KR102013577B1 - Apparatus and method for designing choreography - Google Patents
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Abstract
Choreography concept support technology is disclosed that can search existing choreography easily and systematically through various interfaces, and to check the simulation of the searched choreography. To this end, the choreography planning support apparatus according to an embodiment of the present invention comprises a choreography operation DB that stores the motion capture data for each of the plurality of choreography operations; Choreography attribute DB for storing biomechanical information for each of the plurality of choreographed movements; A search unit which receives a search target choreography by at least one of section motion search and choreography attribute search from a user and searches the choreography motion DB and choreography attribute DB based on similarity determination; And an output unit for displaying the choreography motion DB searched on the basis of the similarity determined by the search unit and the choreography data of the choreography attribute DB to the user.
Description
The present invention relates to an apparatus and method for supporting choreographing, and more particularly, to an apparatus and method for supporting choreographing, which can easily and systematically search for an existing choreography through various interfaces and check a simulation of the found choreography. It is about.
K-POP is the core content of the Korean wave and the killer content that leads the growth of the Korean wave. The driving force of K-POP's worldwide spread is K-POP dance. It is no exaggeration to say that the key to the popularity of K-POP is dance as it changes from listening music to watching music. Overseas media define K-POP as dance music by Korean idol singers and groups. K-POP dance is contributing to the improvement of the Korean wave and the creation of national wealth, as the cover dance craze is spreading around South America and the world.
Despite the global popularity of K-POP dance, no research has been made to secure IT-based technologies and data related to K-POP dance. Development of scientific and systematic IT technology is urgently needed for the continuous spread of the K-POP Dance Korean Wave and the development and growth of the K-POP Dance contents industry.
The present invention relates to a technique for supporting choreography creation work of K-POP dance choreographers using IT technology as part of this necessity.
The process of creating K-POP dance choreography, which I learned through interviews with K-POP dance choreographers, is as follows. First, we devise choreography moves that match the target K-POP dance song. For planning purposes, the choreographer may randomly search for similar dance videos on YouTube, etc., or share opinions with fellow choreographers to remind them of the dance moves they know or to get ideas. The initial choreographing phase requires numerous trials and errors, and it is expensive to sketch the composition of the whole choreography. When the initial sketch of the choreography is completed, each choreography is refined and the final choreography is born.
Currently, there is no device and method for supporting choreographic initiatives to support K-POP dance choreography creation.
There are many motion capture search systems for searching various motion capture data such as action motions, sports and dances, but all of them are set as search motions to search for motion capture data in the DB that shows similar posture and motion. It is a method for doing so. Therefore, there is a big difference from the present invention composed of a search / input / output UI specialized in choreography creation.
Motion capture refers to an animation generation technique of acquiring, by a computer, movement information of a marker position generated according to a human's movement by attaching a marker or a sensor to a human to express a natural movement of the character.
In this regard, Korean Patent Laid-Open No. 2011-0083329 discloses a performance choreography production system and a performance choreography production method.
An object of the present invention is to support choreographer's choreography creation. That is, an object of the present invention is to easily search for a choreographer having an operation and an attribute to be searched by the choreographer.
In addition, an object of the present invention is to support an early choreography design step in creating a dance choreography. That is, the present invention allows the choreographer to easily and quickly and systematically search for similar choreographies that have been previously created through various interfaces, and to quickly identify initial sketches through editing and simulation of the searched choreography.
In addition, in the search for choreography, an object of the present invention is not only to search a choreography by querying an operation, but also to enable a search of a similar choreography as an attribute of the choreography. In addition, an object of the present invention is to enable the accurate simulation of the choreograph motion through the omnidirectional 3D viewer for the searched choreography.
A choreography planning support apparatus according to an embodiment of the present invention for achieving the above object comprises a choreography operation DB for storing motion capture data for each of a plurality of choreography operations; Choreography attribute DB for storing biomechanical information for each of the plurality of choreographed movements; A search unit which receives a search target choreography from at least one of section motion search and choreography attribute search from a user and searches the choreography motion DB and the choreography attribute DB based on a similarity determination; And an output unit configured to display choreography data of the choreography operation DB and the choreography attribute DB retrieved based on the similarity determined by the search unit.
In this case, the section motion search is a search based on at least one of a video file and a camera photographed image input by the user, and the choreography attribute search is based on at least one of a query for an attribute of a choreography and an audio file. It can be one search.
At this time, the search unit, a similar motion search module for performing a search based on the similarity determination in the choreography operation DB when the search target choreography input from the user to the interval motion search; And a choreography attribute search module for performing a search based on a similarity determination in the choreography attribute DB when the search target choreography is input from the user to the choreography attribute search.
At this time, the similar motion search module, the skeleton information extraction unit for extracting a skeleton information sequence consisting of the position information of each joint through the extraction of the skeleton of the body from the search target choreography of the video file and the camera-photographed image input by the user ; A feature description unit for extracting a feature descriptor for specifying a posture of the search choreography target based on the skeleton information sequence; A feature matching unit for comparing and matching the feature descriptor with the motion capture data stored in the choreography motion DB to output a matching distance matrix; And a dynamic matching search unit configured to calculate a similarity between the search target choreography and the motion capture data based on the matching distance matrix.
In this case, when the search target choreography is input to the section motion search and the choreography attribute search, the search unit may be configured to give weights to the section motion search and the choreography attribute search when determining similarity.
In this case, the biomechanical information may be at least one of kinematic information, kinematic information and energy consumption.
In this case, the kinematics information is composed of the angle information of each joint as information about the body position and movement, the kinematic information includes ground reaction force and moment information as information on the force affecting the movement of the body, The energy consumption is data estimated based on the heart rate measured by the heart rate measuring device and the muscle expression amount which is a biosignal extracted from the EMG sensor. The energy consumption may be information on the total energy consumption and energy consumption by body parts.
At this time, in the search unit, the choreography attribute search may be performed based on a query for at least one of the speed, power, flexibility, complexity, space utilization, difficulty, and concentration of the choreography operation from the user.
In this case, the output unit may provide the user with an omnidirectional viewing function for the choreography data through an input device.
At this time, the output unit, the choreograph data, may display the biomechanical information by different colors for each level.
In addition, choreography planning support method according to an embodiment of the present invention for achieving the above object comprises the steps of storing the motion capture data for each of the plurality of choreographed operations in the choreography operation DB; Storing biomechanical information for each of the plurality of choreography operations in a choreography attribute DB; Receiving a search target choreography from at least one method of section motion search and choreography attribute search from a user; Searching based on the similarity determination in the choreography operation DB and the choreography attribute DB; And displaying choreography data of the choreography operation DB and the choreography attribute DB searched based on the similarity determined in the searching step to the user.
In this case, the section motion search is a search based on at least one of a video file and a camera photographed image input by the user, and the choreography attribute search is based on at least one of a query for an attribute of a choreography and an audio file. It can be one search.
In this case, the searching may include: a similar motion searching step of performing a search based on a similarity determination in the choreography motion DB when the search target choreography is input from the user in the step of receiving the input by the interval motion search; And a choreography attribute searching step of performing a search based on a similarity determination in the choreography attribute DB when the search target choreography is input from the user in the receiving step by the choreography attribute search.
In this case, the step of searching for similar motions may include: extracting a skeleton information sequence composed of position information of each joint through skeletal extraction of a body from a search target choreography of a video file and a camera photographed image input by the user; Extracting a feature descriptor specifying a posture of the search choreography target based on the skeletal information sequence; Comparing and matching the feature descriptor with the motion capture data stored in the choreography motion DB and outputting a matching distance matrix; And calculating a similarity degree between the search target choreography and the motion capture data based on the matching distance matrix.
In this case, the receiving step may be configured to give weights to the segment motion search and the choreography attribute search when determining the similarity when the search target choreography is input to the segment motion search and the choreography attribute search. have.
In this case, the biomechanical information may be at least one of kinematic information, kinematic information and energy consumption.
In this case, the kinematics information is composed of the angle information of each joint as information about the body position and movement, the kinematic information includes ground reaction force and moment information as information on the force affecting the movement of the body, The energy consumption is data estimated based on the heart rate measured by the heart rate measuring device and the muscle expression amount which is a biosignal extracted from the EMG sensor. The energy consumption may be information on the total energy consumption and energy consumption by body parts.
At this time, in the receiving step, the choreography attribute search may be performed based on a query for at least one of the speed, power, flexibility, complexity, space utilization, difficulty, and concentration of the choreography operation from the user.
At this time, in the displaying step, it is possible to provide the user with an omnidirectional viewing function for the choreography data through an input device.
In this case, the displaying may include displaying biomechanical information in different colors for each level in the choreography data.
According to the present invention, choreographers can support choreography creation. That is, the present invention can easily search for choreographers having an operation and a property that the choreographer wants to search.
In addition, the present invention may support an early choreography planning stage in creating a dance choreography. That is, the present invention allows the choreographer to easily and quickly and systematically search for similar choreographies that have been previously created through various interfaces, and quickly check initial sketches through editing and simulation of the searched choreography.
In addition, in the present invention, the choreography can be searched by an operation query as well as a choreography search. In addition, the present invention has a feature that can be accurately simulated choreographed motion through the omnidirectional 3D viewer for the searched choreography.
1 is a block diagram showing the configuration of a choreograph initiative support apparatus according to an embodiment of the present invention.
2 illustrates an example of items of biomechanical information stored in a choreography attribute DB in the apparatus for supporting choreographing according to an embodiment of the present invention.
3 is a block diagram showing the configuration of a similar motion search module in the apparatus for choreography planning according to an embodiment of the present invention.
4 is a diagram illustrating an example of a display of an output unit in a choreography conception support apparatus according to an embodiment of the present invention.
5 is a view showing another example of the display of the output unit in the choreograph initiative support apparatus according to an embodiment of the present invention.
6 is a flowchart for explaining a choreography conception method according to an embodiment of the present invention.
7 is a flowchart for explaining in detail the step of searching in the choreography conception method according to an embodiment of the present invention.
8 is a flowchart for explaining in detail the step of searching in the choreography operation DB in the choreography conception method according to an embodiment of the present invention.
Hereinafter, the present invention will be described in detail with reference to the accompanying drawings. Here, the repeated description, well-known functions and configurations that may unnecessarily obscure the subject matter of the present invention, and detailed description of the configuration will be omitted. Embodiments of the present invention are provided to more completely describe the present invention to those skilled in the art. Accordingly, the shape and size of elements in the drawings may be exaggerated for clarity.
Hereinafter, the configuration and operation of a choreograph initiative support apparatus according to an embodiment of the present invention will be described.
1 is a block diagram showing the configuration of a choreograph initiative support apparatus according to an embodiment of the present invention. 2 illustrates an example of items of biomechanical information stored in a choreography attribute DB in the apparatus for supporting choreographing according to an embodiment of the present invention. 3 is a block diagram showing the configuration of a similar motion search module in the apparatus for choreography planning according to an embodiment of the present invention. 4 is a diagram illustrating an example of a display of an output unit in a choreography conception support apparatus according to an embodiment of the present invention. 5 is a view showing another example of the display of the output unit in the choreograph initiative support apparatus according to an embodiment of the present invention.
Referring to FIG. 1, the apparatus for supporting choreography planning according to an embodiment of the present invention includes a
The
The
The
The
The
The
When the similar
The similar
The skeletal
The choreography
Choreography attribute search module is a module that searches the choreography attribute DB for attributes similar to the input attribute query sheet and audio file and outputs similar attribute choreography list sorted by attribute similarity. The method of extracting the information included in the aforementioned attribute query sheet is as follows.
1) the speed of choreography
: Calculate linear velocity of each joint in biomechanical kinematic information
2) the power of choreography
: Calculate the amount of ground reaction force and moment in biomechanical kinematic information
3) Flexibility of choreography
: Calculation of the shape and angular velocity / angular acceleration of each joint in biomechanical kinematic information
4) complexity of choreography
Calculation of Complexity and Motion Repeatability of Each Joint in Biomechanical Kinematic Information
5) Space utilization of choreography
: Volume calculation of space based on the trajectory of each joint among biomechanical kinematic information
6) Difficulty of Choreography
: Calculation of relative position and biomechanical energy consumption of each joint based on body model
7) concentrated areas of choreography (upper body, torso, lower body, whole body)
: Calculate the velocity / trajectory of each joint in the relative biomechanical kinematics
The
Hereinafter, a choreographing method according to an embodiment of the present invention will be described.
6 is a flowchart for explaining a choreography conception method according to an embodiment of the present invention. 7 is a flowchart for explaining in detail the step of searching in the choreography conception method according to an embodiment of the present invention. 8 is a flowchart for explaining in detail the step of searching in the choreography operation DB in the choreography conception method according to an embodiment of the present invention.
Referring to FIG. 6, in the choreography planning method according to an embodiment of the present invention, first, motion capture data for each of the plurality of choreography operations is stored in the choreography operation DB (S100).
The biomechanical information for each of the plurality of choreography operations is stored in the choreography attribute DB (S200). In this case, the biomechanical information may be at least one of kinematic information, kinematic information and energy consumption. Kinematics information is information about the body position and movement may be composed of the angle information of each joint. Kinematic information is information about the force affecting the movement of the body may include ground reaction force and moment information. The energy consumption is data estimated based on the heart rate measured by the heart rate measuring device and the muscle expression amount, which is a biosignal extracted from the EMG sensor, and may be information on total energy consumption and energy consumption by body parts.
Then, the user receives input of the search target choreography by at least one method of section motion search and choreography attribute search (S300). In this case, the section motion search is a search based on at least one of a video file and a camera photographed image input by the user, and the choreography attribute search is based on at least one of a query for an attribute of a choreography and an audio file. May be a search. The choreography attribute search may consist of a query for at least one of the speed, power, flexibility, complexity, space utilization, difficulty, and concentration of the choreography operation from the user. In addition, when the search target choreography is input by the section motion search and the choreography attribute search, it may be configured to give weights to the section motion search and the choreography attribute search when determining similarity.
Thereafter, a search is performed based on the similarity determination in the choreography operation DB and the choreography attribute DB (S400). In step S400, when the search target choreography is input to the section motion search from the user in step S300, the similar motion search step (S410) and the user in step S300 performs a search based on the similarity determination in the choreography motion DB. When the search target choreography is input to the choreography attribute search from the, the choreography attribute search step (S420) for performing a search based on the similarity determination in the choreography attribute DB.
At this time, step S410, the step of extracting the skeleton information sequence consisting of the position information of each joint through the extraction of the skeleton of the body from the search target choreography of the video file and the camera-photographed image input by the user (S411), the skeleton Extracting a feature descriptor specifying a posture of the search choreography target based on the information sequence (S412), comparing the feature descriptor with the motion capture data stored in the choreography motion DB, and outputting a matching distance matrix; And calculating a similarity degree between the search target choreography and the motion capture data based on the matching distance matrix (S414).
After step S400, the choreography operation DB and the choreography data of the choreography attribute DB retrieved based on the similarity determined in step S400 may be displayed to the user (S500). In operation S500, an omnidirectional viewing function for the choreography data may be provided to the user. In operation S500, the biomechanical information may be displayed with different colors for each level in the choreography data.
The choreography planning support method according to the present invention can be implemented in the form of program instructions that can be executed by various computer means can be recorded on a computer readable medium. The computer readable medium may include program instructions, data files, data structures, etc. alone or in combination. Program instructions recorded on the media may be those specially designed and constructed for the purposes of the present invention, or they may be of the kind well-known and available to those having skill in the computer software arts. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks, and magnetic tape, optical media such as CD-ROMs, DVDs, and magnetic disks, such as floppy disks. Magneto-optical media, and any type of hardware device specifically configured to store and execute program instructions such as ROM, RAM, flash memory, and the like. Examples of program instructions may include high-level language code that can be executed by a computer using an interpreter as well as machine code such as produced by a compiler. 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.
The teachings of the present principles can be implemented as a combination of hardware and software. In addition, the software may be implemented as an application program that is actually implemented on the program storage unit. The application can be uploaded to and executed by a machine that includes any suitable architecture. Preferably, the machine may be implemented on a computer platform having hardware such as one or more central processing units (CPU), computer processor, random access memory (RAM), and input / output (I / O) interfaces. . In addition, the computer platform may include an operating system and micro instruction code. The various processes and functions described herein may be part of micro instruction code or part of an application program, or any combination thereof, and they may be executed by various processing apparatus including a CPU. In addition, various other peripheral devices such as additional data storage and printers may be connected to the computer platform.
Since some of the configuration system components and methods shown in the accompanying drawings are preferably implemented in software, the actual connections between the system components or process functional blocks may vary depending on how the principles of the invention are programmed. It should be further understood. Given the teachings herein, one of ordinary skill in the pertinent art will be able to contemplate these and similar implementations or configurations of the present principles.
As described above, the apparatus and method for supporting choreographing according to the present invention is not limited to the configuration and method of the embodiments described as described above, but the embodiments may be modified in various ways so that various modifications can be made. All or part may be optionally combined.
100; Choreography Concept Support Device
110; Choreography Move DB
120; Choreography Attribute DB
130; Search
131; Search UI section
132; Input UI part
133; Similar Action Search Module
134; Choreography Attribute Search Module
140; Output
Claims (20)
Choreography attribute DB for storing biomechanical information for each of the plurality of choreographed movements;
Receives a choreography to be searched by at least one of section motion search and choreography attribute search from a user, and searches based on the similarity determination in the choreography motion DB and the choreography attribute DB; A search unit for performing the similarity determination by weighting the section motion search and the choreography attribute search when the search target choreography is input; And
Choreographed data of the choreography operation DB and the choreography attribute DB retrieved based on the similarity determined by the search unit to the user, and if the weight is given to the choreograph data of the choreography operation DB and choreography of the choreography attribute DB And an output unit for displaying the choreography data of the DB, which has a higher weight among the data, to be located above the search result list.
The choreography attribute search device is choreographed visual support device, characterized in that made of a query for at least one of the speed, power, flexibility, complexity, space utilization, difficulty, and concentration of the choreography operation from the user.
The section motion search is a search based on at least one of a video file and a camera photographed image input by the user, and the choreography attribute search is a search based on at least one of a query for an attribute of a choreography and an audio file. Choreography concept supporting device,
The search unit,
A similar motion search module for performing a search based on a similarity determination in the choreography motion DB when the search target choreography is input from the user to the interval motion search; And
Choreography attribute support device comprising a choreography attribute search module for performing a search based on the similarity determination in the choreography attribute DB, if the search target choreography input from the user to the choreography attribute search.
The similar motion search module,
A skeletal information extracting unit for extracting a skeletal information sequence composed of position information of each joint through skeletal extraction of a body from a search target choreography of a video file and a camera photographed image input by the user;
A feature description unit for extracting a feature descriptor specifying a posture of the search target choreography based on the skeletal information sequence;
A feature matching unit for comparing and matching the feature descriptor with the motion capture data stored in the choreography motion DB to output a matching distance matrix; And
And a dynamic matching search unit for calculating a similarity between the search target choreography and the motion capture data based on the matching distance matrix.
The biomechanical information is choreotropic visualization support device, characterized in that at least one of the information kinematics, kinetics and energy consumption information.
The kinematics information is information on the body position and movement is composed of the angle information of each joint, the kinematics information includes the ground reaction and the moment information as the information on the force affecting the body movement, the energy consumption Is a data estimated based on the heart rate measured by the heart rate measurement device and the muscle expression amount, which is a biosignal extracted from the EMG sensor, and is a total energy consumption and energy consumption information for each body part.
The output unit,
A choreography planning apparatus, characterized in that for providing the omnidirectional viewing function for the choreograph data through the input device to the user.
The output unit,
The choreography concept support apparatus, characterized in that for displaying the biomechanical information in different colors for each level.
Storing biomechanical information for each of the plurality of choreography operations in a choreography attribute DB;
Receiving a search target choreography from at least one method of section motion search and choreography attribute search from a user;
The choreography motion DB and the choreography attribute DB are searched based on the similarity judgment, and when the search target choreography is input through the segment motion search and the choreography attribute search, weights are applied to the segment motion search and the choreography attribute search, respectively. Performing the similarity determination; And
And displaying choreography data of the choreography operation DB and the choreography attribute DB retrieved based on the determined similarity to the user,
The displaying step,
When the weight is assigned, the choreograph data of the searched choreography operation DB and the choreography data of the choreography attribute DB are displayed such that the choreograph data of the DB with a higher weight is positioned above the search result list,
The choreography attribute search method is choreographed support method, characterized in that made by the user to query at least one of the speed, power, flexibility, complexity, space utilization, difficulty, and concentration of the choreography operation.
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KR20210109825A (en) | 2020-02-28 | 2021-09-07 | 주식회사 안무공장 | Recording Medium |
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