JPS6164232A - Apparatus for detecting and classifying characteristics of skin surface shape - Google Patents

Apparatus for detecting and classifying characteristics of skin surface shape

Info

Publication number
JPS6164232A
JPS6164232A JP59186277A JP18627784A JPS6164232A JP S6164232 A JPS6164232 A JP S6164232A JP 59186277 A JP59186277 A JP 59186277A JP 18627784 A JP18627784 A JP 18627784A JP S6164232 A JPS6164232 A JP S6164232A
Authority
JP
Japan
Prior art keywords
skin
surface shape
skin surface
data
classification
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP59186277A
Other languages
Japanese (ja)
Inventor
清 川崎
熊谷 広子
靖久 中山
治 金子
田島 伸裕
裕幸 伊藤
組田 南雄
和久 原
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shiseido Co Ltd
Original Assignee
Shiseido Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shiseido Co Ltd filed Critical Shiseido Co Ltd
Priority to JP59186277A priority Critical patent/JPS6164232A/en
Priority to FR8512324A priority patent/FR2570206A1/en
Publication of JPS6164232A publication Critical patent/JPS6164232A/en
Pending legal-status Critical Current

Links

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/44Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
    • A61B5/441Skin evaluation, e.g. for skin disorder diagnosis
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0059Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/40Analysis of texture
    • G06T7/41Analysis of texture based on statistical description of texture
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10056Microscopic image
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • G06T2207/30088Skin; Dermal

Abstract

(57)【要約】本公報は電子出願前の出願データであるた
め要約のデータは記録されません。
(57) [Summary] This bulletin contains application data before electronic filing, so abstract data is not recorded.

Description

【発明の詳細な説明】 本発明は、皮膚表面O倣佃な形状を成立して、皮膚の性
状や肌質を分類・判別するだめの指標となるパターン情
報を佃出する装置に関する。
DETAILED DESCRIPTION OF THE INVENTION The present invention relates to a device that creates a unique shape that mimics the skin surface O and outputs pattern information that serves as an index for classifying and determining skin properties and skin types.

こ■穏装置は、皮、ili’7)重速、8障1、両生さ
らには大dなどに利用することが出来る。
This calming device can be used for skin, ili'7) heavy speed, 8 handicap 1, amphibious, and even large d.

皮膚表面には、皮溝と呼ばれる多数の細い溝、皮溝によ
シ形成されたほぼ長方形の皮丘と呼ばれる小丘、毛孔等
からなる微細な起伏模様(皮紋)が見られ、その形態は
、皮膚の代謝その池の生理学的機能を反映するものであ
る。した75iって、皮fバ表面O微細形状を検育し1
そ114を@確に識別することは、治療、診断、矢野等
にとって不可欠な皮1i’7)性状や肌1文を知るため
   ・の指標を得ることになシ、k袂である。
On the skin surface, there are fine undulating patterns (skin patterns) consisting of many thin grooves called skin grooves, almost rectangular mounds called skin mounds formed in the skin grooves, and pores. The metabolism of the skin reflects its physiological functions. 75i was used to examine the fine shape of the skin surface.
Accurately identifying the skin is the key to obtaining an index for knowing the skin's 1i'7) properties and skin, which are essential for treatment, diagnosis, etc.

従来、皮膚の表面ノくターンに関する特隊抽出のだめの
工夫は柚々なされ工いる。しかし肌質の利足は我祭者が
、毛孔の大きさ個数、皮洛O密団、太さ、深さ、方向・
注、皮丘の大きさおよび形状などいわゆる皮紋特駆を判
読・総合して、主成的かつk1次的に行なうことが一般
的であった口 皮膚表面の微細形状を定置的に表睨することは疲米から
夾施されており、し1」えは、皮Isレフ。
In the past, many efforts have been made to improve the extraction of special forces by turning the surface of the skin. However, the quality of the skin is determined by the size and number of pores, the thickness, depth, direction, and density of the skin.
Note: By interpreting and synthesizing the so-called skin pattern characteristics such as the size and shape of the skin mounds, we are now examining the microscopic shapes of the oral skin surface in a stationary manner, which has generally been done principally and k-primarily. What I do is because I'm tired of rice, and I'm tired of it.

し、得られfc伯号振幅をコンビーータで処理しぽ1直
情帳として算出する方法(「日不化粧品技術省伝誌」第
13巷第2号第44〜49頁)。
Then, the obtained fc amplitude is processed by a conveter and calculated as a Shipo 1 Direct Information Book (``Nihonfu Cosmetics Technology Ministry Biographies'', Vol. 13, No. 2, pp. 44-49).

おるいは撮影用光源の照射条件を変化させて得られる複
数の区のそれぞれについて、所定の明暗匠範囲にちる部
分の面@足算出する方法。大杉、高速コンピューターを
用い、複雑なパターン処理プログラムで解析、処理する
ことにより、特数むHは抽出する方法などがある。しか
しなからこのような方法は主観的経験的乎法による粘朱
といい灯芯を収ることか出来なかったり、所保時田]が
艮危さたり、商1曲で操作に専門的知象を心安とした9
で実用的でなかつたつ本発明は、小型、低唾賂で操作も
簡牟であシ、しかも便釆の主観的・h咲的結未と、よく
一致づ゛る皮膚表面形状の特叡演出・分類装置を提供す
ることを目的とする。
Ori is a method of calculating the surface @ foot of the area that falls within a predetermined brightness/darkness range for each of multiple areas obtained by changing the illumination conditions of the photographic light source. Osugi: There is a method of extracting the special number H by analyzing and processing it using a complex pattern processing program using a high-speed computer. However, such a method is not able to hold the wick because it is based on subjective experience, and it is dangerous to use a method that requires specialized knowledge to operate. Peace of mind 9
The present invention, which is not practical due to its small size, is small in size, low in saliva, easy to operate, and has a special effect on the shape of the skin surface that closely matches the subjective and subjective appearance of the toilet.・The purpose is to provide a classification device.

本発明の本員的特畝は、反加表面□□□Oパターン情報
を処理して、有限な板数のレベルで表わし、これらレベ
ルからその連続性等、過亘の特数00布を求め、これら
分布パター70分類によυ、皮膚表面形状を特億ずける
ところにある口これら分布のパラメーターとしてけ千均
呟、標準偏差、一定レベル以上の画素数、などを用いる
ことが出来るが、データー〇変動パターンに対する各方
位間のデータO違いをパラメータとして増加して行くと
、さらに特数抽出O精匿を上げることが出来る。
The special feature of the present invention is to process the reverse surface □□□O pattern information, express it at the level of a finite number of plates, and from these levels, find the excessive special number 00 cloth such as its continuity. According to the 70 classifications of these distribution patterns, the shape of the skin surface can be specifically determined.As parameters for these distributions, standard deviation, number of pixels above a certain level, etc. can be used. By increasing the data O difference between each direction for the data variation pattern as a parameter, the special number extraction O refinement can be further improved.

次に本発明の災施別について説明する。Next, the disaster relief of the present invention will be explained.

第1図は本発明による皮膚表面形状の%激検出り分類装
!■−実廊し1」をブロックタ“イヤグラムで示しであ
る。第1図にも−い?、1は倹食すべき皮J11!また
はそのレプリカを示す。2X、2Yおいては2ケの照明
装置ヲ表わしであるが、互いに120ずつずらした三ヶ
の照明であればよシ過当な照明余注を退ぶことが可能に
なる。なお装置を闇路化する目的では畦−の光源を用い
ることも出来るし、光ファイバーや反射鏡合併用するこ
とにより、光量や光の入射角O%整、光源自体の取付け
などに便利になる。
Figure 1 shows the % detection and classification system of skin surface shape according to the present invention! ■-Real gallery 1" is shown in a block diagram. Also in Figure 1, 1 indicates the skin J11 that should be used sparingly! or its replica. In 2X and 2Y, there are 2 lights. As for the equipment, it would be better if there were three lights shifted by 120 points from each other, and it would be possible to avoid excessive lighting.In addition, for the purpose of keeping the equipment in the dark, a ridge light source is used. By combining optical fibers and reflectors, it becomes convenient to adjust the amount of light, the angle of incidence of light, and to mount the light source itself.

これらは本発明の主たる事項ではないのでこれ以上O記
述は省く。
Since these are not the main matters of the present invention, further description of O will be omitted.

3は拡大光学系で、低@率顕微鏡又は接写レンズなどを
用い所定の培率(1,0〜2,0程度)の数が得られる
ようにする。4は光学隊を走査して敗谷部O光の強弱に
従って振幅が変化する―気信号を発生する走齋・変換装
置であり、カラーもしく(−iモノクロームのビジョン
カメラやCCDカメラなど任意の撮隊装置を用いること
が出来る。本実施声Jにおいては明暗情報の与を用いる
場訃を王に述べである。色情報を加え、より多様な皮膚
%改を抽出することが、可能であり、三原色成分相互の
振幅値、連続性などの比較はとくに重要であるが、本発
明の本筋から離れるので計述は避ける。5Fi前置前置
語であり、銭足資変換装置O出力レベルを竪え6のA/
D変換器(アナログ−デジタル変換器)に対し振合ぜし
める。
3 is a magnifying optical system that uses a low @ rate microscope or a close-up lens to obtain a number with a predetermined magnification (approximately 1.0 to 2.0). 4 is a scanning/converting device that scans the optical unit and generates a signal whose amplitude changes according to the strength of the light. It is possible to use a photographing unit.In this implementation report, we will discuss the use of light and shade information.It is possible to add color information and extract more diverse skin percentage changes. , Comparison of the amplitude values, continuity, etc. of the three primary color components is particularly important, but I will not discuss it because it departs from the main point of the present invention.It is a prefix word in 5Fi, and it is used to compare the output level of the O output level of the 5Fi conversion device. Vertical 6 A/
Align with the D converter (analog-to-digital converter).

A/D変換器は最も奉納な場ば、畦なる閾値回路で替え
ることが出来る。この場合にはその−fIILを手動又
は情報処理装置10からの信号により変良できるように
し1おくことが出来る。
In most cases, the A/D converter can be replaced with a ridge threshold circuit. In this case, the -fIIL can be changed manually or by a signal from the information processing device 10 and can be set aside.

6DA/DR換器においては、サンプリング装置の池A
/D俊換に必費な装りが付属している口 6のA/D変換すの出力は場合によっては7のフレーム
メモリーに蓄えられデータの一次記録に用いることが出
来る。しかし、7のフレームメ七りは省略することも出
来る0 8はA/D変臭澁6あるいはフレームメモリー7と情報
処理装置10と■インターフェース装置であシ、場合に
よっては隋報処理装[10に入る口iJ CD信号を監
視するためのモノクロームff1f&モニター9のイン
ターフェース装置を含むことも出来る。
In the 6DA/DR converter, the sampling device pond A
The output of the A/D converter (6), which is included with the /D converter, may be stored in the frame memory (7) and used for primary recording of data. However, the frame memory 7 can be omitted. 08 is the A/D odd smell 6 or the frame memory 7, the information processing device 10, and the interface device, and depending on the case, the information processing device [10 It may also include a monochrome ff1f & monitor 9 interface device for monitoring the inlet iJ CD signal.

10は情報処理装置であるが、インターフェース装置8
からのIJ号を受け℃清報処理を実施する。情報処f!
1.i置10は少くとも王メモリー、算術・論理演算、
ワーキングメモリ及び制御の機能を(titえている。
10 is an information processing device, and an interface device 8
In response to the IJ issue from the company, we carried out the °C clean-up process. Information department f!
1. i place 10 is at least king memory, arithmetic/logical operations,
Improves working memory and control functions.

主メモリーはA/D変換された信号の記憶に用いる。算
術・論理演算の機能はデータ処理に必要な算術演算及び
論理演算を制御機能によシΩ 選択的にかつ系統的に逐行する。ワキングメモリー機能
は演算の中間結果と最終結果を一時的に記憶する。制御
機能はいわゆるプログラム側脚方式のものが適しておシ
、上述の諸機能を制御するため心安な機能を所要時点で
動作させる。
The main memory is used to store A/D converted signals. The arithmetic and logical operation functions selectively and systematically perform the arithmetic and logical operations necessary for data processing using the control function. The working memory function temporarily stores intermediate and final results of calculations. The control function is suitably of the so-called program side leg type, and in order to control the above-mentioned functions, safe functions are activated at required times.

これらの機能を廂えた@後処理装置にはパーソナルコン
ピューターと呼はれる小形のコンビエータ−を当てるこ
とが出来る〇 本発明の本員的特徴に関する算術・論理演算においては
少くともX術和、モ均匡、定数間の大小比較・刊カリデ
ータ分布の分散を示すパラメータたとえば標準偏星が具
足できる機能を要する0 11は必まに応じ、谷拙憤報や演算上必要な尾数などを
記憶するために設けられた外部メモリーである012は
カラーあるいはモノクロームのCRT表示装置、13は
プリンターである。
A small combiator called a personal computer can be used as the post-processing device that provides these functions. In arithmetic and logical operations related to the main features of the present invention, at least Comparison of magnitude between constants, parameter indicating the dispersion of the Calidata distribution For example, 0 and 11 require a function that can be fulfilled by standard polarized stars, and to store information such as the number of tails required for calculations, etc. 012, which is an external memory provided in the computer, is a color or monochrome CRT display device, and 13 is a printer.

次に動作原理を説明する。ここでA/D変換は2直の場
合、すなわち単なる閾1直回路で実施出来る場合につい
て述べるが、これによυ、よシ複雑な場合の動作原理も
各部に類推が出来るであろう◎まず光源2X、2Yによ
シ、皮膚又は皮膚レプリカ1が照明される。皮膚又は皮
膚レプリカ1の隊は拡大元学糸3によυ拡大される。走
査・変換装置4はこの@を走査して各部の光の強弱に対
応して振幅が変化する亀気龜号を発生する。この輪号は
、前置増幅話5を経て、前に述べたように4厄されたA
/D変喚話6により、サンプリングされ各画素ごとにそ
の明るさが所定血以下ならば一1〃でそれを越えれは(
S □ //の1直をとる1ビツトの21直を吉報に変
換され、フレームメモリー7に一時記憶される。フレー
ムメモリー7に記憶された二(直像は適当な時間にめC
与出され、インターフェース装置8を経て、情報処理装
置1(1(導かれる。一方モツクローム映像モニター9
に対し、インターフェース装置80池■出力が加えられ
、二@昨の監視が可能となる、こ’7)2f直区O−レ
リを第2図にホす。情報処理装置10に導かれた二1直
鐵データは↑H報処理装置10にある主メモ!J−i能
により、二直像面上におけるIXL置装報とともに前記
91 〃あるいはIll □ “に対応した信号として
δ己憶される。
Next, the operating principle will be explained. Here, we will discuss the case where the A/D conversion is 2-channel, that is, the case where it can be performed with a simple 1-threshold series circuit, but from this, we can also infer the operating principles for more complex cases by analogy to each part.◎First of all, The skin or skin replica 1 is illuminated by the light sources 2X, 2Y. The squad of skin or skin replica 1 is enlarged by the enlarged original school thread 3. The scanning/converting device 4 scans this @ and generates a tortoise signal whose amplitude changes depending on the intensity of light at each part. This ring name has passed through preamplification story 5, and as mentioned earlier, A
/D Henkanwa 6, if the brightness of each sampled pixel is less than the predetermined value, it can be exceeded by 11 (
The 1-bit 21st shift that takes the 1st shift of S □ // is converted into good news and temporarily stored in the frame memory 7. 2 (direct image is stored in frame memory 7 at an appropriate time)
The information processing device 1 (1) is provided through the interface device 8, and is guided to the information processing device 1 (1).
In contrast, the output from the interface device 80 is added, making it possible to monitor the 2F direct area O-reli as shown in FIG. The 21st train data led to the information processing device 10 is the main memo in the ↑H information processing device 10! Due to the J-i function, the signal δ is stored as a signal corresponding to the above-mentioned 91 〃 or Ill □ “ along with the IXL device information on the two orthogonal image plane.

次にデーター処理!7) 1 [MJについて説明する
Next, data processing! 7) 1 [Explain MJ.

情報処理装置■旬する制御機能及び主メモリー機能によ
り、記憶されたデータは、元の二匝家面に対し、−レリ
として第3b図に示すような互に45の閑区を持つよう
な四方向の水子走光に対応する読与出しが実施される。
Information Processing Device - With the control function and main memory function, the stored data can be stored in four different areas, each having 45 quiet areas, as shown in Figure 3b, compared to the original two-story house. A readout corresponding to directional water phototaxis is performed.

これはレプリカ1を45ずつ回転させて得た2匝データ
で替え得る。これら谷方同O走食によるデータ列はへ 
1“およびゝ0〃の旧号夕1」になっており、このうら
、ゝ 1 //■恍いている長さを算術陶理演昇機能で
算定し、谷走食方同それぞれに門し、%IJFが&伏し
ている長さとその長さが現われる頻度をワーキングメそ
り一機能で記憶する。
This can be replaced with 2 units of data obtained by rotating replica 1 by 45 rotations. The data string from these tanigata domo eclipses is
1" and ゝ0〃's old name Yu 1", and after this, ゝ 1 //■ Calculate the length using the arithmetic and calculation function, and apply it to each of the valley running eclipses. , %IJF's length and the frequency with which that length appears are stored in one function of the working memory.

これらのメモリーを読出し、走置方向に関するそれぞれ
の連続している長さのモ均呟、連続している長さに対す
る頻度の標準偏差、% 1// O総数などを演算する
。これらの結果はワーキングメモリーの池のフィールド
Km理して記憶される。さらに各方向についての連続し
ている長さの乎均直がモ均されワーキングメモリー■史
に池のフィールドに整理記を−される。
These memories are read out, and the average of each continuous length in the running direction, the standard deviation of the frequency with respect to the continuous length, the total number of % 1//O, etc. are calculated. These results are stored in the working memory field Km. Furthermore, the continuous lengths in each direction are averaged and recorded in the working memory field.

このようにして得られた、皮膚または七〇レプリカに対
応する、走査四方向それぞれの911′連続長モ均便、
標準偏差、N1 〃の総数などは皮膚の特数を示す指標
として次のように利用することが出来るこれらの分類は
列を示したものであり、池のパラメータを用いれはさら
に多くの分類が51能であることは云うまでもない。
The 911′ continuous length in each of the four scanning directions corresponding to the skin or 70 replicas obtained in this way is
The standard deviation, the total number of N1, etc. can be used as an index showing the special characteristics of the skin as follows. Needless to say, he is talented.

(1)連続している長さのモ均匝を走査四方向について
モ均した血(Sl)は、 二毛孔の大ささが比較的大きいもの、それほど大きくな
いもCO判別・分用、 (2)走査四方向の径方向について、連続している長さ
っ子均値Oうち、直交した走査を対として、それぞれの
モ均倣■比を出し、二っ■比のうち大きな絶体値を敗っ
た(直(S2)は、:皮膚紋様■方向性すなわち皮溝が
比較的放射性を有しているもの、皮溝が一方向に流れて
いるもの■判別・分類、 (4)@の全面をメツシュに分割(たとえば256メツ
シユに分割、各メツシュは13X13ドツトで形成)シ
、各メツシュID’  1  ’の数を出し、それらの
変動係数をとった直(S、)は、 :皮丘が小さいもの、皮丘が大きいが、または皮丘が不
定なものの初別・分類、 に、反用出来る。
(1) Blood (Sl) that has been scanned and leveled in four directions over a continuous length can be used for CO discrimination and division, even if the pore size is relatively large or not so large. ) In the radial direction of the four scan directions, among the continuous length average values O, pair the orthogonal scans and calculate the respective M average scan ratios, and calculate the larger absolute value of the two ratios. (Direct (S2) is: Skin pattern■ Directionality, that is, those whose skin grooves are relatively radioactive, those where the skin grooves flow in one direction■Identification/classification, (4) Full surface of @ is divided into meshes (for example, divided into 256 meshes, each mesh is formed by 13x13 dots), the number of each mesh ID'1' is calculated, and the coefficient of variation is calculated. It can be used for the initial classification and classification of things that are small, have large ridges, or have irregular ridges.

上述θ判別分類について、(S2)を列にと9、さらに
詳しく脱明する。第3a図に、第2図とは異った一様に
流れた反烏紋様を侍つ2直隊を示す。この21直像01
1 〃、0//17よる王メモリーを、第3b図に示す
四方向、すなわち■、■、■および■の方向O水S+足
立によシ読出すと、−1〃および10〃よシなるデータ
列が得られるが、これらデータ列は■、■、■および■
の方向により異っている。
The above-mentioned θ discrimination classification will be explained in more detail in column (S2). Figure 3a shows a second formation with a uniformly flowing anti-crow pattern, which is different from Figure 2. This 21 direct image 01
1. When the memory according to 0//17 is read in the four directions shown in Figure 3b, namely, ■, ■, ■, and ■ directions O water S + Adachi, -1〃 and 10〃. Data columns are obtained, but these data columns are ■, ■, ■, and ■
It varies depending on the direction.

これらデータ列より、−1〃の遅咲の数とその頻度を図
表で示すと第3C図のようになる。
From these data strings, the number of -1 late blooms and their frequency are shown graphically as shown in Figure 3C.

この図表中■、■、■および■は第3b図O走麦方向■
、■、■および■にズ”J応しており、それぞれの迂伏
性の分布を示す曲徐でろる。■の楊餘、% 1Nの連続
性すなわち、38図甲子■の方向に走査した点部分■迩
絖■長さは、短いものが多く、そC+頻度は第3C図の
ようになることが容易に理解されるであろう。■の方向
と直交する■の方向の分布も第3C図υようになること
も理解されよう。このようにして、第3C図における分
布■と分布■のそれぞれの連続員数の干均匝比は1から
ずれていよう〇なお分布■と5+布■ははヌ同じような
曲線を有しそれぞれの運@長数θモ均直比はほぼ1とな
るが、二組の直交走髭θ遅続長数午均随比の1に近いも
のはここでは匣用しない。
In this diagram, ■, ■, ■, and ■ are in the O running direction in Figure 3b.■
, ■, ■, and ■, and the curves showing the distribution of each roundaboutness are gradual. It will be easily understood that the length of the dot part is short in most cases, and the C+ frequency is as shown in Figure 3C.The distribution in the direction of ■, which is orthogonal to the direction of ■, is also It can also be understood that the results are as shown in Figure 3C υ.In this way, the dry mean ratio of the number of consecutive members of distribution ■ and distribution ■ in Figure 3C will deviate from 1.〇 distribution ■ and 5 + cloth ■ Hahanu They have similar curves, and the linearity ratio of each luck @major number θ is almost 1, but the two sets of orthogonal running whiskers θ lagging major number memouniformity are close to 1 here. Then I won't use it.

このようなことを、第2図の放射状に均一に黒部分が分
散している皮膚叔様において考えて ・与ると、貝父す
る定食による運枕艮叔丑均値υ比は1に近いことが云え
よう。従って(2)で述べた柿別分−が町i目となる。
Considering this in the case of the skin in which black areas are evenly distributed radially in Figure 2, the average value υ ratio of luck due to the set meal that is prepared with shellfish is close to 1. I can say that. Therefore, the persimmon-betsu portion mentioned in (2) becomes the i-th town.

(1)、(3)、(4)の判別分類は類推が容易である
から詳述は省く口皮膚面形状の待畝検出分側においては
、上述S4、S2、S6、S、などをそ几ぞれ址的に分
割し、51−1・51−2・51−6“°°・52−1
・52−2・52−3°゛δ4−5.54−2、S、−
5・・・ とじ、それぞれ判定指標としてk =的に用
いることができる。これらを基にした分類により、上孔
の大きさ、皮溝の形状、皮丘υ大きさ等に関して反Ii
、1専門家■柚断による分IAとヒりて構度よく−)X
せしめることができる。
The discrimination classifications (1), (3), and (4) are easy to infer, so detailed explanations are omitted.On the side of detecting the waiting ridges of the mouth skin surface shape, the above-mentioned S4, S2, S6, S, etc. Divided into 51-1, 51-2, 51-6"°°, 52-1
・52-2・52-3°゛δ4-5.54-2, S, -
5..., each can be used as a determination index. Based on these classifications, the size of the superior foramen, the shape of the dermal groove, the size of the dermal condyle υ, etc.
, 1 expert ■ I was surprised by the minute IA by Yudan, and it was well-organized -)
You can force it.

以上θようにして優られた結果は数値データやパターン
として王メモリー機1尼、ワーキンダメモリー機能およ
び制閲a舵などによシ必賛に応じ、CRT表示装置12
、プリンター13に出力、表示することが邑来るっ1だ
場合により、外部メモリー11に結果を蓄積することが
可能であり、新旧データの比較を実施さぜることも出来
る。
The results obtained as described above can be expressed as numerical data and patterns on a memory machine, working memory function, control axle, etc.
If it is appropriate to output and display the results on the printer 13, the results can be stored in the external memory 11, and new and old data can be compared.

情報処牙装置10に小形コンビエータを用いると、特別
なハードウェアを作製する困難がない上に、コンビエー
タとしての多彩なデータ処理1じ力を法用して、史に復
雑な解析、識別が町llI[となシ、1t110測定g
冴からの人力、問診データ、祝祭データなども人力して
、それら■総会による診断を出力することも可能である
。なお小形コンピュータを用いる場合には、A/D変換
とNO小出力粗会直しコンピュータの胎便と等しいビッ
ト数の語長とするだめのバッファー+段を負加すれば効
果的である。
If a small combiator is used as the information processing device 10, there is no difficulty in manufacturing special hardware, and the combiator's versatile data processing capabilities can be used to perform complex analysis and identification. Town llI [tonashi, 1t110 measurement g
It is also possible to use manual labor from Sae, interview data, festival data, etc., and output the diagnosis from the general meeting. When using a small-sized computer, it is effective to add a buffer + stage to make the word length equal to the number of bits of the meconium of the A/D conversion and NO small-output processing computer.

前記のように、本発明0装随は、小Iし、低1曲賂ンて
rll:脱出来、各賎的な指標を誰でも短時間で得るこ
とがでさるものであるから、小規換な医院、薬局、化柾
品店等○店頭におき、手軽に回出するのにiしているり 4、 図面のIIH申な読切 第1図は本発明の皮面im形状のc侍α(検出・分類装
置の一笑施向を示すブロックダイヤグラム第2図は反泊
の21jt凶の1し1」、第3a図は一様に流れた皮崩
紋抹を持つiJ内の21ujはの1囮」、第3b図は水
」・走食の方向、第3C図は焦テータ   1浬慨叡と
そO頬敗′7)英係を表わ丁図表を承す。   −1:
皮ル1またはそのレプリカ 2:照明装置   ユ3:
拡大光学系 4:足金変換装置8¥ 5:前置増「歯6
謙 6 : A/L)変換と57:2レームメモリー 
8:インターンエース装置 9:モノクローム吠凶モニ
ター 10:+im処理装置11:外部メモリー 12
:CRT表示装置13:プリンタ 特許出願人 味式会辷 員  生  堂(ほか1名) 出願人代理人 弁理士 佐  藤  文  男(ほか1
名)
As mentioned above, the present invention is easy to use because anyone can obtain various basic indicators in a short time. ○ It can be placed in stores such as hospitals, pharmacies, chemical stores, etc. for easy circulation. (Figure 2 is a block diagram showing the operation of the detection/classification device. Figure 3a shows 21uj in iJ with a uniformly flowing skin disintegration pattern. Fig. 3B shows the direction of water, and Fig. 3C shows the direction of running. -1:
Skin 1 or its replica 2: Lighting device 3:
Magnifying optical system 4: Feeder conversion device 8 yen 5: Preposition addition "tooth 6"
Ken 6: A/L) conversion and 57:2 frame memory
8: Intern Ace device 9: Monochrome monitor 10: +im processing device 11: External memory 12
:CRT display device 13:Printer Patent applicant Ikudo Ikudo (and 1 other person), member of the Ajishiki Association Applicant's representative Patent attorney Fumi Sato (and 1 other person)
given name)

Claims (1)

【特許請求の範囲】[Claims] 皮膚面形状の検出・分析に関し、少くとも、皮膚又は皮
膚レプリカの表面を照射するための照明装置、前記照明
装置で照明された皮膚又は皮膚レプリカの表面像を表わ
す一群のデジタル信号を発生する装置、及び前記デジタ
ル信号を記憶する記憶手段と、前記表面像に関するデジ
タル信号における所定レベルの連続長等を算出する手段
と、前記レベル連続長の分布の分類等各種統計量を算出
する手段を含む情報処理装置を有する皮膚面形状の特徴
検出・分類装置。
Regarding detection and analysis of skin surface shape, at least an illumination device for illuminating the surface of the skin or skin replica, and a device for generating a group of digital signals representing a surface image of the skin or skin replica illuminated by the illumination device. , and information including a storage means for storing the digital signal, a means for calculating a continuous length of a predetermined level in the digital signal related to the surface image, and a means for calculating various statistics such as classification of the distribution of the level continuous length. A skin surface shape feature detection/classification device having a processing device.
JP59186277A 1984-09-07 1984-09-07 Apparatus for detecting and classifying characteristics of skin surface shape Pending JPS6164232A (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
JP59186277A JPS6164232A (en) 1984-09-07 1984-09-07 Apparatus for detecting and classifying characteristics of skin surface shape
FR8512324A FR2570206A1 (en) 1984-09-07 1985-08-13 Apparatus for detecting and classifying the characteristics of skin surface shapes

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP59186277A JPS6164232A (en) 1984-09-07 1984-09-07 Apparatus for detecting and classifying characteristics of skin surface shape

Publications (1)

Publication Number Publication Date
JPS6164232A true JPS6164232A (en) 1986-04-02

Family

ID=16185477

Family Applications (1)

Application Number Title Priority Date Filing Date
JP59186277A Pending JPS6164232A (en) 1984-09-07 1984-09-07 Apparatus for detecting and classifying characteristics of skin surface shape

Country Status (2)

Country Link
JP (1) JPS6164232A (en)
FR (1) FR2570206A1 (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6459145A (en) * 1987-08-31 1989-03-06 Kao Corp Analyzer of surface nature
JPH0246833A (en) * 1988-08-09 1990-02-16 Kobayashi Kose Co Ltd Measuring method and device for configuration of skin surface
JPH03118036A (en) * 1989-09-30 1991-05-20 Kanebo Ltd Evaluating method for skin state and device used therefor

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE4313258A1 (en) * 1993-04-23 1994-10-27 Beiersdorf Ag Method and device for the quantitative measurement of the texture of the human skin surface by means of registration, reproduction and analysis of image information
WO2007043899A1 (en) 2005-10-14 2007-04-19 Applied Research Associates Nz Limited A method of monitoring a surface feature and apparatus therefor
FR2940903B1 (en) * 2009-01-15 2014-08-22 Dynamic 3D AUTOMATED SYSTEM FOR CHARACTERIZING FACIAL SKIN WRINKLES BY ANALYSIS OF IMAGES MADE IN A COLORIMETRIC SPECTRUM REMOVABLE FROM RED
US9179844B2 (en) 2011-11-28 2015-11-10 Aranz Healthcare Limited Handheld skin measuring or monitoring device
US10013527B2 (en) 2016-05-02 2018-07-03 Aranz Healthcare Limited Automatically assessing an anatomical surface feature and securely managing information related to the same
US11116407B2 (en) 2016-11-17 2021-09-14 Aranz Healthcare Limited Anatomical surface assessment methods, devices and systems
EP4183328A1 (en) 2017-04-04 2023-05-24 Aranz Healthcare Limited Anatomical surface assessment methods, devices and systems

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5263753A (en) * 1975-11-20 1977-05-26 Bendix Corp Apparatus for discriminating surface characteristic of object
JPS58147607A (en) * 1982-02-27 1983-09-02 Matsushita Electric Works Ltd Surface roughness measuring method

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR2262834B1 (en) * 1973-04-09 1977-10-21 Calspan Corp

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5263753A (en) * 1975-11-20 1977-05-26 Bendix Corp Apparatus for discriminating surface characteristic of object
JPS58147607A (en) * 1982-02-27 1983-09-02 Matsushita Electric Works Ltd Surface roughness measuring method

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6459145A (en) * 1987-08-31 1989-03-06 Kao Corp Analyzer of surface nature
JPH0246833A (en) * 1988-08-09 1990-02-16 Kobayashi Kose Co Ltd Measuring method and device for configuration of skin surface
JPH03118036A (en) * 1989-09-30 1991-05-20 Kanebo Ltd Evaluating method for skin state and device used therefor

Also Published As

Publication number Publication date
FR2570206A1 (en) 1986-03-14

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