JP2009232942A - Method for analyzing gravity center position - Google Patents

Method for analyzing gravity center position Download PDF

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JP2009232942A
JP2009232942A JP2008079987A JP2008079987A JP2009232942A JP 2009232942 A JP2009232942 A JP 2009232942A JP 2008079987 A JP2008079987 A JP 2008079987A JP 2008079987 A JP2008079987 A JP 2008079987A JP 2009232942 A JP2009232942 A JP 2009232942A
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foot
center
image data
gravity
value
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JP5417654B2 (en
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Katsuya Matsunaga
勝也 松永
Kazuaki Goshi
和晃 合志
Masaki Hayashi
政喜 林
Kazuo Hirakawa
和生 平川
Koichiro Enishi
浩一郎 江西
Takahiro Izumi
貴浩 泉
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Asahi Corp
Nakamura Sangyo Gakuen
Asahi Tsusho Co Ltd
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Asahi Corp
Nakamura Sangyo Gakuen
Asahi Tsusho Co Ltd
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Abstract

<P>PROBLEM TO BE SOLVED: To provide a method for analyzing a gravity center position accurately, quickly, and easily by using sole image data. <P>SOLUTION: The soles of the feet are mounted on a transparent body which projects light inside. Color components of right and left sole image data acquired by imaging the soles from the rear side are converted from RGB values to HSV values, and sole grounded part images are extracted by means of a threshold value. Color components of the extracted sole grounded data are then converted from HSV values to RGB values. The product of a luminance value and a coordinate axis is acquired for each pixel, and the sum of the products of all pixels are acquired. The acquired sum is then divided by the sum of all luminance values of the RGB values of the sole grounded image data. By doing so, the gravity center position of a subject is analyzed. <P>COPYRIGHT: (C)2010,JPO&INPIT

Description

本発明は、被測定者の立位姿勢や健康状態を検査するために、両足で起立した際の重心位置の解析法に関するものである。   The present invention relates to a method for analyzing the position of the center of gravity when standing on both feet in order to inspect the standing posture and health condition of a measurement subject.

一般に人の頭の傾き、脊柱のねじれなどの姿勢により左右の足にかかる荷重分布が異なり、健康状態に密接に関連することが言われている。   Generally, it is said that the load distribution on the left and right feet varies depending on postures such as human head tilt and spinal column twist, and is closely related to health.

よって、左右の足にかかる荷重や重心位置を測定することにより、身体の姿勢の異常や健康状態を知ることができる。   Therefore, by measuring the load applied to the left and right feet and the position of the center of gravity, it is possible to know the abnormal posture and health of the body.

従来、左右の足にかかる荷重、重心位置を測定するための装置として、バランス測定装置が特開平10−192259号で開示されている。この装置は、一定の大きさの小区画に分割され、その区画毎に独立して荷重の測定が可能な圧力センサシートを備え、検出された信号を処理しデータ出力部に画像や数値として出力するデータ処理部からなるものである。   Conventionally, a balance measuring device is disclosed in Japanese Patent Laid-Open No. 10-192259 as a device for measuring the load applied to the left and right feet and the position of the center of gravity. This device is divided into small sections of a certain size, each of which has a pressure sensor sheet that can measure the load independently, processes the detected signal and outputs it to the data output unit as an image or numerical value It consists of a data processing unit.

これによって、この発明の圧力センサシートは小区画毎に荷重を検出することができ、これにより足裏にかかる荷重分布、足の大きさ、および土踏まずの形成度、片足毎の重心位置を詳細に測定することができる。   As a result, the pressure sensor sheet according to the present invention can detect the load for each of the small sections, whereby the load distribution on the sole, the size of the foot, the degree of formation of the arch, and the position of the center of gravity for each foot are detailed. Can be measured.

また、重心位置測定方法として、特公昭50−16919号が記載されている。これは、被測定体を透光体からなる測定体上に接触支持し、この透明体に光を投射して被測定体の接地面において乱反射させて測定体に被測定体の接地面を接地像として映し出し、かつ、測定体に加わる被測定体の重心位置を荷重センサによって検出し、前記接地像と上記重心位置と重ねてみるものである。   Japanese Patent Publication No. 50-16919 is described as a method for measuring the center of gravity. This is because the object to be measured is contacted and supported on a measuring body made of a translucent body, light is projected onto the transparent body and diffusely reflected on the grounding surface of the body to be measured, and the grounding surface of the body to be measured is grounded to the measuring body. The center of gravity of the object to be measured that is projected as an image and applied to the measuring body is detected by a load sensor, and the ground contact image and the center of gravity are overlapped.

これによって、この発明は足裏とともに重心の位置およびその移動を明確に視察することができる。   Thus, the present invention can clearly observe the position of the center of gravity and its movement together with the soles.

その他、足底部圧力分布を測定する方式としては、圧・光変換方式がある。これは、強化ガラスによる測定台に上に被験者が立ち、強化ガラスは対面する2辺に設置された光源により照らされ、強化ガラスの上面は薄いフィルムあるいはゴムやプラスチックのマットで覆われ、測定台の下から足裏を撮影し、その撮影画像はパーソナルコンピュータに取り込まれディスプレイに表示されるものである。
特開平10−192259号公報 特公昭50−16919号公報
In addition, as a method for measuring the plantar pressure distribution, there is a pressure / light conversion method. This is because the subject stands on a measuring table made of tempered glass, the tempered glass is illuminated by light sources installed on the two sides facing each other, and the upper surface of the tempered glass is covered with a thin film or a rubber or plastic mat. The sole is photographed from below, and the photographed image is captured by a personal computer and displayed on a display.
Japanese Patent Laid-Open No. 10-192259 Japanese Patent Publication No. 50-16919

従来の特開平10−192259号のバランス測定装置は、圧力センサシートが小区画毎であるので画像はモザイク図形となり鮮明でない。このため、荷重分布や足の大きさなど正確に測定することは困難であった。そして、圧力センサシートは測定台の荷重のかかり方の差もあり、初期の出力に違いが生じているため、その出力に対する増幅率も異なり測定精度に欠けていた。さらに、本装置は機械的メカニズムであることから機構が複雑で高価であり、故障の原因ともなっていた。また特公昭50−16919号の重心位置測定法は測定盤を支持する荷重検出器が設けてあり、前者と同様に荷重センサなどの機械的メカニズムであることから重心位置検出機構が複雑で高価であり故障の原因ともなっていた。そして、足底分布の圧・光変換方式は撮影画像により圧力分布を観測することができても重心位置を迅速かつ簡易に測定するまでは至っていなかった。   In the conventional balance measuring apparatus disclosed in Japanese Patent Application Laid-Open No. 10-192259, the pressure sensor sheet is provided for each small section, so the image becomes a mosaic figure and is not clear. For this reason, it has been difficult to accurately measure the load distribution and the size of the foot. The pressure sensor sheet has a difference in how the load on the measurement table is applied, and a difference occurs in the initial output. Therefore, the amplification factor for the output is different and the measurement accuracy is lacking. Further, since this apparatus is a mechanical mechanism, the mechanism is complicated and expensive, and it causes a failure. In addition, the center of gravity position measuring method disclosed in Japanese Patent Publication No. 50-16919 is provided with a load detector that supports the measuring panel, and since it is a mechanical mechanism such as a load sensor like the former, the center of gravity position detecting mechanism is complicated and expensive. There was also a cause of failure. The pressure / light conversion method for the sole distribution has not yet been able to quickly and easily measure the position of the center of gravity even if the pressure distribution can be observed from the photographed image.

本発明は足圧に相関するガラス板上の足裏の接地部分面積、入射光量、形の変動に着目し、足裏接地部画像における接地領域の迅速な測定と重心位置の算出負担の軽減を目的とし、請求項1の発明では、被測定者の足裏画像から重心位置を解析する方法において、内部に光を投射させた透明板に足を載せ、撮像手段によりその透明板の裏面側から撮像し得た左右の足形画像から足裏接地部画像データを抽出し、その抽出した足裏接地部画像データの各画素の輝度値と座標軸の積の全画素の合計と、その足裏接地部画像データの全輝度値の合計で除して被測定者の重心位置を算出する。   The present invention pays attention to the contact area of the sole on the glass plate, the amount of incident light, and the variation of the shape that correlates with the foot pressure, and reduces the burden of calculating the center of gravity position quickly by measuring the contact area in the foot contact area image. For the purpose, in the first aspect of the invention, in the method of analyzing the position of the center of gravity from the sole image of the person to be measured, the foot is placed on a transparent plate on which light is projected, and the image pickup means is used to detect the center of gravity from the back side of the transparent plate. Extracting the foot contact portion image data from the captured left and right foot image, the sum of all pixels of the product of the luminance value and coordinate axis of each pixel of the extracted foot contact portion image data, and the foot contact portion The center-of-gravity position of the measurement subject is calculated by dividing by the sum of all luminance values of the image data.

これにより、本発明はガラスに映し出された足の底圧に相関する輝度に基づいた足裏接地部画像データで簡易に算出できるので、被測定者の重心位置を高精度に迅速かつ簡易に解析できる。   As a result, the present invention can easily calculate with the ground contact part image data based on the brightness correlated with the sole pressure projected on the glass, so that the position of the center of gravity of the measurement subject can be analyzed quickly and easily with high accuracy. it can.

また、請求項2の発明は被測定者の足裏画像から重心位置を解析する方法において、内部に光を投射させた透明板に足を載せて、撮像手段によりその透明板の裏面側から撮像し得た左右の足形画像の色成分をRGB値からHSV値に変換し閾値で足裏接地部画像データを抽出し、その抽出した足裏接地部画像データの色成分を用いて各画素の輝度値と座標軸の積の全画素の合計と、その足裏接地部画像データのRGB値の全輝度値の合計で除して被測定者の重心位置を算出する。そして、本発明の各画素の輝度値はRGB値をデジタル値で表現し、その値の和とする。   According to a second aspect of the present invention, in the method of analyzing the position of the center of gravity from the sole image of the measurement subject, the foot is placed on a transparent plate on which light is projected, and the image is taken from the back side of the transparent plate by the imaging means. The obtained color components of the left and right foot image are converted from RGB values to HSV values, and the foot contact portion image data is extracted with a threshold value. The luminance of each pixel is obtained using the color components of the extracted foot contact portion image data. The center-of-gravity position of the measurement subject is calculated by dividing the sum of all the pixels of the product of the value and the coordinate axis by the sum of all luminance values of the RGB values of the sole ground contact portion image data. The luminance value of each pixel of the present invention is expressed as an RGB value as a digital value, and is the sum of the values.

本発明は、足裏接地部画像の色成分をRGB値よりHSV値に変換した理由は色相を360度の円環で表すことができるため、背景と人の色の判別がし易くなり、閾値により正確に接地足裏部を抽出し易い利点がある。また、重心位置を算出するにはRGB値の加重平均より簡易に求めることができるからである。この組み合わせにより、本発明は足裏接地部画像データを正確に抽出でき、高精度で重心位置を解析できる。     In the present invention, the reason why the color component of the foot contact portion image is converted from the RGB value to the HSV value is that the hue can be represented by a 360-degree ring, so that it is easy to distinguish the background color from the human color. Thus, there is an advantage that it is easy to accurately extract the ground contact sole. This is also because the center of gravity position can be calculated easily from the weighted average of RGB values. By this combination, the present invention can accurately extract the foot contact portion image data and analyze the center of gravity position with high accuracy.

さらには、請求項3の発明は被測定者の足裏画像から重心位置を解析する方法において、内部に光を投射させた透明板に足を載せて撮像手段によりその透明板の裏面側から撮像し得た左右の足形画像の色成分をRGB値からHSV値に変換し、閾値で足裏接地部画像データを抽出し、その抽出した足裏接地部画像データの色成分を用いて各画素の輝度値と座標軸の積の全画素の合計と、その足裏接地部画像データのRGB値の全輝度の合計で除して被測定者の重心位置を算出し、前記被測定者の左右の足形画像に夫々左右足及び左右足全体の重心位置を表示する。   Furthermore, the invention of claim 3 is a method for analyzing the position of the center of gravity from the sole image of the measurement subject, and the image is taken from the back side of the transparent plate by placing the foot on the transparent plate on which light is projected. The obtained color components of the left and right foot image are converted from RGB values to HSV values, the foot contact portion image data is extracted with a threshold value, and the color components of the extracted foot contact portion image data are used for each pixel. Calculate the center of gravity position of the person to be measured by dividing the sum of all the pixels of the product of the brightness value and the coordinate axis and the total brightness of the RGB values of the sole ground contact portion image data, and the left and right footprints of the person to be measured The center of gravity positions of the left and right feet and the entire left and right feet are displayed on the image, respectively.

これにより、被測定者の重心位置を視覚的に確認し身体の姿勢の異常や健康状態を観察することができる。   As a result, it is possible to visually confirm the position of the center of gravity of the measurement subject and observe the abnormal posture and health of the body.

本発明の重心位置解析法は、足の底圧が足裏画像の接地面画像の輝度と相関しており、足裏画像データの接地部の各画素での輝度と座標軸との積の全画素の合計を、その接地部分の全輝度値の合計に基づき高精度で重心位置を簡易に算定することができる。また、本発明は従来の圧力(荷重)センサが不要であるので故障がなく簡易に求めることができる利点がある。しかも、本発明の重心位置解析は算出の演算量が少ないので高速演算が可能である。   According to the center of gravity position analysis method of the present invention, the sole pressure of the foot correlates with the brightness of the ground plane image of the sole image, and all the pixels of the product of the brightness at each pixel of the ground portion of the sole image data and the coordinate axis The center of gravity position can be easily calculated with high accuracy based on the sum of all luminance values of the ground contact portion. In addition, the present invention has an advantage that a conventional pressure (load) sensor is not required and can be easily obtained without failure. In addition, the center of gravity position analysis of the present invention can be performed at high speed because the amount of calculation is small.

本発明は被測定者の足を内部に光を投射させた透明板に載せ、その透明板の裏面から撮像した足裏接地画像データでの座標軸及び輝度値を利用して高精度で迅速且つ容易な重心位置の解析法を実現した。   The present invention places a measurement subject's foot on a transparent plate on which light is projected, and uses a coordinate axis and a luminance value in a sole contact image data imaged from the back side of the transparent plate to make high-speed, quick and easy. Realized a method for analyzing the center of gravity.

本発明の1実施例を図面に基づいて説明する。図1は被測定者の足裏をカメラでの撮影を示す説明図である。図2は図1において撮像した足形画像の重心位置を示す説明図であり、図3は重心位置解析工程を示すフローチャートである。 An embodiment of the present invention will be described with reference to the drawings. FIG. 1 is an explanatory view showing photographing of the sole of a person to be measured with a camera. FIG. 2 is an explanatory diagram showing the barycentric position of the foot image captured in FIG. 1, and FIG. 3 is a flowchart showing the barycentric position analyzing step.

被測定者は図1に示すように仕切り幕を形成し外部の光を遮断した測定器の部屋に足Fを挿入し内部に光源2の光を投射させたガラス板(透明板)に載せ、デジタルカメラ3(撮像手段)でそのガラス板の下から反射鏡4を通して左右の足を撮影して図2に示すように足形画像5がコンピュータ(図示せず)に取り込まれる。撮影された足形画像は、背景が青色とされ、左右の足裏を写しこんでいる。この際、ガラス板の内部に投射された光はガラス内では全反射して外部には出ないが、皮膚は空気よりも光密度が大きいので、ガラス板の上に皮膚が接すると、その部分での臨界角は大きくなり、皮膚接触部分では光は屈折しガラス外部に出て行く。皮膚のガラスへの接触面積は圧力に比例して増大する。従って、その光が皮膚部分で乱反射し接触面の光の量は圧力に比例して輝度値 (光量)が増加する。該足形撮像画像がカメラの設置角度やレンズの関係で画像歪が生じている場合は、コンピュータにより画像の歪を修正し較正画像を得たほうが好ましい。   As shown in FIG. 1, the person to be measured is placed on a glass plate (transparent plate) in which a screen is formed and a foot F is inserted into the room of the measuring instrument that blocks the external light and the light of the light source 2 is projected inside. The left and right feet are photographed through the reflecting mirror 4 from below the glass plate by the digital camera 3 (imaging means), and a foot image 5 is taken into a computer (not shown) as shown in FIG. The captured footprint image has a blue background, and the left and right soles are captured. At this time, the light projected on the inside of the glass plate is totally reflected in the glass and does not come out, but the skin has a light density higher than that of air. The critical angle becomes large, and light is refracted at the skin contact part and goes out of the glass. The contact area of the skin with the glass increases in proportion to the pressure. Therefore, the light is irregularly reflected on the skin portion, and the amount of light on the contact surface increases in luminance value (light quantity) in proportion to the pressure. If the foot-shaped captured image has image distortion due to the camera installation angle or the lens, it is preferable to obtain a calibration image by correcting the image distortion by a computer.

次に重心位置解析の工程を説明する。まずステップ1で上記取り込まれたカラーの足形画像5を読み込み、ステップ2でRGB値(赤、緑、青)からHSV値(色相、彩度、明度)に変換する。例えば、RGB値R:34 G:116 B:255をHSV値H:218 S:87 V:100へと変換する。次に、ステップ3で足形画像5から足裏接地部画像6の輪郭をHSV値の閾値により抽出する。   Next, the center of gravity position analysis process will be described. First, in step 1, the captured color footprint image 5 is read, and in step 2, RGB values (red, green, blue) are converted into HSV values (hue, saturation, brightness). For example, the RGB value R: 34 G: 116 B: 255 is converted into the HSV value H: 218 S: 87 V: 100. Next, in step 3, the contour of the sole contact portion image 6 is extracted from the footprint image 5 based on the HSV value threshold.

そして、被測定者の重心位置は上記左右足の足裏接地部画像の画素の輝度値(光量)を利用して次のようにして求める。まず、ステップ4で左右各足の足裏接地画像データをHSV値からRGB値に変換し、そのRGB値の合計を算出する。次に、ステップ5、ステップ6で足裏接地部領域について水平方向座標をX、垂直方向座標をY、座標(Xm、Yn)における画素の輝度値をp(Xm 、Yn)とし、各画素の接地座標のX座標及びY座標における輝度値と座標軸との積の全画素の合計を輝度モーメントとして計算し、その輝度モーメントを接地面におけるRGB値の全輝度値合計で除することで左右足の重心座標(XG, YG)を求める。求める式は次の通りである。
The center-of-gravity position of the person to be measured is obtained as follows using the luminance value (light quantity) of the pixel in the above-mentioned left and right foot sole contact portion image. First, in step 4, the foot contact ground image data of the left and right feet is converted from HSV values to RGB values, and the sum of the RGB values is calculated. Next, in step 5 and step 6, regarding the sole ground contact area, the horizontal coordinate is X, the vertical coordinate is Y, and the luminance value of the pixel at the coordinate (Xm, Yn) is p (Xm, Yn). Calculate the sum of all pixels of the product of the brightness value and the coordinate axis in the X and Y coordinates of the ground coordinates as the brightness moment, and divide the brightness moment by the total brightness value of the RGB values on the ground plane to calculate the left and right foot Find the barycentric coordinates (X G , Y G ). The formula to be calculated is as follows.

上記で求めた被測定者の重心座標は上記の通りガラスに映し出された足の底圧に相関する輝度値に基づいているので重心と見なすことができ、より高精度で解析できた。そして、ステップ7で該重心9の位置を足形画像5に表示すれば、被測定者の重心位置を視覚的に確認し身体の姿勢の異常や健康状態を観察することができる。   Since the center-of-gravity coordinates of the measurement subject determined above are based on the luminance value correlated with the bottom pressure of the foot projected on the glass as described above, it can be regarded as the center of gravity, and can be analyzed with higher accuracy. If the position of the center of gravity 9 is displayed on the foot image 5 in step 7, the center of gravity position of the person to be measured can be visually confirmed to observe the abnormal posture of the body and the health condition.

本発明は撮影画像をCCDカメラで撮影し動画像とすることによって、被測定者の重心動揺の経時的状況を知ることができ、平衡能力に関するデータを得ることができる。   According to the present invention, by taking a captured image with a CCD camera and making it a moving image, it is possible to know the situation of the subject's center-of-gravity sway over time, and to obtain data relating to balance ability.

本発明の1実施例において被測定者の足裏をカメラで撮影を示す説明図である。It is explanatory drawing which shows imaging | photography of a to-be-measured person's sole with a camera in one Example of this invention. 図1において撮像し得た足裏画像の重心位置を示す説明図である。It is explanatory drawing which shows the gravity center position of the sole image which could be imaged in FIG. 本発明の1実施例において、重心位置解析工程を示すフローチャートである。In one Example of this invention, it is a flowchart which shows a gravity center position analysis process.

符号の説明Explanation of symbols

1 ガラス
2 光源
3 カメラ
4 反射鏡
5 足形画像
6 足裏接地部画像
7 左足の重心位置
8 右足の重心位置
9 重心
F 足
DESCRIPTION OF SYMBOLS 1 Glass 2 Light source 3 Camera 4 Reflector 5 Foot-shaped image 6 Foot grounding part image 7 Center of gravity position of left foot 8 Center of gravity position of right foot 9 Center of gravity F foot

Claims (3)

被測定者の足裏画像から重心位置を解析する方法において、内部に光を投射させた透明板に足を載せ、撮像手段によりその透明板の裏面側から撮像し得た左右の足形画像から足裏接地部画像データを抽出し、その抽出した足裏接地部画像データの各画素の輝度値と座標軸の積の全画素の合計と、その足裏接地部画像データの全輝度値の合計で除して被測定者の重心位置を算出したことを特徴とする重心位置解析法。   In the method of analyzing the position of the center of gravity from the foot image of the person to be measured, the foot is placed on the transparent plate on which light is projected and the foot is obtained from the left and right foot images obtained by imaging means from the back side of the transparent plate. Extract the back ground image data, and divide by the sum of all pixels of the product of the brightness value of each pixel and the coordinate axis of the extracted foot ground image data and the total brightness value of the foot ground image data. Then, the center-of-gravity position analysis method is characterized in that the center-of-gravity position of the measurement subject is calculated. 被測定者の足裏画像から重心位置を解析する方法において、内部に光を投射させた透明板に足を載せ、撮像手段によりその透明板の裏面側から撮像し得た左右の足形画像の色成分をRGB値からHSV値に変換し、閾値で足裏接地部画像データを抽出し、その抽出した足裏接地部画像データの色成分を用いて各画素の輝度値と座標軸の積の全画素の合計と、その足裏接地部画像データのRGB値の全輝度値の合計で除して被測定者の重心位置を算出したことを特徴とする重心位置解析法。   In the method of analyzing the position of the center of gravity from the foot image of the person being measured, the colors of the left and right foot images obtained by placing the foot on a transparent plate that has been projected with light and imaging the back surface of the transparent plate by the imaging means The component is converted from the RGB value to the HSV value, the foot contact portion image data is extracted with a threshold value, and all the pixels of the product of the luminance value of each pixel and the coordinate axis are used by using the color component of the extracted foot contact portion image data. The center-of-gravity position analysis method is characterized in that the center-of-gravity position of the person to be measured is calculated by dividing the sum of the above and the total luminance value of the RGB values of the foot contact portion image data. 被測定者の足裏画像から重心位置を解析する方法において、内部に光を投射させた透明板に足を載せ、撮像手段によりその透明板の裏面側から撮像し得た左右の足型画像の色成分をRGB値からHSV値に変換し、閾値で足裏接地部画像データを抽出し、その抽出した足裏接地部画像データの色成分を用いて各画素の輝度値と座標軸の積の全画素の合計と、その足裏接地部画像データのRGB値の全輝度の合計で除して被測定者の重心位置を算出し、前記被測定者の左右の足形画像に夫々左右足及び左右足全体の重心位置を表示したことを特徴とする重心位置解析法。   In the method of analyzing the position of the center of gravity from the sole image of the person to be measured, the foot is placed on the transparent plate on which light is projected, and the left and right foot-shaped images obtained from the back side of the transparent plate by the imaging means The color component is converted from the RGB value to the HSV value, the foot contact portion image data is extracted with the threshold value, and the color component of the extracted foot contact portion image data is used to calculate the product of the luminance value of each pixel and the coordinate axis. The position of the center of gravity of the measurement subject is calculated by dividing the sum of the pixels and the total luminance of the RGB values of the foot ground contact portion image data, and the left and right feet and left and right feet are respectively calculated in the left and right foot images of the measurement subject. Center of gravity position analysis method characterized by displaying the entire center of gravity position.
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