure relates to an electronic device and method for playing a responsive video based on the intention and emotion of an input operation for the responsive video. An electronic device according to the present disclosure includes a touch screen that displays a responsive image; and a processor that controls a playback operation of the responsive image, wherein the processor receives an input operation for one screen of the responsive image through the touch screen, and selects among characteristics, speed, and pressure of the input operation. Identifying at least one of the intention and emotion of the input operation based on at least one of the intent and emotion of the input operation, identifying a playback type of the responsive video based on at least one of the intention and emotion of the input operation, and based on the identified playback type You can play the responsive video.

Description

Electronic device and method for playing a responsive video based on the intention and emotion of the input operation for the responsive video {ELECTRONIC DEVICE AND METHOD FOR PLAYING A REACTIVE VIDEO BASED ON THE INTENTION AND EMOTION OF INPUT MANIPULATION TO THE REACTIVE VIDEO}

This disclosure relates to an electronic device and method for playing responsive video. More specifically, the present disclosure relates to an electronic device and method for playing a responsive video based on the intention and emotion of an input operation for the responsive video.

Recently, video recording technology has developed greatly. Not only camcorders and digital cameras, but also mobile devices such as smartphones can capture high-resolution images. Additionally, 360-degree cameras and 3D video cameras are appearing.

Videos are captured by a video recording device, stored in a specific format, and played back by a terminal capable of playing them. Video playback is provided unilaterally in chronological order without interaction with the viewer. In other words, the viewer can only feel the visual sense through the video being played.

Korean Patent Publication No. 10-2017-0020269

The present disclosure seeks to provide an electronic device for playing a responsive video that identifies the intention and/or emotion of a user's input manipulation for the responsive video and performs various conditional playback based on this.

The problems to be solved by the present disclosure are not limited to the problems mentioned above, and other problems not mentioned can be clearly understood by those skilled in the art from the description below.

An electronic device according to the present disclosure for achieving the above-described technical problem includes a touch screen that displays a responsive image; and a processor that controls a playback operation of the responsive image, wherein the processor receives an input operation for one screen of the responsive image through the touch screen, and selects among characteristics, speed, and pressure of the input operation. Identifying at least one of the intention and emotion of the input operation based on at least one of the intent and emotion of the input operation, identifying a playback type of the responsive video based on at least one of the intention and emotion of the input operation, and based on the identified playback type You can play the responsive video.

In addition, a method of playing a responsive video based on the intention and emotion of an input operation for the responsive video, performed by an electronic device according to the present disclosure to achieve the above-described technical problem, includes a touch screen of the electronic device. Displaying a responsive image on the screen; When an input manipulation for one screen of the responsive video is received, identifying at least one of the intention and emotion of the input manipulation based on at least one of the characteristics, speed, and pressure of the input manipulation; Intention of the above input operation ?? identifying a playback type of the responsive video based on at least one of the emotions; And it may include playing the responsive video based on the identified playback type.

In addition to this, a computer-readable recording medium recording a computer program for executing a method for implementing the present disclosure may be further provided.

According to the means for solving the above-described problem of the present disclosure, the user experience can be improved in terms of interactivity by playing a responsive video of a playback type based on the intention and emotion of the input operation.

The effects of the present disclosure are not limited to the effects mentioned above, and other effects not mentioned may be clearly understood by those skilled in the art from the description below.

1 is a block diagram illustrating the configuration of an electronic device for identifying the intention or emotion of a user input according to the present disclosure.
FIG. 2 is a flowchart illustrating the operation of an electronic device that plays a responsive video based on the intention or emotion of an input operation according to the present disclosure.
Figure 3 shows a screen of a responsive video according to the present disclosure.
FIG. 4A illustrates a method for measuring the speed of an input operation according to the present disclosure.
FIG. 4B illustrates a method for indicating the emotion of an input operation according to the present disclosure.
5A and 5B illustrate a method of measuring the pressure of an input operation according to the present disclosure.

Like reference numerals refer to like elements throughout this disclosure. This disclosure does not describe all elements of the embodiments, and general content or overlapping content between embodiments in the technical field to which this disclosure pertains is omitted. The term 'part, module, member, block' used in the specification may be implemented as software or hardware, and depending on the embodiment, a plurality of 'part, module, member, block' may be implemented as a single component, or It is also possible for one 'part, module, member, or block' to include multiple components.

Additionally, when a part "includes" a certain component, this means that it may further include other components rather than excluding other components, unless specifically stated to the contrary.

Singular expressions include plural expressions unless the context clearly makes an exception. The identification code for each step is used for convenience of explanation. The identification code does not explain the order of each step, and each step may be performed differently from the specified order unless a specific order is clearly stated in the context. there is.

Before explaining the operating principles and embodiments of the present disclosure with reference to the attached drawings, some terms will be explained as follows.

Content (content or content) may include various contents provided visually, such as videos, still images, holograms, etc., and may include various contents provided through auditory, gustatory, olfactory, etc. The example is not limited to this. Additionally, content may be provided in virtual reality (VR), but the embodiment is not limited thereto.

Objects included in content may be included in part of the content or may include the entire content. For example, if the content is a video, it includes various objects located within the entire frame or part of the frame of the video. It can be done, and it can also mean the video itself.

Responsive content is a command that triggers a 'reaction (reaction, feedback, etc.)' of an object included in the content (which can be called an input operation, such as a reserved command including touch operation, sound command, motion command, etc.) ) is input, it may include various contents related to the corresponding object. Hereinafter, the description will be made on the assumption that the responsive content according to the present disclosure is a responsive video, and the type of responsive content according to the present disclosure is not limited to being a video.

Here, the reaction may include movement of an object, change in shape/shape of an object, occurrence of a specific event, and/or occurrence of change in content according to a command (input operation), but the embodiment is not limited thereto.

Responsive video refers to a video that is played in a form corresponding to a command (eg, touch operation) by a user (ie, viewer) watching the video. For example, a responsive image may refer to an image in which the movement of touching an object is played when a user manipulation in the form of touching a specific object (for example, a pillow) is applied to the touch screen. Also, for example, responsive video refers to an image in which when a user manipulation in the form of pressing a specific object is applied to the touch screen, the movement of the object being pressed and the movement restored after the user manipulation are played. You can.

A 'command for triggering a response' (input manipulation) of an object included in content may include a user manipulation of the content received through an input means of a computer that provides a responsive image. For example, the user operation is an operation that can be input at a specific point or area in the content through an input means such as a mouse or touch screen (e.g., a click operation, a drag operation, a contact touch operation for a certain period of time, or a force touch) It may include manipulation (i.e., touch manipulation of applying specific pressure to a touch screen or touch pad), etc.). In addition, for example, the user manipulation involves the arrangement or movement of the terminal itself, which can be obtained by using a sensor (e.g., acceleration sensor, gyro sensor, etc.) provided by the computer (or terminal) as an input means. It can be included. If the content is VR content, a command for triggering a reaction may be performed by sensing the movement of a worn terminal or manipulating a terminal such as a joystick, but the embodiment is not limited thereto.

Below, we will explain how to create a responsive image. The creation of a responsive image will be described assuming that it is performed by a processor of a device (eg, a computer).

The processor 1410 may determine a command for triggering a response of an object included in one or more original images. Here, the original video can be called a basic video, and the original video may be content that is not implemented in a responsive manner. For example, the original video may be captured content and may include a combination of a plurality of frames storing frames for each position of an object in space. The original video may be content collected through communication, may be three-dimensional content, or may be VR content, but the embodiment is not limited thereto.

The processor 1410 may receive an input specifying a frame section of the original image, and the frame section may include a specific section to be implemented in a responsive manner among all frames of the original image. The frame section can be set by the user through various methods. In an embodiment, the processor 1410 processes the starting frame of the original video from the user (i.e., the first frame in the time domain to be produced as a responsive image) to the final frame (i.e., the last frame in the time domain to be produced as a responsive image). You can be chosen. Additionally, in an embodiment, a time section may be designated by the user.

The processor 1410 is connected to the responsive image and can directly receive a command from the user to trigger a reaction of the object. For example, in the case of a device equipped with a touch screen, the processor 1410 provides a process for receiving a specific input operation from the user, and may receive a specific command according to an object moving on the touch screen during the process. .

Additionally, the processor 1410 may receive a user's selection of a command type to be linked to a responsive image and receive an operation that can replace the corresponding command type. For example, when creating a responsive video on a device with a touch screen and using a computer (including VR devices) that does not have a touch screen, the computer uses mouse operations instead of touch operations on the touch screen. By receiving it, you can create a responsive video.

The command for triggering the object's response may match or correspond to the movement of the object included in the frame section. The location or area where the command for triggering the object's reaction is set to be input may correspond to the area corresponding to the movement of the object within the frame included in the frame section.

The processor 1410 may apply a method of creating a virtual layer in the entire area or a specific area of each frame within a designated frame section of the original image in order to connect an object and a command for triggering the object's response. A virtual layer may refer to a layer that is overlaid on the frames that make up the original video and that can receive user input without being visually expressed on the screen.

The processor 1410 is a command to trigger a response of an object by moving a specific area on the frame (i.e., the path on which the object moves within the frame section) (e.g., moving the mouse cursor through mouse operation or using the first touch screen on the touch screen). In the case of a drag operation from a point to a second point, a virtual layer composed of a specific number of detailed cells can be created on the frame.

Additionally, the processor 1410 may generate a virtual layer composed of a plurality of detailed cells corresponding to the frame section. The processor 1410 can calculate the number of frames included in the frame section, apply the number of frames in the frame section as the number of detailed cells, and sequentially match each frame in the frame section to each detailed cell. .

For example, when the processor 1410 wants to generate content so that n frames are variably played (i.e., manipulated play) according to a command to trigger a response of an object, the processor 1410 divides a specific area into n detailed cells. It can be divided.

Thereafter, the processor 1410 may match each frame to each divided detailed cell so that the matched frame is provided when a specific detailed cell is selected or designated. That is, when an object (e.g., a hand) moves in a specific direction and a virtual layer is created along the movement path of the object, the processor 1410 operates each frame section in order, starting from the detail cell at the first point where the object begins to move. It can be matched to the frame of .

Additionally, the processor 1410 may generate a plurality of detailed cells constituting the virtual layer with different sizes or spacing. If the moving speed of an object changes during a frame section in the original video, if the virtual layer is divided into detail cells of the same size, the position of the object in the frame and the position of the detail cells may not match. Accordingly, the processor 1410 may vary the size or spacing of detailed cells to match the movement of the object. In other words, when playing video content, frames of moving objects are acquired while the speed changes at the same time interval, so in fast-moving sections, the gap between object positions within consecutive frames is large, and in slow moving sections, the gap between object positions within consecutive frames is narrow. do. Therefore, the processor 1410 must create a plurality of detailed cells to match the object spacing within the frame so that the position of the input operation (command for triggering the object's response) input by the user matches the position of the object within the frame. .

Additionally, the processor 1410 may determine the length of the virtual layer. In an embodiment, the processor 1410 can determine the location of each object (or a specific feature point of an object) within a frame section and recognize the path on which the object moves, and the processor 1410 can create a virtual path with a length including the path. Layers can be formed. Additionally, the processor 1410 may determine the shape of the virtual layer and detailed cell.

Responsive video may be content that has been filmed and stored in advance, or it may be content that adds or synthesizes additional content to the original video. For example, a responsive video may include a video, still image, hologram, etc., and additional content may be played together when the original video is played, turning the original video into a responsive video.

Additionally, a responsive video may include multiple responsive videos, which may mean that the content is changed or played in a form corresponding to a specific input operation by a user (i.e., viewer) watching the content. You can. For example, it may refer to an image that is played back as if the user's input operation corresponding to a specific movement of the captured original image is connected to the object in the image moving according to the user's operation.

In an embodiment, a compressed image refers to an image compressed into a minimum movement unit to implement a basic image as a responsive image. For example, if the basic image contains the same movement repeatedly, the compressed image deletes the repeated movement and leaves only one. Additionally, for example, if the base image includes both movement from the first position to the second position and movement from the second position to the first position, the compressed image is the base image moving from the first position to the second position. Leaving it alone, movement from the second position to the first position can play the remaining basic image in the reverse direction.

In addition, a multi-responsive video creation file is a content file created by compressing a plurality of basic images and can play various actions according to the user's manipulation, or can be implemented as a multi-responsive video by being played together with one or more basic images. This means metadata that can be used. In an embodiment, the processor 1410 may generate a responsive image without generating a compressed image even if duplication is allowed.

In an embodiment, the processor 1410 generates or outputs a responsive image from a base image (the base image may be a responsive image) by not using compressed images and using all repeated movements as is without deleting them. You can.

Hereinafter, a method for generating a multi-responsive video according to the present disclosure will be described, assuming that the content is an video.

The processor 1410 may acquire a basic image. The basic image may be an original image that includes the movement of an object to be implemented in a responsive manner according to the user's manipulation. Responsive video creators (e.g., content providers or individual users) can shoot videos containing actions they want to implement in a responsive manner.

In an embodiment, the processor 1410 may obtain images of multiple movements of the same object from the user and then generate them in the form of multiple responsive images. For example, when the object is the user's hand, the control module 1500 (190) can acquire a plurality of images of the user's index finger moving or bending in various directions while spread.

Additionally, if you want to create a responsive video that rotates your head up, down, left, right, or changes facial expressions in response to a specific manipulation, you can capture an image that includes all of the desired head movements and expressions.

In addition, if you want to create a responsive image in which a water balloon bursts or bounces up from the floor according to a manipulation input by the user, the user must drop a water balloon of the same color and size so that the first image of the popping water balloon and the water balloon are You can sequentially film a second video that bounces without exploding.

Additionally, after performing a specific movement, one basic image in which a different event occurs rather than a repetition of the existing movement can be obtained. That is, the processor 1410 may acquire an image in which a plurality of events occur with respect to an object as a base image.

The processor 1410 may generate a compressed image based on the basic image. The compressed video may be responsive and include only the movement of the object to be implemented according to the user's manipulation. In embodiments, images that allow duplication may also be applied instead of compressed images.

The processor 1410 can receive multiple responsive image creation conditions for compressed images. The multi-responsive image creation condition may be a plurality of manipulation inputs corresponding to responses that can be generated from the compressed image.

The processor 1410 may generate a stack structure of the compressed image, where each extraction area (e.g., a first extraction area and a second extraction area) may include a plurality of stacks for different events. For example, a first stack represented by a solid line and a second stack represented by a dotted line may be included in each extraction area. The processor 1410 may be implemented by determining the stack to be executed among the first stack and the second stack based on the location where the first operation is input to each extraction area from the user.

Additionally, the first event and the second event in each extraction area may include overlapping pixels, and the processor 1410 may leave only one of the overlapping pixels among the stack for the first event and the stack for the second event. . Even if the compressed image contains only one data for overlapping pixels within a specific extraction area, one of the first and second events occurs depending on the user's next operation (e.g., change in direction of movement of touch operation or change in intensity of applied pressure). The stack can be determined. Through this, the computer can create compressed images with minimal data.

Below, a user interface for creating a responsive image according to an embodiment of the present disclosure will be described. Responsive video may include the multi-type responsive video and multi-dimensional responsive video described above.

1 is a block diagram illustrating the configuration of an electronic device for identifying the intention or emotion of a user input according to the present disclosure. The electronic device may be understood as an example of a computer in this specification.

In one embodiment, the electronic device 1400 may include a processor 1410, a memory 1420, a user input unit 1430, at least one sensor 1440, and a display unit 1450. The components shown in FIG. 1 are not essential for implementing the electronic device 1400 according to the present disclosure, so the electronic device 1400 described herein may have more or fewer components than the components listed above. It can have elements.

In one embodiment, the processor 1410 includes a memory that stores data for an algorithm for controlling the operation of components within the device or a program that reproduces the algorithm, and performs the above-described operations using the data stored in the memory. It may be implemented with at least one processor. At this time, the memory and processor may each be implemented as separate chips. Alternatively, the memory and processor may be implemented as a single chip.

Additionally, the processor 1410 may control any one or a combination of the components described above in order to implement various embodiments according to the present disclosure described below on the present device.

In one embodiment, the memory 1420 may store data supporting various functions of the device and a program for the operation of the processor 1410, and may store input/output data (e.g., music files, Images, videos, etc.) can be stored, and a number of application programs (application programs or applications) running on the device, data for operation of the device, and commands can be stored. At least some of these applications may be downloaded from an external server via wireless communication.

The memory 1420 may be a flash memory type, a hard disk type, a solid state disk type, an SDD type (Silicon Disk Drive type), or a multimedia card micro type. micro type), card type memory (e.g. SD or XD memory, etc.), random access memory (RAM), static random access memory (SRAM), read-only memory (ROM), EEPROM (electrically erasable) It may include at least one type of storage medium among programmable read-only memory (PROM), programmable read-only memory (PROM), magnetic memory, magnetic disk, and optical disk. Additionally, the memory 1420 is separate from the device, but may be a database connected wired or wirelessly.

In one embodiment, memory 1420 may include machine learning model 1425. The machine learning model 1425 can use a deep learning method based on a deep neural network. For example, the machine learning model 1425 may be based on a convolution neural network (CNN) method.

In one embodiment, the user input unit 1430 is used to receive information from the user. When information is input through the user input unit, the processor 1410 can control the operation of the device to correspond to the input information. The user input unit 1430 includes hardware-type physical keys (e.g., buttons, dome switches, jog wheels, jog switches, etc. located on at least one of the front, back, and sides of the device) and software-type keys. May include touch keys. As an example, the touch key consists of a virtual key, soft key, or visual key displayed on a touch screen-type display unit through software processing, or is displayed on the touch screen. It may be composed of touch keys placed in other parts. Meanwhile, the virtual key or visual key can be displayed on the touch screen in various forms, for example, graphics, text, icons, videos, or these. It can be made up of a combination of .

In one embodiment, at least one sensor 1440 senses at least one of internal information of the device, information about the surrounding environment surrounding the device, and user information, and generates a sensing signal corresponding thereto. Based on these sensing signals, the processor 1410 may control the driving or operation of the device, or perform data processing, functions, or operations related to an application program installed on the device.

As described above, at least one sensor 1440 includes a proximity sensor, an illumination sensor, a touch sensor, an acceleration sensor, a magnetic sensor, and a gravity sensor ( G-sensor, gyroscope sensor, motion sensor, RGB sensor, infrared sensor, fingerprint scan sensor, ultrasonic sensor, optical Sensors (optical sensors (e.g., cameras), microphones, environmental sensors (e.g., including at least one of a barometer, hygrometer, thermometer, radiation detection sensor, heat detection sensor, gas detection sensor), chemical sensors (e.g. For example, it may include at least one of a healthcare sensor, a biometric sensor, etc.). Meanwhile, this device can utilize information sensed by at least two of these sensors by combining them.

In one embodiment, the display unit 1450 may form a layered structure with the touch sensor or be formed as one piece, thereby implementing a touch screen. This touch screen functions as a user input unit that provides an input interface between the device and the user, and can simultaneously provide an output interface between the device and the user. That is, the user input unit 1430 and the display unit 1450 can be integrated into each other and implemented as a touch screen.

The display unit 1450 displays (outputs) information processed by the device. For example, the display unit display unit 1450 displays execution screen information of an application program (for example, an application) running on the device, or UI (User Interface) and GUI (Graphic User Interface) information according to this execution screen information. can be displayed.

In one embodiment, the display unit 1450 may be used as an input means. For example, the user may perform an operation that can be input at a specific point or area in the image through the display unit 1450 (e.g., a click operation, a drag operation, a contact touch operation over a certain period of time, a force touch operation (i.e., a touch operation) You can perform input operations such as touch operations (applying specific pressure to the screen or touch pad, etc.).

In one embodiment, the processor 1410 may display a screen of a responsive image through the display unit 1450. For example, the screen may be a screen for receiving an input operation from a user. A responsive video may include at least one playback type depending on the input operation.

In one embodiment, the processor 1410 may identify at least one of the intent and emotion of the input manipulation based on at least one of the nature, speed, and pressure of the input manipulation. The processor 1410 may identify one of the playback types of the responsive video based on at least one of the intention and emotion of the identified input manipulation and play the identified playback type through the display unit 1450. A method for identifying at least one of the intention and emotion of the input manipulation will be described later.

In one embodiment, the processor 1410 may train the machine learning model 1425 using at least one of the characteristics, speed, and pressure information of the input operation, and the intention and emotion information of the input operation identified accordingly. The processor 1410 may input the input manipulation into the trained machine learning model 1425 and obtain information representing at least one of the intention and emotion of the input manipulation as an output value.

At least one component may be added or deleted in response to the performance of the components shown in FIG. 1. Additionally, it will be easily understood by those skilled in the art that the mutual positions of the components may be changed in response to the performance or structure of the system.

Meanwhile, each component shown in FIG. 1 refers to software and/or hardware components such as Field Programmable Gate Array (FPGA) and Application Specific Integrated Circuit (ASIC).

FIG. 2 is a flowchart illustrating the operation of an electronic device that plays a responsive video based on the intention or emotion of an input operation according to the present disclosure. In FIG. 2 , the operation of the electronic device 1400 may be understood as being substantially performed by the processor 1410.

In operation 1510, the processor 1410 may display a responsive image through the display unit 1450. The responsive video may include at least one still screen (hereinafter referred to as one screen) for receiving an input manipulation. For example, a screen such as screen 1600 of FIG. 3 may be displayed on the display unit 1450.

In operation 1520, the processor 1410 may receive an input manipulation for one screen of the responsive video through the user input unit 1430. The input manipulation may include, for example, touch input, swipe input, and pinch in/out input. Input operations are exemplary and may include various inputs not disclosed herein. In operation 1520, the input manipulation may be understood as being for an object included in a screen.

Referring to FIG. 3, a screen 1600 of a responsive video may include at least one object (eg, a tomato) 1610 and 1620. The user's input manipulation may be understood as manipulating the object. The responsive video may include at least one playback type based on an input manipulation for one screen 1600. For example, when the user's input operation is to swipe at least one object 1610 or 1620 from top to bottom, a playback type in which a tomato is cut vertically may be played under the control of the processor 1410. . For example, when the user's input operation is to swipe at least one object 1610 or 1620 from left to right, a playback type in which a tomato is cut horizontally may be played under the control of the processor 1410. .

Referring again to FIG. 2 , in operation 1530, the processor 1410 may identify at least one of the intention or emotion of the input manipulation based on at least one of the characteristics, speed, or pressure of the input manipulation.

In one embodiment, the characteristics of the input manipulation may be understood as content linked to the user's input manipulation. The processor 1410 may identify the user's intent based on the characteristics of the input manipulation. For example, if an object in a responsive video has the characteristic of moving to a point due to a user's input manipulation (e.g., swiping), the processor 1410 may recognize the intention of the input manipulation as movement of the object. .

In one embodiment, the processor 1410 may set a performance range in advance for each input operation. The performance range can be understood as the range of input manipulation required for the corresponding input manipulation to be recognized. For example, in order to be recognized as a swiping input, the input manipulation may be set to be received over a specified distance on the display unit 1450.

In one embodiment, the processor 1410 may identify the degree of performance of an input operation with the corresponding characteristic in order to identify a playback type suitable for the user's intention. If the input manipulation is performed at a specified level or higher, the processor 1410 may recognize the input manipulation as an input manipulation with the corresponding intention. For example, if the user's input operation (e.g., swiping) to move the object to one point is insufficiently performed, the processor 1410 sets the input operation to a specified level (e.g., 80%) in the performance range. You can identify whether something has been performed abnormally. If the input manipulation is performed at a specified level or higher, the processor 1410 may determine that an input manipulation with the corresponding intent has been received. Conversely, if the input manipulation is performed below a specified level (e.g., 80%), the processor 1410 may prevent an unintended malfunction by ignoring the input manipulation.

In one embodiment, the designated level may be set in advance by the electronic device 1400. In other embodiments, the specified level may be determined statistically. For example, the processor 1410 may collect records of input manipulations applied to an object on one screen for a preset period of time and determine a designated level based on statistics of the collected input manipulation records.

In one embodiment, the processor 1410 may identify at least one of the intention and intensity of the input manipulation based on the speed of the input manipulation.

In one embodiment, the processor 1410 may acquire the speed of input manipulation as shown in FIG. 4A. The processor 1410 may identify the intent of the input manipulation based on the speed of the input manipulation. For example, the processor 1410 performs an input operation when swiping on an object is performed within a preset time (e.g., 1 second) (1700) or when the intensity of the input operation exceeds the preset time (1710). It can be identified as being stronger than the strength of . Processor 1410 may play different playback types based on the intensity of the input manipulation.

In one embodiment, processor 1410 may identify the emotion of the input manipulation based on the speed of the input manipulation. The emotion of the input manipulation can be expressed in numbers as a positive or negative degree, as shown in FIG. 4B. For example, the processor 1410 determines that when a preset plurality (e.g., two) of touch inputs to an object are made within a preset time (e.g., 1 second), the emotion of the input manipulation is made beyond the preset time. In this case, the emotions of the input manipulation can be identified as more negative. Processor 1410 may play different playback types based on the emotion of the input operation.

In one embodiment, the processor 1410 may vary the method of measuring the speed of input manipulation depending on the physical size and characteristics of the display unit 1450. The method of measuring the speed of input operations may be different for smartphones and kiosks. For example, when the size and number of pixels of the display unit 1450 are different, the processor 1410 may measure the speed of the input operation based on the pixel distance to which the input operation is moved. Specifically, the processor 1410 may normalize the value measured by the pixel distance in proportion to the size of the screen and then identify the intention and/or emotion of the corresponding input manipulation based on the normalization value.

In one embodiment, processor 1410 may identify the intent and emotion of the input manipulation based on the magnitude of pressure.

In one embodiment, at least one sensor 1440 of the electronic device 1400 may include a pressure sensor. The electronic device 1400 can use a pressure sensor to identify the amount of pressure applied through an input manipulation, as shown in FIG. 5A. For example, for an input manipulation with greater pressure, the processor 1410 may identify that the intensity of the input manipulation on the object is greater. For example, for an input manipulation with greater pressure, the processor 1410 may identify that the emotion of the input manipulation toward the object is more negative. Processor 1410 may play different playback types based on the intensity and emotion of the input manipulation.

In one embodiment, when at least one sensor 1440 does not include a pressure sensor, the processor 1410 may identify the intention and emotion of the input manipulation based on the width of the input manipulation point, as shown in FIG. 5B. .

In one embodiment, the area of the input manipulation point can be measured (w*h) through information on the horizontal and vertical lengths of the input area. In another embodiment, the area of the input manipulation point may be measured through radius information of the input area.

In one embodiment, the processor 1410 may vary the pressure measurement method of the input operation depending on the characteristics of the display unit 1450. For example, the processor 1410 may obtain the size of the input area in pixel units and measure the area of the input manipulation by comparing the size of the input area with the physical size (dpi) of the display unit 1450. In this case, the processor 1410 can normalize the size of the input area measured in pixels in proportion to the size of the screen and identify the intention and emotion of the input operation based on the normalized value. At this time, the normal distribution table for calculating the normalization value may be a puristic value. Alternatively, the normal distribution table may be a statistical value constructed by assuming that the collected input manipulation data is normally distributed.

In one embodiment, processor 1410 may use machine learning model 1425 to identify the intent and emotion of the input manipulation. For example, the processor 1410 may train the machine learning model 1425 using at least one of the characteristics, speed, and pressure obtained from the input manipulation, and the intention and emotional information of the input manipulation identified therefrom. The processor 1410 may input the input manipulation into the trained machine learning model 1425 and obtain the intention and emotion of the input manipulation as output values.

Referring again to FIG. 2 , in operation 1540, the processor 1410 may identify the playback type of the responsive video based on at least one of the intention or emotion of the input manipulation. In one embodiment, one screen of a responsive video may include a balloon as an object. The processor 1410 may receive a touch input manipulation for the balloon. For example, when the intensity of the touch input is strong or the emotion is negative, the processor 1410 may identify the image of a balloon popping as the playback type. For another example, when the strength of the touch input is weak or the emotion is positive, the processor 1410 may identify an image of a balloon being flattened as the playback type.

In operation 1550, the processor 1410 may play the identified playback type through the display unit 1450.

Meanwhile, the disclosed embodiments may be implemented in the form of a recording medium that stores instructions executable by a computer. Instructions may be stored in the form of program code, and when executed by a processor, may create program modules to perform operations of the disclosed embodiments. The recording medium may be implemented as a computer-readable recording medium.

Computer-readable recording media include all types of recording media storing instructions that can be decoded by a computer. For example, there may be Read Only Memory (ROM), Random Access Memory (RAM), magnetic tape, magnetic disk, flash memory, optical data storage device, etc.

As described above, the disclosed embodiments have been described with reference to the attached drawings. A person skilled in the art to which this disclosure pertains will understand that the present disclosure may be practiced in forms different from the disclosed embodiments without changing the technical idea or essential features of the present disclosure. The disclosed embodiments are illustrative and should not be construed as limiting.

Claims (10)

a touchscreen that displays responsive video; and
Includes a processor that controls the playback operation of the responsive video,
The processor,
Receiving an input manipulation for one screen of the responsive video through the touch screen,
Identifying at least one of the intention and emotion of the input operation based on at least one of the characteristics, speed, and pressure of the input operation,
Identifying a playback type of the responsive video based on at least one of the intention and emotion of the input operation,
An electronic device that plays the responsive video based on the identified playback type. According to claim 1,
The responsive image is a multi-responsive image, an electronic device. According to clause 2,
The processor,
An electronic device that identifies characteristics of the input operation based on the degree of performance of the input operation. According to clause 3,
The processor,
Recording a plurality of input operations for the screen,
Determine a designated level based on statistics for the plurality of input operations,
An electronic device that identifies characteristics of the input operation by comparing the performance level of the input operation and the specified level. According to clause 4,
The processor,
Normalizing the pixel distance moved by the input operation based on the size of the display unit,
An electronic device that identifies the speed of the input operation based on the normalization value. According to clause 5,
The processor identifies the pressure of the input operation based on the area of the input area to which the input operation was applied,
The area of the input area is measured based on horizontal and vertical length information of the input area or radius information of the input area. According to clause 5,
further comprising a pressure sensor,
The processor is an electronic device that identifies the magnitude of pressure of the input operation through the pressure sensor. According to clause 7,
It further includes a memory with a machine learning model,
The processor,
Train the machine learning model using at least one of a plurality of input operations having at least one of characteristics, speed, and pressure, and the intention and emotional information of the plurality of input operations,
An electronic device that inputs the input operation into the machine learning model and obtains at least one of the intention and emotion of the input operation as an output. In a method performed by an electronic device,
Displaying a responsive image on a touch screen of the electronic device;
When an input manipulation for one screen of the responsive video is received, identifying at least one of the intention and emotion of the input manipulation based on at least one of the characteristics, speed, and pressure of the input manipulation;
identifying a playback type of the responsive video based on at least one of the intention and emotion of the input operation; and
A method of playing a responsive video based on the intention and emotion of an input operation for the responsive video, including the step of playing the responsive video based on the identified playback type. A computer-readable recording medium coupled to a computer and storing a program for executing the method of claim 9.

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