JP2008029578A - Skin character evaluation method - Google Patents

Skin character evaluation method Download PDF

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JP2008029578A
JP2008029578A JP2006206119A JP2006206119A JP2008029578A JP 2008029578 A JP2008029578 A JP 2008029578A JP 2006206119 A JP2006206119 A JP 2006206119A JP 2006206119 A JP2006206119 A JP 2006206119A JP 2008029578 A JP2008029578 A JP 2008029578A
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skin
evaluation
hardness
dent
compressed gas
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JP4831327B2 (en
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Yoshiki Morokuma
由樹 諸隈
Tetsuya Tsugita
哲也 次田
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Kao Corp
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Kao Corp
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Abstract

<P>PROBLEM TO BE SOLVED: To facilitate the evaluation of the surface hardness and internal hardness of the skin mechanically and objectively, which can be conducted independent of a cosmetic expert. <P>SOLUTION: A recess is generated on the skin by pressurizing the skin surface by external force such as the jetting of a compressed gas; the spread of the recess is measured by photographing it with a camera; the depth is measured by a displacement gauge, and thus the surface hardness and internal hardness of the skin are evaluated. <P>COPYRIGHT: (C)2008,JPO&INPIT

Description

本発明は、皮膚の表面硬さと内部硬さを独立的に評価する皮膚性状評価方法に関する。   The present invention relates to a skin property evaluation method for independently evaluating the surface hardness and internal hardness of skin.

皮膚の応力に対する表面特性を評価するために、皮膚表面の被測定部に圧縮ガスを噴射し、その表面変位を光学的に測定し、噴射からの時間と表面変位との関係を調べる方法が提案されている(特許文献1、特許文献2)。   In order to evaluate the surface characteristics against skin stress, a method is proposed in which compressed gas is injected into the measurement area of the skin surface, the surface displacement is measured optically, and the relationship between the time since injection and the surface displacement is examined. (Patent Document 1, Patent Document 2).

この方法によれば、皮膚に直接的に機械的応力を与えてその変位を計測する従前の皮膚の弾力性の評価方法に比して、皮膚に非接触で、被験者に不快感を与えることなく、皮膚の弾力性、柔軟性、弛み度等を評価することができる。   According to this method, compared to the conventional method for evaluating the elasticity of the skin, in which the mechanical stress is directly applied to the skin and the displacement is measured, the skin is not in contact with the subject without causing discomfort. It is possible to evaluate the elasticity, flexibility, slackness, etc. of the skin.

特開昭61−238224号公報Japanese Patent Laid-Open No. 61-238224 特開2004−108794号公報JP 2004-108794 A

従来の応力に対する皮膚の表面特性の評価方法は、皮膚の弾力性、柔軟性、弛み等を、皮膚の最表面から真皮程度までの皮膚の表面と、皮下組織側の内部とを合わせた一体として評価するものであった。   Conventional methods for evaluating skin surface characteristics against stress include skin elasticity, flexibility, looseness, etc., combining the skin surface from the outermost surface of the skin to the dermis and the inside of the subcutaneous tissue side. It was something to evaluate.

一方、本発明者らは、肌ケアの美容専門家が不特定多数の被験者の皮膚の硬さを触診によって調べた場合に、皮膚の硬さには、皮膚表面で指を滑らすようにして皮膚を押圧することにより評価される皮膚の表面硬さと、皮膚表面を指で押し込むことにより評価される皮膚の内部硬さがあり、図3A〜図3F、及びこれらを一つの図に重ね合わせると共に、各年代の平均値を示した図4に示すように、10代の者は、それより高齢の者に比して表面も内部も硬く、加齢に伴い、表面も内部も柔らかくなる傾向があり、また、加齢が進むと内部よりも表面が硬くなる傾向を見いだした。ここで、これらの図は、3人の肌ケアの美容専門家が10代から60代の110名を被験者とし、各被験者について、表面硬さと内部硬さをそれぞれ1〜5の5段階のスコアに評価した場合の、3人のスコアの平均をプロットしたものである。   On the other hand, the present inventors, when a skin care beauty specialist examines the skin hardness of an unspecified number of subjects by palpation, the skin hardness is determined by sliding the finger on the skin surface. There are skin surface hardness evaluated by pressing and skin internal hardness evaluated by pushing the skin surface with a finger, and FIGS. 3A to 3F and these are superimposed on one figure, As shown in FIG. 4, which shows the average values for each age, teenagers tend to have harder surfaces and interiors than older people, and tend to become softer as they age. In addition, it was found that the surface becomes harder than the inside as the aging progresses. Here, these figures show that three skin care beauty professionals have 110 subjects in their teens to 60s as subjects, and for each subject, the surface hardness and the internal hardness are 5 grade scores of 1 to 5, respectively. In this case, the average of the scores of three people is plotted.

この加齢に伴って表面も内部も柔らかくなる傾向は、表面硬さスコア2、内部硬さスコア2の20代の皮膚に対し、表面硬さスコア4、内部硬さスコア4の60代の皮膚では、頬に圧縮ガスを吹き付けた時の凹みが大きく、弾力性が乏しく、弛みがあることと対応する。また、内部よりも表面が硬い、表面硬さスコア2、内部硬さスコア4の60代の皮膚では、弾力が乏しいと同時にキメが消失し、皮膚表面に光沢を有する傾向がある。   The tendency of the surface and the interior to soften with age is that the skin in the 60s with a surface hardness score of 4 and an internal hardness score of 4 in contrast to the skin in the 20s with a surface hardness score of 2 and an internal hardness score of 2 Then, when the compressed gas is blown onto the cheek, the dent is large, the elasticity is poor, and this corresponds to the slack. In addition, skin in the 60s having a surface hardness score of 2 and an internal hardness score of 4 has hardness less than that of the inside, and at the same time, the texture disappears and the skin surface tends to have gloss.

したがって、美容上、応力に対する皮膚の表面特性を、機械的に客観的に評価する場合においても、表面硬さと内部硬さの2面から解析することが望まれる。   Therefore, it is desirable to analyze from the two aspects of surface hardness and internal hardness even in the case of mechanically objectively evaluating the surface characteristics of the skin against stress for cosmetic purposes.

そこで、本発明は、肌ケアの美容専門家によらず、機械的、客観的に、皮膚の表面硬さと内部硬さとを独立的に評価できるようにすることを目的とする。   Therefore, an object of the present invention is to make it possible to independently evaluate the surface hardness and the internal hardness of a skin mechanically and objectively without depending on a skin care beauty specialist.

本発明者らは、圧縮ガス等の外力で皮膚を瞬間的に押圧した場合に生じる皮膚の凹みの広がりと深さを計測すると、その計測値に基づいて、肌ケアの美容専門家による皮膚の表面硬さと内部硬さの評価に対応する評価値を算出できることを見出し、本発明を完成させた。   The present inventors measured the spread and depth of the dent of the skin that occurs when the skin is momentarily pressed with an external force such as compressed gas, and based on the measurement value, the skin care beauty specialist The present inventors have found that evaluation values corresponding to the evaluation of surface hardness and internal hardness can be calculated.

即ち、本発明は、外力で皮膚表面を押圧することにより皮膚に凹みを生じさせ、その凹みの広がりと深さとに基づいて皮膚の表面硬さの評価値と内部硬さの評価値とを算出する美容目的の皮膚性状評価方法を提供する。   That is, the present invention generates a dent in the skin by pressing the skin surface with an external force, and calculates the evaluation value of the skin surface hardness and the evaluation value of the internal hardness based on the spread and depth of the dent. To provide a skin property evaluation method for cosmetic purposes.

また、この方法を好適に実施するシステムとして、本発明は、外力により皮膚の評価部位を押圧する外力付加手段、
少なくとも皮膚の押圧時に、皮膚の評価部位の画像を撮影するカメラと皮膚の表面変位を計測する変位計、及び
カメラで撮影した画像を画像処理し、押圧により生じた皮膚の凹みの広がりを計測すると共に、皮膚の凹みの広がりの計測値と変位計による皮膚の凹みの深さの計測値に基づいて皮膚の表面硬さと内部硬さの評価値を算出する演算手段
を備えた皮膚性状評価システムを提供する。
Further, as a system for suitably carrying out this method, the present invention provides an external force applying means for pressing an evaluation site of the skin with an external force,
At least when the skin is pressed, a camera that captures an image of the evaluation site of the skin, a displacement meter that measures the surface displacement of the skin, and image processing of the image captured by the camera, and measures the spread of the skin dent caused by the pressing And a skin property evaluation system comprising a computing means for calculating an evaluation value of the surface hardness and internal hardness of the skin based on the measurement value of the spread of the skin dent and the measurement value of the depth of the dent of the skin by a displacement meter. provide.

本発明の皮膚性状評価方法によれば、肌ケアの美容専門家によらず、皮膚の硬さを表面硬さと内部硬さの2面から機械的、客観的に評価することが可能となる。したがって、若年者から老齢者にわたる弾力性、柔軟性、弛み、はり、しわ、キメ等の美容上重要な皮膚性状をより詳細に解析することが可能となる。   According to the skin property evaluation method of the present invention, the hardness of the skin can be mechanically and objectively evaluated from two surfaces of the surface hardness and the internal hardness, regardless of a skin care beauty specialist. Therefore, it is possible to analyze in more detail skin properties important for cosmetics such as elasticity, flexibility, looseness, tension, wrinkles, texture, etc. from young to old.

また、本発明の皮膚性状評価システムによれば、本発明の皮膚性状評価方法において、押圧により生じさせた皮膚の凹みをカメラで撮り、その撮影した画像の画像処理により皮膚の凹みを計測し、また、そのときの皮膚の凹みの深さを変位計で計測するので、より簡便に本発明の皮膚性状評価方法を実施することが可能となる。   Further, according to the skin property evaluation system of the present invention, in the skin property evaluation method of the present invention, the skin dent caused by pressing is taken with a camera, and the skin dent is measured by image processing of the photographed image. Moreover, since the depth of the dent of the skin at that time is measured with a displacement meter, it becomes possible to implement the skin property evaluation method of this invention more simply.

以下、図面を参照しつつ、本発明を詳細に説明する。   Hereinafter, the present invention will be described in detail with reference to the drawings.

図1は、本発明の評価方法を実施する評価システム100の一例の概略構成図である。この評価システム100は、皮膚表面の評価部位Sに外力を加える外力付加手段の一つとして噴射ノズル1を備えている。また、評価部位Sを撮影する高速度カメラ11と、評価部位Sの表面変位を計測するレーザー変位計12と、照明手段13とを組み込んだ計測部ユニット10、及びこれらの作動タイミングを制御すると共に皮膚の表面硬さと内部硬さの評価値を算出する演算手段20、及び評価部位Sとする顔面の固定手段30を備えており、演算手段20には、高速度カメラ11で撮影した画像や、演算処理結果等を表示するディスプレイ21が接続されている。   FIG. 1 is a schematic configuration diagram of an example of an evaluation system 100 that implements the evaluation method of the present invention. The evaluation system 100 includes an injection nozzle 1 as one of external force applying means for applying an external force to the evaluation site S on the skin surface. In addition, the high-speed camera 11 that images the evaluation site S, the laser displacement meter 12 that measures the surface displacement of the evaluation site S, and the measurement unit 10 that incorporates the illumination means 13, and the operation timing thereof are controlled. Computation means 20 for calculating evaluation values of the surface hardness and internal hardness of the skin, and a face fixing means 30 as the evaluation site S, the computation means 20 includes images taken by the high-speed camera 11, A display 21 for displaying calculation processing results and the like is connected.

ここで、照明手段13としては、皮膚温の上昇を避けるために、熱が皮膚に伝わり難いものを使用することが好ましく、この評価システム100ではメタルハライドを光源とすることができる。また、照明手段13は、高速度カメラ11による早いシャッタースピードに対応して、通常のカメラで撮影する場合よりも相対的に高い照度のものが好ましく、照明方向は、評価部位Sの法線方向とすることが好ましい。   Here, as the illuminating means 13, in order to avoid an increase in skin temperature, it is preferable to use one that does not easily transmit heat to the skin. In this evaluation system 100, a metal halide can be used as a light source. Further, the illumination means 13 preferably has a higher illuminance than the case of shooting with a normal camera in response to the fast shutter speed by the high-speed camera 11, and the illumination direction is the normal direction of the evaluation part S It is preferable that

固定手段30は顎載せ台と額当てからなる。   The fixing means 30 comprises a chin rest and a forehead.

なお、この評価システムにおいて、評価部位Sは、皮膚表面であれば特に制限はなく、評価目的に応じて、素肌でも化粧肌でもよく、顔面でも、腕、肩、胸部、背部、腹部、大腿部、ふくらはぎ部その他の部位でもよい。   In this evaluation system, the evaluation site S is not particularly limited as long as it is a skin surface, and may be bare skin or makeup skin depending on the evaluation purpose, and even on the face, arms, shoulders, chest, back, abdomen, thighs. Part, calf part and other parts.

噴射ノズル1は、評価部位Sとする皮膚表面が一時的に凹む程度に空気、窒素、二酸化炭素等の体に害を与えない圧縮ガスを噴射するもので、噴射ノズル1には、圧縮ガスを蓄える貯気室2、貯気室2内の気圧を所定の圧力に調整するリミッタ3、及び操作スイッチ5が設けられており、操作スイッチ5を入れることにより圧縮ガスの圧力が高まり、圧縮ガスが噴射ノズル1から噴出される。   The injection nozzle 1 injects a compressed gas that does not harm the body such as air, nitrogen, carbon dioxide, etc. to such an extent that the skin surface as the evaluation site S is temporarily recessed. A storage chamber 2 for storing, a limiter 3 for adjusting the pressure in the storage chamber 2 to a predetermined pressure, and an operation switch 5 are provided. By turning on the operation switch 5, the pressure of the compressed gas increases, It is ejected from the ejection nozzle 1.

貯気室2における圧縮ガスの圧力や噴射ノズル1の開口面積は、評価部位Sによって適宜変えることが好ましい。例えば、人の顔の頬を評価部位Sとする場合、貯気室2のガス圧は0.01〜0.5MPaとし、噴射ノズル1の開口径は0.5〜10mmとすることが好ましい。また、腕、肩、胸部、背部、腹部、大腿部、ふくらはぎ部等の体躯を評価部位とする場合には、ガス圧と噴射ノズル1の開口径をより大きくすることが好ましい。   It is preferable that the pressure of the compressed gas in the air storage chamber 2 and the opening area of the injection nozzle 1 are appropriately changed according to the evaluation site S. For example, when the cheek of a human face is used as the evaluation site S, the gas pressure in the air storage chamber 2 is preferably 0.01 to 0.5 MPa, and the opening diameter of the injection nozzle 1 is preferably 0.5 to 10 mm. In addition, when the body part such as the arm, shoulder, chest, back, abdomen, thigh, calf or the like is used as the evaluation site, it is preferable to increase the gas pressure and the opening diameter of the injection nozzle 1.

噴射ノズル1は、評価部位Sに圧縮ガスをできる限り拡散させることなく噴射させるため、先端が絞り構造となっている。噴射ノズル1の設置角は、評価部位Sに対して圧縮ガスが法線方向から噴射されるようにすることが好ましい。   Since the injection nozzle 1 injects the compressed gas to the evaluation site S without diffusing as much as possible, the tip has a throttle structure. The installation angle of the injection nozzle 1 is preferably such that the compressed gas is injected from the normal direction with respect to the evaluation site S.

噴射ノズル1と評価部位Sとの距離は、評価部位や噴射圧にもよるが、通常、0.5〜100mmが好ましい。また、噴射時間は、0.1〜0.5秒とすることが好ましい。   The distance between the injection nozzle 1 and the evaluation site S is preferably 0.5 to 100 mm, although it depends on the evaluation site and the injection pressure. The injection time is preferably 0.1 to 0.5 seconds.

なお、本発明の評価システムにおいて、皮膚の評価部位Sを押圧する外力付加手段としては、圧縮ガスを噴射する噴射ノズル1に代えて、水を噴射する噴射ノズル、バネにより所定の圧力で皮膚を押圧できるようにした棒状体等を設けてもよい。   In the evaluation system of the present invention, as an external force applying means for pressing the evaluation site S of the skin, instead of the injection nozzle 1 for injecting compressed gas, the injection nozzle for injecting water and the skin with a predetermined pressure by a spring are used. You may provide the rod-shaped body etc. which enabled it to press.

高速度カメラ11は、噴射ノズル1が評価部位Sに圧縮ガスを噴射する直前から、噴射している間、及び噴射後に至るまでの画像を高速で連続的に撮り、評価部位Sに圧縮ガスを吹き付けることにより現れ、吹き付けをやめると、直ちにあるいは速やかに消失する(通常、噴射停止後0.2秒以内)皮膚表面の凹みの変化を捉えるものである。圧縮ガスの噴射開始後の好ましい撮影タイミングは、皮膚の凹みが最大になっている状態であり、少なくとも圧縮ガスの噴射時とするが、皮膚の凹みが最大になっている状態を見いだすため、圧縮ガスの噴射の前後にわたり撮影することが好ましい。高速度カメラによれば、皮膚の凹みの変化を容易に追跡することができ、凹みが最大になっている状態の画像を容易に撮ることができる。一方、圧縮ガスの噴射開始後の好ましい撮影タイミングを予め調べておくことにより、通常のカメラを使用してそのタイミングで画像を撮ることもできる。   The high-speed camera 11 continuously takes high-speed images immediately before the injection nozzle 1 injects the compressed gas to the evaluation site S, during and after the injection, and applies the compressed gas to the evaluation site S. Appears by spraying, and disappears immediately or quickly when the spraying is stopped (usually within 0.2 seconds after stopping the spraying). The preferred shooting timing after the start of jetting of compressed gas is the state where the dent of the skin is maximized, and at least when the compressed gas is jetted, the compression is performed to find the state where the dent of the skin is maximized. It is preferable to take images before and after gas injection. According to the high-speed camera, the change of the skin dent can be easily tracked, and an image in a state where the dent is maximized can be easily taken. On the other hand, it is possible to take an image at the timing using a normal camera by checking in advance the preferable shooting timing after the start of the injection of the compressed gas.

また、皮膚表面の凹みを画像に撮るため、皮膚表面に予め基準点あるいは基準線を付しておき、それらの移動や歪みにより皮膚表面の凹みの広がりを計測できるようにしてもよいが、後述するように、皮膚表面の凹みにより生じるリング状の光沢から凹みの広がりを計測する場合には、そのような光沢を画像上に良好に撮れる高速度カメラを使用する。より具体的には、高速度カメラ11としては、解像度が100〜150pixel/inch、シャッタースピード60フレーム/秒以上のデジタルカメラが好ましく、静止画と動画の双方を撮れるものが好ましい。   In addition, in order to take a dent on the skin surface in an image, a reference point or a reference line may be attached to the skin surface in advance so that the spread of the dent on the skin surface can be measured by their movement or distortion. As described above, when measuring the spread of a dent from a ring-like gloss caused by a dent on the skin surface, a high-speed camera capable of capturing such a gloss on an image is used. More specifically, the high-speed camera 11 is preferably a digital camera having a resolution of 100 to 150 pixels / inch and a shutter speed of 60 frames / second or more, and preferably capable of taking both still images and moving images.

高速度カメラ11は、必要に応じて複数台設け、圧縮ガスの噴射による凹みの形状等について、3次元情報を得られるようにしてもよい。   A plurality of high-speed cameras 11 may be provided as necessary, and three-dimensional information may be obtained regarding the shape of the dent due to the injection of compressed gas.

レーザー変位計12としては、肌に傷害が少ない点から、CLASS2B以下のレーザーを光源とするものが好ましく、例えば赤色LEDを光源とすることができる。また、測定精度が高い点から高精度CCDタイプが望ましい。   The laser displacement meter 12 is preferably one that uses a laser of CLASS 2B or lower as a light source from the viewpoint of less injuries to the skin. For example, a red LED can be used as the light source. Also, a high-precision CCD type is desirable because of its high measurement accuracy.

本発明において、変位計としては、レーザー変位計の他、超音波を利用した変位計、赤外線を利用した変位計等を使用してもよい。   In the present invention, as a displacement meter, in addition to a laser displacement meter, a displacement meter using ultrasonic waves, a displacement meter using infrared rays, or the like may be used.

高速度カメラ11の撮影方向は、評価部位Sの法線方向とすることが好ましく、レーザー変位計12は評価部位Sの変位面に正対させることが好ましく、さらに、前述の噴射ノズル1の噴射方向及び照明手段13の照明方向の全てを評価部位Sの法線方向とすることが好ましいため、計測部ユニット10では、これらを一体化させることが好ましい。   The imaging direction of the high-speed camera 11 is preferably the normal direction of the evaluation region S, the laser displacement meter 12 is preferably directly facing the displacement surface of the evaluation region S, and the above-described injection of the injection nozzle 1 Since it is preferable that all of the direction and the illumination direction of the illumination means 13 be the normal direction of the evaluation site S, it is preferable to integrate them in the measurement unit 10.

演算手段20は、高速度カメラ11、レーザー変位計12の動作タイミングを制御し、噴射ノズル1からの圧縮ガスの噴射の前後にわたり、高速度カメラ11とレーザー変位計12を同期させて始動させる。   The calculation means 20 controls the operation timing of the high-speed camera 11 and the laser displacement meter 12 and starts the high-speed camera 11 and the laser displacement meter 12 in synchronization before and after the injection of the compressed gas from the injection nozzle 1.

また、演算手段20は、高速度カメラ11で撮影した画像を画像処理し、押圧により生じた評価部位Sの凹みの広がりを計測すると共に、その計測値と、レーザー変位計12による評価部位Sの凹みの深さの計測値とに基づいて皮膚の表面硬さと内部硬さの評価値を算出する。   Further, the calculation means 20 performs image processing on the image taken by the high-speed camera 11 and measures the spread of the dent of the evaluation part S caused by the pressing, and the measurement value and the evaluation part S of the evaluation part S by the laser displacement meter 12 are measured. Based on the measurement value of the depth of the dent, evaluation values of the surface hardness and internal hardness of the skin are calculated.

高速度カメラ11で撮影した画像の画像処理としては、例えば、図2(a)に示すように、押圧により評価部位Sにリング状の光沢が現れる場合、まず、画像をグレースケールに変換し、必要に応じてノイズを除去する。次に図2(b)に示すように輝度分布を計測し、同図(c)に示すように、リング状の光沢で輝度変化が大きく変わる2点間の距離を、押圧による凹みの直径として計測し、この直径に対応する円の面積を凹み面積とする。なお、リング状の光沢の大きさが、圧縮ガスの噴射中に変わる場合には、凹みの直径や面積としては、その最大値を使用することが望ましい。また、リング状の光沢が楕円状に現れる場合には、リング状の光沢上の2点間の距離を複数方向から計測する。   As image processing of an image taken by the high-speed camera 11, for example, as shown in FIG. 2A, when a ring-like gloss appears in the evaluation site S by pressing, first, the image is converted to gray scale, Remove noise as needed. Next, the luminance distribution is measured as shown in FIG. 2 (b), and the distance between two points where the luminance change greatly changes due to the ring-like gloss as the diameter of the dent by pressing as shown in FIG. 2 (c). Measure and set the area of the circle corresponding to this diameter as the recessed area. In addition, when the magnitude | size of ring-shaped glossiness changes during injection of compressed gas, it is desirable to use the maximum value as a diameter and an area of a dent. When the ring-like gloss appears in an elliptical shape, the distance between two points on the ring-like gloss is measured from a plurality of directions.

レーザー変位計12による皮膚の凹み深さの計測値としては、例えば、凹みの最大変位量、あるいは圧縮ガスの噴射から一定時間の変位量を計測値とする。   As the measured value of the depth of the skin dent by the laser displacement meter 12, for example, the maximum amount of dent displacement or the amount of displacement for a predetermined time from the injection of compressed gas is used as the measured value.

高速度カメラ11で撮った画像による皮膚の凹みの広がりの計測値と、レーザー変位計12で計測した皮膚の凹み深さの計測値とから皮膚の表面硬さの評価値と内部硬さの評価値を算出する解析方法としては、複数人の被験者について、予め、肌ケアの美容専門家の触診により表面硬さのスコア値と内部硬さのスコア値とを得ておき、一方、各被験者の皮膚の凹みの広がりと皮膚の凹みの深さを前述のように計測し、表面硬さのスコア値と内部硬さのスコア値を目的変数とし、皮膚の凹みの広がりの計測値と皮膚の凹みの深さの計測値とを説明変数として、多変量解析する。この場合、説明変数には、凹みの直径、面積、深さの他、これらから導出される凹み体積その他の形状変化に関する変数を使用してもよい。   Evaluation value of skin surface hardness and evaluation of internal hardness from measured value of spread of skin dent by image taken by high speed camera 11 and measured value of skin dent depth measured by laser displacement meter 12 As an analysis method for calculating the value, for a plurality of subjects, a score value of surface hardness and a score value of internal hardness are obtained in advance by palpation of a skin care beauty specialist, Measure the skin dent spread and skin dent depth as described above, and use the surface hardness score value and internal hardness score value as objective variables. The multivariate analysis is performed using the measured depth value as an explanatory variable. In this case, as the explanatory variable, in addition to the diameter, area, and depth of the recess, a variable related to the shape change such as the recess volume derived from these may be used.

こうして算出される皮膚の表面硬さの評価値は、頬の場合、皮膚の最表面から真皮までの通常2mm程度の厚さの硬さに対応し、内部硬さはそれより真皮側の硬さに対応すると考えられるが、皮膚の表面と内部を厳密にある深さで区切った場合の硬さを意味するものではなく、肌ケアの美容専門家が触診で皮膚の硬さを評価する場合の主観的な表面硬さと内部硬さに対応するものである。   The evaluation value of the surface hardness of the skin thus calculated corresponds to a hardness of about 2 mm from the outermost surface of the skin to the dermis, and the internal hardness is the hardness on the dermis side. However, it does not mean the hardness when the skin surface and the inside are strictly separated by a certain depth, and when skin care beauty professionals evaluate skin hardness by palpation It corresponds to subjective surface hardness and internal hardness.

この皮膚の表面硬さの評価値と内部硬さの評価値は、これまでに知られていない全く新しい皮膚表面性状の評価指標であり、化粧品やスキンケア手法が皮膚に与える影響を調査する上で有用となり、化粧品やスキンケア手法の開発、美容アドバイスへの応用などでも有用となる。   This skin hardness evaluation value and internal hardness evaluation value are completely new evaluation indices for skin surface properties that have not been known so far, and are used to investigate the effects of cosmetics and skin care techniques on the skin. It is also useful for developing cosmetics and skin care techniques and for applying to beauty advice.

実施例1
10代から60代の110名を被験者とし、顔を水洗した後、化粧水を塗布した状態の頬を評価部位とした。この評価部位の表面硬さと内部硬さを、3人の肌ケアの美容専門家がそれぞれ1〜5の5段階に評価し、3人の評価値の平均を当該評価部位の触診によるスコアとした。
Example 1
110 subjects in their 10s to 60s were subjects, and the face was washed with water, and then the cheeks with lotion applied were used as evaluation sites. The surface hardness and internal hardness of this evaluation site were evaluated by 5 skin care beauty professionals in 5 stages of 1 to 5, respectively, and the average of the 3 evaluation values was used as a score by palpation of the evaluation site. .

一方、図1に示した評価システムにより各評価部位に圧縮ガスを噴射し、それにより生じた凹みを高速度カメラ(NAC MEMRECAMfxRX-5,512x484pixel,500fps)で撮影すると共に、レーザー変位計(KEYENCE社LK-G157)で凹み量を計測した。この場合、噴射ノズルの直径は1.5mm、貯気室における圧縮ガスの圧力は0.8気圧(0.08MPa)、評価部位と噴射ノズルとの距離は65mmとした。   On the other hand, the evaluation system shown in FIG. 1 injects compressed gas to each evaluation site, and images the dent produced by that with a high-speed camera (NAC MEMRECAMfxRX-5, 512x484pixel, 500fps) and a laser displacement meter (KEYENCE LK -G157) measured the amount of dents. In this case, the diameter of the injection nozzle was 1.5 mm, the pressure of the compressed gas in the storage chamber was 0.8 atm (0.08 MPa), and the distance between the evaluation site and the injection nozzle was 65 mm.

演算手段では、高速度カメラで撮った画像をグレースケール化し、圧縮ガスの噴射により凹んだ皮膚にリング状の光沢が生じたことを確認し、リング状の光沢が最大になった時点での画像上の輝度に基づいて凹みの直径を計測し、得られた直径から凹みの面積を算出した。   In the calculation means, the image taken with the high-speed camera is converted to gray scale, and it is confirmed that the ring-like gloss is generated on the depressed skin by the injection of the compressed gas, and the image at the time when the ring-like gloss is maximized. The diameter of the dent was measured based on the luminance above, and the area of the dent was calculated from the obtained diameter.

触診による皮膚の表面硬さのスコアと内部硬さのスコアとを目的変数とし、凹みの直径、面積、深さの最大変位量、円の面積÷最大変位量を説明変数としてステップワイズ法により多変量解析を行った。   The skin surface hardness score and the internal hardness score by palpation are the objective variables, and the maximum diameter of the dent, the area, the maximum displacement of the depth, the area of the circle ÷ the maximum displacement is explained by the stepwise method. A random analysis was performed.

その結果、   as a result,

という信頼性の高い重回帰式を得た。 A highly reliable multiple regression equation was obtained.

これにより、表面硬さと内部硬さのそれぞれについて、圧縮ガスの噴射により生じた凹みの広がり(直径、面積)と凹みの深さの計測から、美容専門家によるスコアを予測できることがわかる。   Thereby, it can be seen that, for each of the surface hardness and the internal hardness, the score by the beauty specialist can be predicted from the measurement of the expansion (diameter, area) and the depth of the dent caused by the injection of the compressed gas.

上述の被験者とは別に、表1に示すように、10代から50代の各年代の被験者A〜Eの5名について、上述と同様に美容専門家により表面硬さスコアと内部硬さスコアを得、また、得られた回帰式により表面硬さスコアと内部硬さスコアを算出した。結果を表1に示す。







Apart from the above-mentioned test subjects, as shown in Table 1, the surface hardness score and the internal hardness score are obtained by a beauty specialist for the five test subjects A to E in their respective ages from 10 to 50 in the same manner as described above. The surface hardness score and the internal hardness score were calculated from the obtained regression equations. The results are shown in Table 1.







表1から、各被験者について、表面硬さと内部硬さの触診値による大小関係と、算出値による大小関係が一致していることがわかる。   From Table 1, it can be seen that, for each subject, the magnitude relationship based on the palpation value of the surface hardness and the internal hardness matches the magnitude relationship based on the calculated value.

比較例1
実施例1において、凹みの深さのみを説明変数として回帰式を求めた。その結果、回帰式は
Comparative Example 1
In Example 1, a regression equation was obtained using only the depth of the recess as an explanatory variable. As a result, the regression equation is

となり、回帰式の信頼性が大きく低下した。 Thus, the reliability of the regression equation was greatly reduced.

比較例2
実施例1において、凹みの広がりのみを説明変数として回帰式を求た。その結果、回帰式は
Comparative Example 2
In Example 1, the regression equation was obtained using only the expansion of the dent as an explanatory variable. As a result, the regression equation is

となり、回帰式の信頼性が大きく低下した。 Thus, the reliability of the regression equation was greatly reduced.

本発明の皮膚性状の評価方法及びシステムは、皮膚の表面硬さと内部硬さを機械的、客観的に数値評価することを可能とし、化粧品やスキンケア方法の開発、販売促進等に有用となる。   The skin property evaluation method and system of the present invention enables mechanical and objective numerical evaluation of the surface hardness and internal hardness of the skin, and is useful for the development and promotion of cosmetics and skin care methods.

皮膚表面性状の評価システムの概略構成図である。It is a schematic block diagram of the evaluation system of skin surface property. 皮膚の凹みの直径の計測方法の説明図である。It is explanatory drawing of the measuring method of the diameter of the dent of skin. 10代の皮膚の触診による表面硬さと内部硬さの散布図である。It is a scatter diagram of surface hardness and internal hardness by palpation of teenage skin. 20代の皮膚の触診による表面硬さと内部硬さの散布図である。It is a scatter diagram of surface hardness and internal hardness by palpation of skin in 20s. 30代の皮膚の触診による表面硬さと内部硬さの散布図である。It is a scatter diagram of surface hardness and internal hardness by palpation of 30's skin. 40代の皮膚の触診による表面硬さと内部硬さの散布図である。It is a scatter diagram of surface hardness and internal hardness by palpation of skin in 40s. 50代の皮膚の触診による表面硬さと内部硬さの散布図である。It is a scatter diagram of surface hardness and internal hardness by palpation of skin in the 50s. 60代の皮膚の触診による表面硬さと内部硬さの散布図である。It is a scatter diagram of surface hardness and internal hardness by palpation of skin in the 60s. 10代〜60代の皮膚の触診による表面硬さと内部硬さの散布図である。It is a scatter diagram of surface hardness and internal hardness by palpation of skin of teens to 60s.

符号の説明Explanation of symbols

1 噴射ノズル
2 貯気室
3 リミッタ
5 操作スイッチ
6 シリンダー部
10 計測部ユニット
11 高速度カメラ
12 レーザー変位計
13 照明手段
20 演算手段
21 ディスプレイ
30 固定手段
100 評価システム
S 評価部位
DESCRIPTION OF SYMBOLS 1 Injection nozzle 2 Air storage chamber 3 Limiter 5 Operation switch 6 Cylinder part 10 Measuring part unit 11 High speed camera 12 Laser displacement meter 13 Illumination means 20 Calculation means 21 Display 30 Fixing means 100 Evaluation system S Evaluation part

Claims (4)

外力で皮膚表面を押圧することにより皮膚に凹みを生じさせ、その凹みの広がりと深さとに基づいて皮膚の表面硬さの評価値と内部硬さの評価値とを算出する美容目的の皮膚性状評価方法。   Skin property for cosmetic purposes, where the skin surface is dented by pressing the skin surface with external force, and the evaluation value of the surface hardness of the skin and the evaluation value of the internal hardness are calculated based on the spread and depth of the dent Evaluation methods. 外力が圧縮ガスであり、圧縮ガスの噴射時に皮膚に生じる凹みの広がりをカメラで撮影することにより計測し、圧縮ガスの噴射時に皮膚に生じる凹みの深さを変位計で計測する請求項1記載の皮膚性状評価方法。   The external force is a compressed gas, the spread of the dent generated in the skin when the compressed gas is injected is measured by photographing with a camera, and the depth of the dent generated in the skin when the compressed gas is injected is measured with a displacement meter. Skin property evaluation method. 皮膚の表面硬さと内部硬さの評価値に、それぞれ触診で得られる皮膚の表面硬さと内部硬さのスコアとを対応させる請求項1又は2記載の皮膚性状評価方法。   The skin property evaluation method according to claim 1 or 2, wherein the skin hardness and internal hardness scores obtained by palpation correspond to the evaluation values of the skin hardness and internal hardness, respectively. 外力により皮膚の評価部位を押圧する外力付加手段、
少なくとも皮膚の押圧時に、皮膚の評価部位の画像を撮影するカメラと皮膚の表面変位を計測する変位計、及び
カメラで撮影した画像を画像処理し、押圧により生じた皮膚の凹みの広がりを計測すると共に、皮膚の凹みの広がりの計測値と変位計による皮膚の凹みの深さの計測値に基づいて皮膚の表面硬さと内部硬さの評価値を算出する演算手段
を備えた皮膚性状評価システム。
An external force applying means for pressing the evaluation site of the skin with an external force,
At least when the skin is pressed, a camera that captures an image of the evaluation site of the skin, a displacement meter that measures the surface displacement of the skin, and image processing of the image captured by the camera, and measures the spread of the skin dent caused by the pressing A skin property evaluation system comprising a computing means for calculating evaluation values of the surface hardness and internal hardness of the skin based on the measured value of the spread of the skin dent and the measured value of the depth of the dent of the skin by a displacement meter.
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