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## 200630面談　中澤

LBP特徴量でヒストグラムを取った際、画像の特徴が似ているならばヒストグラムの形状も似たようなものになる
したがって手足症候群の危険レベルが上昇していると判断するには、通常のものと手足症候群のものではっきりとヒストグラムの形状に違いがわかる部位で学習を行うようにすると良いと考えた

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手足症候群の人の手のひら画像と、そのLBP特徴量のヒストグラム
![](https://i.imgur.com/yLUAz2y.png)![](https://i.imgur.com/w1fInT1.png)![](https://i.imgur.com/X9MWU2R.png)![](https://i.imgur.com/HSish0c.png)![](https://i.imgur.com/F0KqeU4.png)
![](https://i.imgur.com/LhxeTkE.png)![](https://i.imgur.com/x3sGWa5.png)![](https://i.imgur.com/IBqsFU1.png)![](https://i.imgur.com/GLEHalt.png)![](https://i.imgur.com/UvCZbp5.png)

![](https://i.imgur.com/u1pFFBa.png =80x60) ![](https://i.imgur.com/97M6ajM.png =80x60) ![](https://i.imgur.com/4KSgL1E.png =80x60) ![](https://i.imgur.com/ebWLTxR.png =80x60) ![](https://i.imgur.com/Ht9GCWO.png =80x60)
![](https://i.imgur.com/vrXJOF3.png =80x60) ![](https://i.imgur.com/90KsxjQ.png =80x60) ![](https://i.imgur.com/benF82D.png =80x60) ![](https://i.imgur.com/ygAcQNw.png =80x60) ![](https://i.imgur.com/eeZJ3bc.png =80x60)

健康状態の人の手のひら画像と、そのLBP特徴量のヒストグラム
![](https://i.imgur.com/rBmiJhI.png)![](https://i.imgur.com/jtxDKBd.png)![](https://i.imgur.com/R03Nbo9.png)![](https://i.imgur.com/5Zrhueu.png)![](https://i.imgur.com/seAUjGQ.png)
![](https://i.imgur.com/we0dwRm.png)![](https://i.imgur.com/WvNUXuG.png)![](https://i.imgur.com/7cpY7oD.png)![](https://i.imgur.com/EfLwKsO.png)![](https://i.imgur.com/Aejqk1N.png)

![](https://i.imgur.com/g31Rx93.png =80x60) ![](https://i.imgur.com/znnEa6Y.png =80x60) ![](https://i.imgur.com/Ita9pK2.png =80x60) ![](https://i.imgur.com/amLDrlf.png =80x60) ![](https://i.imgur.com/jbeUNxg.png =80x60)
![](https://i.imgur.com/Id5gYcq.png =80x60) ![](https://i.imgur.com/ljcpTHJ.png =80x60) ![](https://i.imgur.com/nSZ7dlk.png =80x60) ![](https://i.imgur.com/66etUvn.png =80x60) ![](https://i.imgur.com/FJPXDD8.png =80x60)

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手足症候群の人の中指の画像と、そのLBP特徴量のヒストグラム
![](https://i.imgur.com/8p11DP4.png)![](https://i.imgur.com/p3nSdOZ.png)![](https://i.imgur.com/e12obJf.png)![](https://i.imgur.com/Z5GvCRz.png)![](https://i.imgur.com/siKEc6j.png)
![](https://i.imgur.com/sKBxkjq.png)![](https://i.imgur.com/hJQGHSw.png)![](https://i.imgur.com/TPsqsTV.png)![](https://i.imgur.com/6imO51O.png)![](https://i.imgur.com/PKqTsa3.png)


健康状態の人の中指の画像と、そのLBP特徴量のヒストグラム
![](https://i.imgur.com/nT751iR.png =80x60) ![](https://i.imgur.com/XxsSwbo.png =80x60) ![](https://i.imgur.com/1cPD6nI.png =80x60) ![](https://i.imgur.com/qIWquay.png =80x60) ![](https://i.imgur.com/qGbhHQs.png =80x60)
![](https://i.imgur.com/Y252rIS.png =80x60) ![](https://i.imgur.com/2Hkcqjk.png =80x60) ![](https://i.imgur.com/IuV4aIS.png =80x60) ![](https://i.imgur.com/HoIyIhk.png =80x60) ![](https://i.imgur.com/awlbKvp.png =80x60)


![](https://i.imgur.com/pftAASM.png)![](https://i.imgur.com/s8KKF7L.png)![](https://i.imgur.com/js2d9Z8.png)![](https://i.imgur.com/Rm1KslT.png)![](https://i.imgur.com/cpXHaLy.png)
![](https://i.imgur.com/me1q6Cs.png)![](https://i.imgur.com/HYHmCrv.png)![](https://i.imgur.com/iONHzKf.png)![](https://i.imgur.com/Z0eYsYD.png)![](https://i.imgur.com/HxGXa4P.png)

![](https://i.imgur.com/xFlnSyc.png =80x60) ![](https://i.imgur.com/CjSLWou.png =80x60) ![](https://i.imgur.com/X5iHi2F.png =80x60) ![](https://i.imgur.com/vGQuKPX.png =80x60) ![](https://i.imgur.com/ABcuXm4.png =80x60)
![](https://i.imgur.com/OrAWRQk.png =80x60) ![](https://i.imgur.com/EkMyiWY.png =80x60) ![](https://i.imgur.com/pZ49qb8.png =80x60) ![](https://i.imgur.com/mVZFTiw.png =80x60) ![](https://i.imgur.com/D4Neblu.png =80x60)

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手のひらのヒストグラムはあまりはっきりとした違いを感じることができなかったので、指の方でもデータをとった。
指の方のヒストグラムは、手のひらのものよりは判断しやすいと感じた。

