JP6633875B2 - Exercise menu providing system and exercise menu providing method - Google Patents

Description

  The present invention relates to an exercise menu providing system and an exercise menu providing method for providing an exercise menu to a user. Menu provision method.

  Recently, many people care about their health by exercising, such as walking, jogging, and training in a gym. It is known that the posture of a person, that is, the figure in an unconsciously upright state, is very important for human health.

  Specifically, the inclination or deviation of the body posture from the center line (vertical virtual line) applies an unnatural load to the body, and may cause stiff shoulders and back pain. It is known that such a posture inclination or deviation can be corrected or reduced by exercise such as appropriate treatment or exercise.

  However, what exercises are appropriate is individual. Performing the wrong corrective exercise can be rather bad. For this reason, it is important to consult with an orthopedic surgeon, a sports instructor, or the like. Aside from doctors, it is very questionable whether a town instructor or gymnast teacher can look at the person, understand its condition, make appropriate judgments, and select appropriate correction or maintenance exercises. is there.

  In order to make such a judgment more objectively, a device using a large-scale device has been developed, but it is very expensive, and the cost burden is too large for general gymnastics classes and sports facilities to purchase. .

  Therefore, a system that objectively determines the state of a person to be measured by capturing an image of the person to be measured (user) with a device such as a smartphone has been developed as in Patent Document 1. In this method, the posture of the subject is determined by comparing the photographed user image with a general posture of a human body stored in advance. As a result, a large-scale device is not required, and it is possible to easily provide an exercise program according to the posture of the user.

JP 2014-78145 A

  However, in the system described in Patent Literature 1, the user's entire body is photographed, and the posture of the user is determined based on the photographed image of the entire user's body. There is a problem that the exercise program can not be provided.

  Therefore, the present invention has been made in view of the above-described problems, and one of the objects of the present invention is to analyze the posture of a specific part of a user from a photographed user image, An object of the present invention is to provide a system capable of providing an appropriate exercise menu according to a user posture.

  In order to achieve the above object, the present invention has at least the following configuration or executes a procedure. In the following description, reference numerals and the like shown in the drawings may be added to facilitate understanding of the present invention, but each component of the present invention is limited to that shown in the drawings. Rather, they should be construed broadly to the extent that those skilled in the art can technically understand.

An exercise menu providing system according to one aspect of the present invention is an exercise menu providing system that provides an exercise menu according to a posture of a user, wherein the photographing unit photographs a posture of the user, and a user image photographed by the photographing unit. Analyzing a posture of the specific part corresponding to each specific part image based on the specific part extracting means for extracting a specific part image indicating a plurality of specific parts from the plurality of specific part images extracted by the specific part extracting means; The apparatus includes a specific site analysis unit and an exercise menu providing unit that provides an exercise menu according to the posture of each specific site analyzed by the specific site analysis unit.
With this configuration, the exercise menu providing system according to one aspect of the present invention can provide an appropriate exercise menu according to the user posture by analyzing the posture of the specific part of the user from the captured user image. it can.

Further, preferably, the specific part analysis means is based on each specific part image extracted by the specific part extraction means, and the posture of each specific part is recorded in advance in any of a plurality of posture types of each specific part. A posture type determining means for determining whether the posture type is set is included.
With such a configuration, the exercise menu providing system according to one aspect of the present invention determines which of the plurality of posture types of each specific part in which the posture of each specific part is recorded in advance, It is possible to easily provide a more appropriate exercise menu according to the user's posture.

Preferably, the specific part analyzing means includes a comparing means for comparing each specific part image extracted by the specific part extracting means with an image indicating a plurality of posture types of each specific part recorded in advance, The type determination unit determines which of the plurality of posture types of the specific part the posture of each specific part is based on the comparison result of the comparison unit.
With such a configuration, the exercise menu providing system according to one aspect of the present invention can easily compare each specific region image with a pre-recorded image indicating a plurality of posture types of each specific region. It is possible to determine which posture type the posture is. Thus, a more appropriate exercise menu can be provided according to the user's posture.

Preferably, the specific part analyzing means includes auxiliary line superimposing means for superimposing an auxiliary line on each specific part image extracted by the specific part extracting means. Based on each superimposed specific part image, it is determined which of the plurality of posture types of the specific part the posture of each specific part is recorded in advance.
With such a configuration, the exercise menu providing system according to one aspect of the present invention superimposes an auxiliary line on each specific region image, so that it is easy to determine which posture type the posture of each specific region is. it can. Thus, a more appropriate exercise menu can be provided according to the user's posture.

In addition, preferably, the exercise menu providing means includes an exercise category setting means for setting an exercise category for exercising muscles and / or muscle groups related to at least the posture type determined by the posture type determination means in each specific part; Exercise menu selection means for selecting an exercise menu corresponding to the exercise category set by the exercise category setting means from a plurality of pre-recorded exercise menus for each specific part.
With such a configuration, the exercise menu providing system according to one aspect of the present invention sets an exercise category for exercising muscles and / or muscle groups related to a posture type, and sets an exercise menu corresponding to the exercise category for each specific part. For selection, a more appropriate exercise menu can be provided according to the user's posture.

Preferably, the exercise category setting means sets a plurality of exercise categories for each specific part.
With such a configuration, the exercise menu providing system according to one aspect of the present invention sets a plurality of exercise categories for each specific part, so that it is possible to provide a well-balanced and more appropriate exercise menu according to the user's posture.

Preferably, the exercise menu selecting means prevents the exercise menu selected for each specific part from overlapping with the exercise menu selected for another specific part.
With such a configuration, the exercise menu providing system according to one aspect of the present invention selects an exercise menu selected for each specific region so as not to overlap, and thus provides a more efficient and appropriate exercise menu according to the user's posture. Can be provided.

Preferably, the exercise menu providing system according to one aspect of the present invention further includes a photographing position guiding unit that guides the user to a position where the posture of the user is photographed, and a user that corrects a tilt of the user image photographed by the photographing unit. Image correction means.
With such a configuration, the exercise menu providing system according to one aspect of the present invention guides the user to the shooting position and corrects the inclination of the shot user image, so that the posture of the user can be analyzed more accurately. . Thus, a more appropriate exercise menu can be provided according to the user's posture.

Further, preferably, the user image correction means, the base surface detection means for detecting the base surface on which the user is standing, and a user image captured by the imaging means based on the base surface detected by the base surface detection means Center detecting means for detecting the center of the image, and inclination correcting means for correcting the inclination of the user image photographed by the photographing means based on the center detected by the center detecting means.
With this configuration, the exercise menu providing system according to one aspect of the present invention detects the center of the user image from the base surface on which the user stands, thereby correcting the inclination of the captured user image. Posture can be analyzed more accurately. Thus, a more appropriate exercise menu can be provided according to the user's posture.

Also preferably, the exercise menu providing system according to one aspect of the present invention includes a foot pressure detecting means for detecting a foot pressure of the user, and a center of gravity of the user based on the foot pressure of the user detected by the foot pressure detecting means. And a foot pressure determining means including at least one of a weight distribution determining means for determining a weight distribution of the user, wherein the exercise menu providing means is determined by the gravity center determining means. Provide an exercise menu according to the center of gravity of the user.
With such a configuration, the exercise menu providing system according to one aspect of the present invention determines the position of the center of gravity of the user and / or the weight distribution based on the foot pressure of the user, and thereby determines the position of the center of gravity and the weight of the user. Provide an exercise menu according to at least one of the distributions. Thus, a more appropriate exercise menu can be provided according to the user's posture.

  Furthermore, each processing performed by the exercise menu providing system of the present invention described above can be regarded as an exercise menu providing method that provides a series of processing procedures. This method is provided in the form of a program for causing a computer to execute a series of processing procedures. The program may be introduced into a computer in a form downloaded from a predetermined server, in a form of accessing a predetermined server storing the program via the Internet, or in a form recorded on a computer-readable recording medium. Good. Further, some or all of the functional blocks constituting the exercise menu providing system of the present invention described above may be realized as an LSI (Large-Scale Integration) or the like which is an integrated circuit.

  As described above, according to the present invention, it is possible to realize a system capable of providing an appropriate exercise menu according to the user posture by analyzing the posture of the specific part of the user from the photographed user image. .

1 is a functional block diagram illustrating an exercise menu providing system 100 according to a first embodiment of the present invention. It is a flow chart which shows the flow of processing of the exercise menu provision method 200 concerning a 1st embodiment of the present invention. FIG. 3 is a diagram illustrating a method of guiding a user to a predetermined shooting position before shooting. FIG. 9 is a diagram illustrating a method of setting a center line of a captured user image. FIG. 9 is a diagram showing a photographed user image 400. FIG. 7 is a diagram showing a specific region image 500 extracted from a photographed user image. It is a figure showing signs that a posture of the specific part concerned according to a forehead upper body part picture 511 is analyzed. It is a figure showing an exercise menu according to a posture of a specific part (frontal face upper body part) in frontal face upper body part picture 511. An exercise menu according to the posture of the specific part (upper body part) in the frontal body upper body image 511 and an exercise menu according to the posture of the specific part (sagittal upper back part) in the sagittal upper back image 521 FIG. 5 is a diagram showing a method of creating an exercise menu to be presented at one time. It is a functional block diagram showing the exercise menu provision system 900 concerning a 2nd embodiment of the present invention. It is a figure showing the method of analyzing the weight distribution and sole position of the sole.

  Hereinafter, each embodiment of the present invention will be specifically described with reference to the drawings. It should be noted that the embodiment described below is a specific example for carrying out the present invention, and does not limit the present invention.

<First embodiment>
FIG. 1 is a functional block diagram showing an exercise menu providing system 100 according to the first embodiment of the present invention. 1, the exercise menu providing system 100 includes an imaging unit 110, a specific part extracting unit 120, a specific part analyzing unit 130, and an exercise menu providing unit 140. The specific part analyzing means 130 includes an auxiliary line superimposing means 131, a comparing means 132, and a posture type determining means 133. Exercise menu providing means 140 includes exercise category setting means 141 and exercise menu selection means 142.

  FIG. 2 is a flowchart showing a processing flow of the exercise menu providing method 200 according to the first embodiment of the present invention. 2, the exercise menu providing method 200 includes steps S210 to S280, and each step is executed by a computer or the like.

[Shooting step]
In step S210, the photographing unit 110 photographs the posture of the user. Specifically, as a means for photographing the user, for example, a digital camera or a camera provided in a smartphone or tablet is used to photograph the user. Then, a frontal image and a sagittal image are acquired as user images.

  If the user is guided to a predetermined photographing position before photographing, and the inclination of the user image photographed after photographing is corrected, the posture of the user can be analyzed more accurately.

  FIG. 3 is a diagram illustrating a method of guiding a user to a predetermined shooting position before shooting. FIG. 3 shows a left foot guide and a right foot guide as the imaging position guide means. The user follows the right foot guide where the forefront of the user's right toe and the rear end of the heel are straight, just as the front of the forefinger of the user's left foot and the rear end of the heel are straight. To stand up. Thus, the user is positioned straight and parallel to the center with respect to the shooting direction from the camera, and can easily acquire the frontal image of the user.

  Here, the left foot guide and the right foot guide are described as straight lines that are straight and parallel to the shooting direction from the camera. However, the guide as the shooting position guide means is not limited to this, and the user is provided with a predetermined guide. Any mode may be used as long as the guide can guide the user to the shooting position. For example, a mark indicating a point where a toe or a heel is placed, a guide indicating a foot type, or the like can be considered.

  Also, when acquiring the sagittal plane image of the user, it goes without saying that the left foot guide and the right foot guide rotated by 90 degrees may be described.

  Further, a sensor or the like may be installed in the vicinity of a predetermined photographing position, and if the user's standing position deviates from the predetermined photographing position, the user may be visually and / or audibly alerted. Alternatively, the position of the camera to be photographed may be moved so that the relative positional relationship between the camera and the user becomes appropriate.

  In addition, when photographing a user, even if the user is standing in a predetermined photographing position, depending on the photographer (including automatic photographing using a self-timer or photographing using a remote control), a digital camera, a smartphone or a tablet may be used. Therefore, it is also conceivable that the user image cannot be taken straight and the user image is obtained with an inclination. In this case, after photographing the user, the inclination of the photographed user image may be corrected by the user image correcting means.

  A method of correcting the inclination of the captured user image by the user image correction unit will be described in detail. Here, the user image correction unit includes a base plane detection unit, a base plane detection unit, and a tilt correction unit.

  The basal plane detecting means detects a basal plane on which the user stands. FIG. 4A is a diagram illustrating a method of setting a center line of a captured user image. First, in FIG. 3, when photographing a user, the user stands at a predetermined photographing position, and a first marker and a second marker are arranged at both ends of the photographing position, and the first marker and the second marker are arranged. The two markers are also shot with the user. Next, in the photographed user image, the first marker and the second marker photographed in the image are connected by a line segment, and the line segment is detected as a base surface on which the user stands.

  The center detecting means draws a perpendicular bisector based on the base surface detected by the base surface detecting means, and sets the line as the center line of the captured user image.

  The inclination correcting means corrects the inclination of the captured user image based on the center line detected by the center detecting means. FIG. 4B is a diagram illustrating a captured user image 400. In FIG. 4B, the photographed user image 400 includes a frontal face user image 410 and a sagittal plane user image 420. Furthermore, although the center line is drawn so as to extend in the vertical direction in the photographed front face user image 410 and the sagittal plane user image 420, the photographed user is determined based on the center line set by the above-described procedure. Adjusting the image straight.

  In this way, by detecting the center of the user image from the base surface on which the user is standing, even if the user is photographed with an inclination, the inclination of the photographed user image is corrected. The user's posture can be analyzed more accurately.

  The correction of the user image by the user image correcting means may be automatically performed by a computer, or may be partially or entirely performed by a user operation. In the case where the operation is performed by a user operation, a means for receiving a user operation by a computer or guiding the user operation is provided.

[Specific site extraction step]
In step S220, the specific part extracting means 120 extracts specific part images indicating a plurality of specific parts from the user image captured by the image capturing means 110. FIG. 5 is a diagram showing a specific part image 500 extracted from the photographed user image. The specific part image 500 is extracted from the frontal face head image 510 and the frontal body upper body image 511 extracted from the frontal face user image 410 shown in FIG. 4B, and the sagittal plane user image 420 shown in FIG. 4B. Including a sagittal head image 520, an upper back sagittal image 521, and a main sagittal image 522.

[Specific site analysis step]
Next, in step S230 to step S260, the specific site analysis unit 130 generates a specific site image based on the plurality of specific site images (510, 511, 520, 521, 522) extracted by the specific site extraction unit 120. The posture of the specific part according to is analyzed.

  Here, the frontal body upper body image 511 will be described in detail as an example. FIG. 6 is a diagram illustrating a state in which the posture of the specific part according to the frontal body upper body part image 511 is analyzed.

(Auxiliary line necessity determination step)
In step S230, the specific part analyzing unit 130 superimposes an auxiliary line on the frontal body upper body image 511 in order to determine the posture type of the specific part based on the frontal upper body part image 511. It is determined whether or not. The computer automatically determines, based on the frontal body upper body image 511, whether or not the auxiliary line is superimposed on the frontal body upper body image 511, or whether or not the auxiliary line needs to be superimposed. It does not matter, and the user may select it.

  If there is no need to superimpose the auxiliary line on the frontal body upper body part image 511, the process proceeds to step S250 (No in step S230). For example, if it is possible to determine which posture type is the posture type of the specific part without superimposing the auxiliary line on the frontal body upper body image 511, or the user does not need to superimpose the auxiliary line. Or a case where it is desired to omit it.

  If the auxiliary line needs to be superimposed on the frontal body upper body part image 511, the process proceeds to step S240 (Yes in step S230). For example, it is necessary for the user to visually check the frontal body upper body image 511 displayed on the screen and superimpose an auxiliary line when determining which posture type is the posture type of the specific part. When it is determined that there is, or when the computer automatically determines which posture type is the posture type of the specific part, when the state is displayed on the screen in a form that is easy for the user to understand, etc. Can be considered. Here, a case will be described in detail where the user looks at the frontal body upper body image 511 displayed on the screen and determines which posture type is the posture type of the specific part.

(Auxiliary line superposition step)
In step S240, the auxiliary line superimposing unit 131 superimposes the auxiliary line on the frontal body upper body image 511 extracted by the specific part extracting unit 120. In FIG. 6, the auxiliary line superimposing unit 131 superimposes a first auxiliary line connecting both shoulders with line segments and a second auxiliary line connecting both waists with line segments on the frontal body upper body image 511.

  Here, the auxiliary line may be formed by the user freely selecting the start point and the end point in the frontal body upper body image 511 displayed on the screen, or the computer automatically detects, for example, both shoulders and the like. It may be formed after forming.

  Further, the formed auxiliary line may be movable. For example, the first auxiliary line may be translated downward and used for comparison with the second auxiliary line, or may be used for comparison with a cell superimposed on the frontal body upper body image 511. No problem.

  Further, the method of forming the auxiliary line and the moving form are not limited to these, and may be a straight line or a free line formed along handwriting, or may be a curve including a circle or an arc. I do not care. Furthermore, it may be a figure such as a triangle or a quadrangle.

  As described above, by superimposing the auxiliary line on the frontal body upper body image 511, it is possible to easily determine which posture type is the posture type of the specific part.

(Comparison step)
In step S250, the comparison unit 132 compares the frontal body upper body image 511 extracted by the specific region extraction unit 120 with a previously recorded image indicating a plurality of posture types of the specific region. In FIG. 6, the comparing unit 132 compares the frontal body upper body image 511 with the images indicating the posture types A to E. Here, the images indicating the posture types A to E are recorded in advance on a recording medium such as a memory, a database, or the like as images indicating typical posture types.

  As shown in FIG. 6, images showing the posture types A to E are displayed near the frontal body upper body image 511 in order to allow the user to compare or present the state of comparison by the computer in a manner that is easy for the user to understand. Although a list is displayed, the display format is not limited to this. For example, the images may be displayed one by one or a plurality of images one by one, or may be displayed one by one so as to be superimposed on the frontal body upper body image 511 one by one.

  As described above, by comparing the forehead upper body image 511 extracted by the specific part extracting unit 120 with the images indicating the posture types A to E recorded in advance, the posture of the specific part can be easily determined. It is possible to determine which posture type.

(Posture type determination step)
In step S260, the posture type determining unit 133 determines which of the posture types A to E is recorded in advance based on the frontal body upper body image 511 extracted by the specific part extracting unit 120. Is determined. Here, it is determined that the posture of the specific part is the posture type D among the posture types A to E while referring to the frontal body upper body image 511 including the inclination of the first auxiliary line and the second auxiliary line. .

[Exercise menu provision step]
Lastly, in steps S270 to S280, the exercise menu providing unit 140 performs the exercise according to the posture of each specific part in the specific part image (510, 511, 520, 521, 522) analyzed by the specific part analysis unit 130. Provide a menu.

  Note that, here also, the above-mentioned frontal body upper body image 511 will be described in detail as an example. FIG. 7 is a diagram showing an exercise menu according to the posture of a specific part (frontal body upper body) in the frontal body upper body image 511.

(Exercise category setting step)
In step S270, the exercise category setting unit 141 sets an exercise category for exercising at least a muscle and / or muscle group related to the posture type determined by the posture type determination unit 133 in the specific part (upper forehead). I do.

  As described above, since the posture type of the specific part is the posture type D (C curve), the muscles and / or muscle groups related to the C curve are exercised. For example, as shown in FIG. 7, the hip abductor muscle group, latissimus dorsi, etc. are exercised. The exercise category is a classification (level) for exercising the muscle and / or muscle group, and can be classified by various factors such as intensity of exercise, strength, magnitude of load, and speed. Yes, here, exercise categories such as "relax", "stretch", and "exercise" are set.

  The exercise category setting means 141 is configured to set a plurality of exercise categories, and the user is eventually provided with a well-balanced exercise menu of various levels.

(Exercise menu selection step)
In step S280, the exercise menu selection unit 142 selects an exercise menu corresponding to the exercise category set by the exercise category setting unit 141 from a plurality of exercise menus recorded in advance.

  As shown in FIG. 7, the exercise menu selection unit 142 selects an exercise menu corresponding to the exercise category “relax” in the hip abductor muscle group of posture type D, the latissimus dorsi, etc. The exercise menu is recorded in advance on a recording medium such as a memory, a database, or the like in association with the exercise category of the muscle / muscle group. Here, “relaxation operation 2” and “relaxation operation 3” are selected for the exercise categories “relax” such as the hip abductor muscle group and latissimus dorsi.

  Similarly, “stretching motion 2” and “stretching motion 3” are selected for the motion category “stretching” such as the hip abductor muscle group and latissimus dorsi muscle, and “training motion 1” is selected for the motion category “training”. And "Training operation 3" are selected.

  Steps S230 to S280 have been described in detail with reference to the frontal body upper body image 511 as an example, but the same processing is performed on the other specific part images (510, 520, 521, and 522), and each specific part An exercise menu corresponding to is provided.

  Therefore, if there is a case where the exercise menus corresponding to the respective specific parts overlap, the exercise menu selection unit 142 deletes the overlapped exercise menu (excluding the overlap selection). More specifically, if the exercise menu selected based on the frontal head image 510 and the exercise menu selected based on the sagittal head image 520 overlap, etc. Good. Also, for example, an exercise selected even if the specific parts are apart, such as the frontal face head image 510 and the frontal body upper body image 511 and the frontal face upper body image 511 and the sagittal plane main part image 522. Menus may be duplicated. In this case, similarly, the duplicated exercise menus may be integrated into one.

  Further, even if the duplicated exercise menu is deleted, if all the exercise menus corresponding to each specific part are presented, the user may be burdened in some cases.

  Therefore, the upper limit of the number of exercise menus to be presented at one time is set. A predetermined number of exercise menus are selected and presented from all types of exercise menus corresponding to each specific site. For example, at least one upper limit for each exercise category, three upper limits, and a total upper limit of six may be set.

  Here, the exercise menu selected in the exercise menu presented at one time may be selected based on a preset rule or may be selected at random. As a rule set in advance, a priority and weighting are set based on the age, physical strength, exercise category, and degree of physical distortion of the user, and a selection method based on these may be considered. Further, it may be configured to be selectable by the user.

  FIG. 8 shows an exercise menu according to the posture of the specific part (frontal body upper part) in the frontal upper body part image 511 and the posture of the specific part (sagittal upper part back) in the sagittal plane upper back image 521. FIG. 11 is a diagram illustrating a method of creating an exercise menu to be presented at a time from an exercise menu corresponding to the exercise menu. In the present embodiment, in practice, an exercise menu corresponding to the posture of each specific part in the five specific part images is created, but here, for convenience of explanation for easy understanding, the frontal body upper body image 511 and A description will be given by taking only two of the sagittal plane upper back image 521 as an example.

  In FIG. 8, six exercise menus corresponding to the posture type D of the frontal body upper body portion and six exercise menus corresponding to the sagittal upper back posture type B are selected. Here, it is assumed that provision of two exercise menus, two for each exercise category, and a total of six exercise menus is set in advance, and the first exercise menu is set so that exercise menus of the same type (the same) do not overlap. Output has been made.

  In addition, the output of the second exercise menu is also provided under the condition that two exercise menus are provided for each exercise category, that is, a total of six exercise menus are provided, and that exercise menus of the same type (the same) do not overlap. However, in the second time, the exercise menu that has not been selected in the first time is preferentially selected.

  As described above, since the exercise menus selected for each specific region are selected so as not to overlap, it is possible to provide a more efficient and appropriate exercise menu according to the user's posture.

  Furthermore, the upper limit of the total number of exercise menus is set in advance, and the number of exercise menus selected for each exercise category is also set. become. In addition, in the first, second, third, etc., the exercise menu not selected last time is preferentially selected, so that a well-balanced and effective exercise menu is provided for the user. In addition, the tiredness of providing various exercise menus is reduced.

  As described above, according to the exercise menu providing system 100 and the exercise menu providing method 200 according to the first embodiment of the present invention, by analyzing the posture of the specific part of the user from the photographed user image 400, An appropriate exercise menu can be provided according to the user's posture.

  In the present embodiment, five types of specific part images are extracted from the photographed user images. However, the specific part images to be extracted are not limited to five types. For example, specific parts such as knees and ankles are extracted. Images may be added and extracted, or conversely, two types of specific part images of the upper body and the lower body may be used. If the posture is analyzed as the specific part image, a detailed exercise menu for the specific part can be provided.

<Second embodiment>
Next, the second embodiment of the present invention is different from the first embodiment in that an exercise menu is provided in consideration of the center of gravity of the body. In the present embodiment, the balance of the center of gravity of the body will be described in detail.

  FIG. 9 is a functional block diagram showing an exercise menu providing system 900 according to the second embodiment of the present invention. 9, the exercise menu providing system 900 includes an imaging unit 110, a specific part extracting unit 120, a specific part analyzing unit 130, a foot pressure detecting unit 910, a foot pressure determining unit 920, and an exercise menu providing unit 940. Is provided. The specific part analyzing means 130 includes an auxiliary line superimposing means 131, a comparing means 132, and a posture type determining means 133. The foot pressure determining unit 920 includes a center-of-gravity position determining unit 921 and a weight distribution determining unit 922. Exercise menu providing means 940 includes exercise category setting means 941 and exercise menu selection means 942.

  In FIG. 9, the same components as those of the exercise menu providing system 100 according to the first embodiment of the present invention shown in FIG. 1 are denoted by the same reference numerals, and detailed description thereof will be omitted. In the present embodiment, a configuration different from the first embodiment of the present invention will be mainly described.

  The foot pressure detecting means 910 detects a user's foot pressure. Specifically, for example, when photographing the posture of the user, the user stands at a predetermined photographing position. Here, the weight distribution of the sole is acquired using a foot manometer.

  The center-of-gravity position determining unit 921 determines the position of the center of gravity of the user based on the user's foot pressure detected by the foot pressure detecting unit 910.

  The weight distribution determining unit 922 determines the weight distribution of the user based on the user's foot pressure detected by the foot pressure detecting unit 910.

  FIG. 10 is a diagram illustrating a method of analyzing the weight distribution of the sole and the position of the center of gravity. FIG. 10 illustrates a method (A) of analyzing left and right (left and right) balance by analyzing left and right weight distributions and a method (B) of analyzing right and left and right (left and right) balances by analyzing front and rear left and right weight distributions. . More specifically, (A) analyzes the left and right weight distribution when capturing the front face user image 410, and analyzes the left and right weight distribution when capturing the front face user image 410. It is possible to analyze the front and rear weight distribution when capturing the frontal user image 420, and (B) shows the front, rear, left and right when capturing both the frontal user image 410 and the sagittal user image 420. Can be analyzed. As described above, the weight distribution determining unit 922 can determine the weight distribution of the user.

  When it is detected that the left and right balance has a weight difference equal to or more than a predetermined value on the left and right, the center-of-gravity position determination unit 921 determines that the position of the center of gravity of the user is deviated to the left or right. In FIG. 10A, the position of the center of gravity of the user is the position of the center of gravity G0, which indicates that the position of the center of gravity is slightly biased to the right.

  Similarly, when it is detected that there is a weight difference that is equal to or greater than a predetermined value in the front-rear balance, the center-of-gravity position determination unit 921 determines that the position of the center of gravity of the user is biased to one of the front and rear. In FIG. 10A, the position of the center of gravity of the user is the position of the center of gravity G0, which indicates that the position of the center of gravity is slightly biased to the rear side.

  Further, similarly, when it is detected that the weight difference between the front, rear, left and right is greater than or equal to a predetermined value, the center of gravity position determining unit 921 shifts the position of the center of gravity of the user to one of the front, rear, left, and right. It is determined that there is. In FIG. 10B, the center of gravity of the left foot (front side) of the user is the center of gravity position G1, which indicates that the center of gravity is slightly biased to the front side (right side), and the center of gravity of the user's right foot (rear side) is shown. The position of the center of gravity is the position of the center of gravity G2, which indicates that the position of the center of gravity is slightly biased toward the front side (right side).

  The center of gravity position may be determined based on the entire center of gravity position, or the left and right center of gravity positions may be determined. Further, the position of the center of gravity of the entirety and the positions of the centers of gravity of the right and left may be determined.

  The exercise menu providing unit 940 provides an exercise menu corresponding to the position of the center of gravity of the user determined by the center-of-gravity position determining unit 921 and the weight distribution of the user determined by the weight distribution determining unit 922.

  Specifically, when the position of the center of gravity of the user and the weight distribution determining unit 922 determine that the weight of the user is biased left and right by the center of gravity position determining unit 921, the exercise category setting unit 941 and the exercise menu selecting unit The exercise menu 942 provides an exercise menu in consideration of the left-right bias in addition to the posture of the specific part analyzed based on the front face user image 410 by the specific part analysis unit 130.

  Similarly, when the position of the center of gravity of the user is determined by the center-of-gravity position determining unit 921 and the weight of the user is deviated to the front and rear by the weight distribution determining unit 922, the exercise category setting unit 941 and the exercise menu selecting unit 942 determine In addition, the exercise menu is provided in consideration of the front-back bias and the posture of the specific part analyzed based on the sagittal plane user image 420 by the specific part analysis unit 130.

  As shown in FIG. 10B, the weight distribution of the sole of the user can be analyzed in more detail with respect to not only the left / right or front / back, but also the front / back / left / right balance. Furthermore, the analysis of the weight distribution of the sole is not limited to these area distributions, but may be divided into smaller areas and the weight distribution of the sole may be analyzed in more detail. By analyzing the weight distribution of the sole in more detail, the position (bias) of the center of gravity of the user and the weight distribution can be determined in more detail, and the determination result can be reflected in providing an exercise menu, which is more appropriate for the user. Exercise menu can be provided.

  As described above, according to the exercise menu providing system 900 and the exercise menu providing method according to the second embodiment of the present invention, the posture of the specific part of the user is analyzed from the photographed user image, and thereby the user is analyzed. An appropriate exercise menu can be provided according to the posture, and further, by determining the position of the center of gravity of the user based on the foot pressure of the user, the position of the center of gravity of the user and / or the weighted distribution of the user can be determined. Exercise menu can be provided.

  As a result, according to the exercise menu providing system 900 and the exercise menu providing method according to the second embodiment of the present invention, a more appropriate exercise menu can be provided according to the user's posture.

  In the present embodiment, the foot pressure determination unit 920 has been described to include the center of gravity position determination unit 921 and the weight distribution unit 922. However, if any one of the center of gravity position determination unit 921 and the weight distribution unit 922 is provided. It is needless to say that if a certain effect is obtained and both are provided, the effect is further improved.

  The exercise menu providing system according to the present invention is provided by, for example, a sports gym or the like, and is realized by a computer that cooperates with a smartphone or tablet. The computer may be a stand-alone type, a server-client type system, or may be provided as a cloud service that has become widespread in recent years.

  The specific description of each embodiment of the present invention has been given above. The above description is merely an embodiment, and the scope of the present invention is not limited to this embodiment but is widely interpreted to a range that can be understood by those skilled in the art.

  INDUSTRIAL APPLICABILITY The present invention is applicable to an exercise menu providing system corresponding to a user's posture.

100, 900 Exercise menu providing system 110 Imaging means 120 Specific part extracting means 130 Specific part analyzing means 131 Auxiliary line superimposing means 132 Comparison means 133 Posture type determining means 140, 940 Exercise menu providing means 141, 941 Exercise category setting means 142, 942 Exercise menu selection means 200 Exercise menu providing method S210 to S280 Each step 400 User image 410 Frontal plane user image 420 Sagittal plane user image 500 Specific part image 510 Frontal plane head image 511 Frontal plane upper body image 520 Sagittal head Part image 521 Sagittal plane upper back image 522 Sagittal plane waist image 910 Foot pressure detecting means 920 Foot pressure determining means 921 Center of gravity position determining means 922 Weight distribution determining means

Claims (8)

An exercise menu providing system that provides an exercise menu according to the posture of the user,
Photographing means for photographing the posture of the user;
A specific site extraction unit that extracts a specific site image indicating a plurality of specific sites from the user image captured by the imaging unit;
On the basis of the plurality of the specific portion image extracted by the specific site extracting means, and the particular site analysis means for analyzing the orientation of each specific site corresponding to each of the specific region image,
E Bei and a workout menu providing unit for providing exercise menu corresponding to the respective postures of the specific sites analyzed by the specific site analysis means,
The specific part analysis means may include any one of a plurality of posture types of each specific part in which the posture of each specific part based on each specific part image extracted by the specific part extraction means is recorded in advance. And posture type determination means for determining whether
The exercise menu providing means,
At each of the specific parts, at least a muscle and / or muscle group related to the posture type determined by the posture type determination unit is selected, and a plurality of exercise categories for exercising the selected muscle and / or muscle group are selected. Exercise category setting means to set,
Among a plurality of pre-recorded exercise menus, an exercise menu corresponding to the exercise category set by the exercise category setting means, and an exercise menu selection means for selecting the specific part for each specific part, Exercise menu providing system. The specific site analysis unit includes a comparison unit that compares each specific site image extracted by the specific site extraction unit with an image indicating a plurality of posture types of each specific site recorded in advance,
The posture type determining means determines which of the plurality of posture types of the specific part the posture of each specific part is based on a comparison result of the comparing means. The exercise menu providing system according to claim 1 , wherein: The specific site analysis unit includes an auxiliary line superimposition unit that superimposes an auxiliary line on each specific site image extracted by the specific site extraction unit,
The posture type determination means may include any of a plurality of posture types of each specific part in which the posture of each specific part is recorded in advance based on each specific part image on which an auxiliary line is superimposed by the auxiliary line superimposing means. The exercise menu providing system according to claim 1 or 2 , wherein it is determined whether or not the posture type is the posture type. The exercise menu selection means, characterized in that the exercise menu to be selected for each of the specific sites so as not to overlap with the exercise menu to be selected in other specific site, any of claims 1 to 3 Exercise menu providing system described in. A photographing position guiding unit for guiding the user to a position where the posture of the user is photographed;
Wherein the user image correcting means for correcting the tilt of the user image taken by the image pickup means, and further comprising a, exercise menu providing system according to any one of claims 1 to 4. The user image correction means,
Base surface detection means for detecting a base surface on which the user is standing,
Based on the base surface detected by the base surface detection unit, a center detection unit that detects the center of the user image captured by the imaging unit,
The exercise menu providing system according to claim 5 , further comprising: inclination correction means for correcting the inclination of the user image photographed by the photographing means based on the center detected by the center detection means. . Foot pressure detecting means for detecting the foot pressure of the user,
A foot including at least one of a center of gravity position determining unit that determines the position of the center of gravity of the user based on the foot pressure of the user detected by the foot pressure detecting unit and a weight distribution determining unit that determines the weight distribution of the user. Pressure determination means,
The exercise menu providing device according to any one of claims 1 to 6 , wherein the exercise menu providing device provides an exercise menu according to the position of the center of gravity of the user determined by the gravity center position determining device. system. An exercise menu providing method executed by an exercise menu providing system that provides an exercise menu according to a posture of a user,
A photographing step of photographing the posture of the user;
A specific part extraction step of extracting a specific part image indicating a plurality of specific parts from the user image photographed in the photographing step,
Wherein based on the specific site extracting each of a plurality of the specific portion image extracted in step, a specific part analysis step of analyzing the orientation of each specific site corresponding to each of the specific region image,
See containing and a workout menu providing step of providing exercise menu corresponding to the respective postures of the specific sites analyzed by the specific site analysis step,
The specific part analysis step is any one of a plurality of posture types of the specific part in which the posture of the specific part based on each of the specific part images extracted in the specific part extraction step is recorded in advance. Posture type determination step of determining whether the
The exercise menu providing step includes:
In each of the specific parts, at least a muscle and / or muscle group related to the posture type determined in the posture type determination step is selected, and a plurality of exercise categories for exercising the selected muscle and / or muscle group are selected. Exercise category setting step to set,
Among a plurality of exercise menus recorded in advance, an exercise menu corresponding to the exercise category set in the exercise category setting step, an exercise menu selection step of selecting for each of the specific parts, Exercise menu provision method.

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