#!/usr/bin/python
#?-*-coding:utf-8-*-

from?PIL?import?Image?ImageDraw


def?cut_pinnum_pic_from_page（xpath?window?pageScreen?pinNumPath）:
????‘‘‘
????url=‘http://10.2.122.143:8000/?HIPPO_TRADE_URL=ws://10.2.122.143:1521#StockQuote‘
????driver?=?webdriver.Chrome（）
????driver.maximize_window（）??#將瀏覽器最大化
????driver.get（url）
????driver.save_screenshot（‘C:\\aa.png‘）??#截取當前網頁，該網頁有我們需要的驗證碼
????‘‘‘
????driver?=?window
????#pageScreen?=?“C:\\yzm\\page.png“
????#pinNumPath?=?‘C:\\yzm\\pinnum.jpg‘

????driver.save_screenshot（pageScreen）
????imgelement?=?driver.find_element_by_xpath（xpath）
????#獲取驗證碼xy軸坐標
????location?=?imgelement.location
????size=imgelement.size
????#寫成我們需要截取的位置坐標
????rangle=（int（location[‘x‘]）?int（location[‘y‘]）?int（location[‘x‘]?+?size[‘width‘]）?int（location[‘y‘]?+?size[‘height‘]））
????i=Image.open（pageScreen）
????#使用Image的crop函數，截取驗證碼
????pin=i.crop（rangle）
????pin.save（pinNumPath）
????print?“:::“?pinNumPath?“saved?successfully!“

def?getPixel（image?x?y?G?N）:
????‘‘‘
????#二值判斷如果確認是噪聲用改點的上面一個點的灰度進行替換
????#該函數也可以改成RGB判斷的具體看需求如何
????‘‘‘
????L?=?image.getpixel（（x?y））
????if?L?>?G:
????????L?=?True
????else:
????????L?=?False

????nearDots?=?0
????if?L?==?（image.getpixel（（x?-?1?y?-?1））?>?G）:
????????nearDots?+=?1
????if?L?==?（image.getpixel（（x?-?1?y））?>?G）:
????????nearDots?+=?1
????if?L?==?（image.getpixel（（x?-?1?y?+?1））?>?G）:
????????nearDots?+=?1
????if?L?==?（image.getpixel（（x?y?-?1））?>?G）:
????????nearDots?+=?1
????if?L?==?（image.getpixel（（x?y?+?1））?>?G）:
????????nearDots?+=?1
????if?L?==?（image.getpixel（（x?+?1?y?-?1））?>?G）:
????????nearDots?+=?1
????if?L?==?（image.getpixel（（x?+?1?y））?>?G）:
????????nearDots?+=?1
????if?L?==?（image.getpixel（（x?+?1?y?+?1））?>?G）:
????????nearDots?+=?1

????if?nearDots?????????return?image.getpixel（（x?y-1））
????else:
????????return?None


def?clearNoise（image?G?N?Z）:
????‘‘‘
????降噪
????根據一個點A的RGB值，與周圍的8個點的RBG值比較，設定一個值N（0?????G:?Integer?圖像二值化閥值
????N:?Integer?降噪率?0?????Z:?Integer?降噪次數
????@輸出
????0：降噪成功
????1：降噪失敗
????‘‘‘
????draw?=?ImageDraw.Draw（image）
????for?i?in?xrange（0?Z）:
????????for?x?in?xrange（1?image.size[0]?-?1）:
????????????for?y?in?xrange（1?image.size[1]?-?1）:
????????????????color?=?getPixel（image?x?y?G?N）
????????????????if?color?!=?None:
????????????????????draw.point（（x?y）?color）



def?op_clearNoise（oldPic?newPic）:
????‘‘‘
????執行去噪處理
????‘‘‘
????image?=?Image.open（oldPic）
????image?=?image.convert（“L“）
????clearNoise（image?50?4?4）
????print?“:::clearNoise?successfully!“
????image.save（newPic）


if?__name__==‘__main__‘:
????#oldPic?=?‘C:\\yzm\\pinnum.jpg‘
????#newPic?=?‘C:\\yzm\\pin_clearnoise.jpg‘
????oldPinPic?=?‘C:\\yzm\\pinnum.jpg‘
????newPinPic?=?‘C:\\yzm\\pin_clearnoise.jpg‘
????op_clearNoise（oldPinPic?newPinPic）

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件???????2095??2016-06-16?10:05??pytesser\123.png

?????文件????????273??2016-06-16?10:05??pytesser\AUTHORS

?????文件?????????48??2016-06-16?10:05??pytesser\ChangeLog

?????文件???????3289??2016-06-16?18:13??pytesser\clearNoise.py

?????文件???????1594??2016-06-16?10:05??pytesser\delPic.py

?????文件????????424??2016-06-16?10:05??pytesser\errors.py

?????文件???????1410??2016-06-16?10:05??pytesser\fnord.tif

?????文件??????20607??2016-06-16?10:05??pytesser\fonts_test.png

?????文件????????558??2016-06-16?10:05??pytesser\LICENSE

?????文件????????337??2016-06-16?10:05??pytesser\NOTICE

?????文件??????38668??2016-06-16?10:05??pytesser\phototest.tif

?????文件???????3987??2016-06-16?18:13??pytesser\pytesser.py

?????文件???????2652??2016-06-16?10:05??pytesser\README

?????文件???????2772??2016-06-16?10:05??pytesser\tessdata\blackText.params

?????文件???????1012??2016-06-16?10:05??pytesser\tessdata\configs\api_config

?????文件????????760??2016-06-16?10:05??pytesser\tessdata\configs\api_resaljet

?????文件????????412??2016-06-16?10:05??pytesser\tessdata\configs\box.train

?????文件?????????97??2016-06-16?10:05??pytesser\tessdata\configs\inter

?????文件????????815??2016-06-16?10:05??pytesser\tessdata\configs\oldapi_config

?????文件????????816??2016-06-16?10:05??pytesser\tessdata\configs\oldbox.train

?????文件???????1785??2016-06-16?10:05??pytesser\tessdata\configs\variable_config

?????文件???????1068??2016-06-16?10:05??pytesser\tessdata\configs\var_api_config

?????文件???????1071??2016-06-16?10:05??pytesser\tessdata\configs\var_box.train

?????文件?????????12??2016-06-16?10:05??pytesser\tessdata\confsets

?????文件????????235??2016-06-16?10:05??pytesser\tessdata\DangAmbigs

?????文件?????132988??2016-06-16?10:05??pytesser\tessdata\fmtable.cls

?????文件????????751??2016-06-16?10:05??pytesser\tessdata\fnetwts

?????文件????????720??2016-06-16?10:05??pytesser\tessdata\freq-dawg

?????文件?????676716??2016-06-16?10:05??pytesser\tessdata\inttemp

?????文件????1369167??2016-06-16?10:05??pytesser\tessdata\netwts

............此處省略21個文件信息