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  • 提高防OCR的一种办法

    今天因为某件事情,想搞个图片,想防止被OCR。

    各种试,但不得不说现在的OCR真的牛啊,变形,加噪,横线,仍然难以阻挡。

    后面试了不下百十来种字体,但仍然无效,比如下面的

    也试了一种简单办法 ,有点小用,但也没大用

    但最后试出一种结果,可以有效的防止OCR(只是目前),拿三家大厂来试一下

    腾讯

    https://cloud.tencent.com/product/ocr-catalog

    百度

    https://cloud.baidu.com/product/ocr/general

    阿里

    https://duguang.aliyun.com/experience?type=universal&subtype=general#intro

    这个字体是怎么生成的了,很简单

    生成汉字,扭曲,加棱形外框,旋转20度。

    不知道哪位民间高手,能够试试?

    另外把生成验证码的各种操作C#代码放出来,凑合看,跟本文关系不大

    using System;
    using System.Collections.Generic;
    using System.ComponentModel;
    using System.Data;
    using System.Drawing;
    using System.Linq;
    using System.Text;
    using System.Windows.Forms;
    
    namespace wxEncode
    {
        public partial class Form1 : Form
        {
            //private static Color BackColor = Color.White;
            private static int Width = 62;
            private static int Height = 61;
            private Random _random;
            //private int _brushNameIndex;
            public Form1()
            {
                InitializeComponent();
            }
    
            private void button1_Click(object sender, EventArgs e)
            {
                
                string code = "";
                //code = "wwwwsss.coa.domf";
                //code = "wwwww.baidu.com";
                Width = getstrLen(code);
                pictureBox1.Image = GetVCode(code);
    
                Bitmap b= TwistImage(new Bitmap(pictureBox1.Image), true, Convert.ToInt32( numericUpDown1.Value), Convert.ToInt32(numericUpDown2.Value));
                Image img = b;
                //System.IO.File.Delete(@"d:x.png");
                //b.Save(@"d:x.png");
                pictureBox1.Image = b;
            }
            public int getstrLen(string code)
            {
                code = code.Trim();
                string d = "`1234567890-=qwertyuiop[]\asdfghjkl;'zxcvbnm,./~!@#$%^&*()_+QWERTYUIOP{}|ASDFGHJKL:"ZXCVBNM<>?";
                int r = 0;
                int e = 0;
                int h = 0;
                for (int i = 0; i < code.Length; i++)
                {
                    if (d.Contains(code[i]))
                    {
                        //r += 15;
                        e++;
                    }
                    else
                    {
                        //r += 20;
                        h++;
                    }
    
                }
                
                int s1 = 6;
                if (e < s1)
                    r += e * 40;
                else
                    r += e * 28;
                if (h < s1)
                    r += h * 60;
                else
                    r += h * 45;
                //if (code.Length<=s1)
                //    if (e>=2)
                //        r +=    (s1+1- e)*10;
                
                return r;
            }
            public Image GetVCode(string codeStr)
            {
                _random = new Random();
                using (Bitmap img = new Bitmap(Width, Height))
                {
                    // _code = GetRandomCode();
                    // System.Web.HttpContext.Current.Session["vcode"] = _code;
                    using (Graphics g = Graphics.FromImage(img))
                    {
                        g.Clear(Color.White);//绘画背景颜色
    
                        Paint_Text(g, codeStr);// 绘画文字
                        // g.DrawString(strCode, new Font("微软雅黑", 15), Brushes.Blue, new PointF(5, 2));// 绘画文字
                        //Paint_TextStain(img);// 绘画噪音点
                        Paint_line(g);
                        g.DrawRectangle(Pens.DarkGray, 0, 0, Width - 1, Height - 1);//绘画边框
                        IntPtr pr = img.GetHbitmap();
                        Image MyImage = Image.FromHbitmap(pr);
                        return MyImage;
                        //using (System.IO.MemoryStream ms = new System.IO.MemoryStream())
                        //{
                        //    //将图片 保存到内存流中
                        //    img.Save(ms, System.Drawing.Imaging.ImageFormat.Gif);
                        //    //将内存流 里的 数据  转成 byte 数组 返回
                        //    return ms.ToArray();
                        //}
                    }
                }
    
            }
            private void Paint_line(Graphics graph)
            {
                return;
                int nLines = 3;
                
                System.Drawing.Pen pen = new System.Drawing.Pen(GetBrush(),  0.5f);
                for (int a = 0; a < nLines; a++)
                {
                    int x1 = _random.Next() % Convert.ToInt32 (Width/4);
                    int y1 = _random.Next() % Height;
                    int x2 = _random.Next() % Convert.ToInt32(Width / 4*3);
                    int y2 = _random.Next() % Height;
                    graph.DrawLine(pen, x1, y1, x2, y2);
                }
            }
            /// <summary>
            /// 绘画文字
            /// </summary>
            /// <param name="g"></param>
            private void Paint_Text(Graphics g, string code)
            {
                g.DrawString(code, GetFont(), GetBrush(), 3, 1);
            }
    
            /// <summary>
            /// 绘画文字噪音点
            /// </summary>
            /// <param name="g"></param>
            private void Paint_TextStain(Bitmap b)
            {
                string[] BrushName = new string[] {    "OliveDrab",
                                                      "ForestGreen",
                                                      "DarkCyan",
                                                      "LightSlateGray",
                                                      "RoyalBlue",
                                                      "SlateBlue",
                                                      "DarkViolet",
                                                      "MediumVioletRed",
                                                      "IndianRed",
                                                      "Firebrick",
                                                      "Chocolate",
                                                      "Peru",
                                                      " enrod"
                                                 };
    
                for (int n = 0; n < Width*Height*0.05; n++)
                {
                    int bi = _random.Next(0, BrushName.Length);
                    int x = _random.Next(Width);
                    int y = _random.Next(Height);
                    b.SetPixel(x, y, Color.FromName(BrushName[bi]));
                    
    
                }
    
            }
            /// <summary>
            /// 随机取一个字体
            /// </summary>
            /// <returns></returns>
            private Font GetFont()
            {
                string[] FontItems = new string[]{   "Arial",
                                                      "Helvetica",
                                                      "Geneva",
                                                      "sans-serif",
                                                      "Verdana"
                                                  };
    
                int fontIndex = _random.Next(0, FontItems.Length);
                FontStyle fontStyle = GetFontStyle(_random.Next(0, 2));
                Console.WriteLine("font:" + FontItems[fontIndex]);
                return new Font(FontItems[4], 25, fontStyle);
            }
            /**/
            /**/
            /**/
            /// <summary>
            /// 随机取一个笔刷
            /// </summary>
            /// <returns></returns>
            private Brush GetBrush()
            {
                Brush[] BrushItems = new Brush[]{     Brushes.OliveDrab,
                                                      Brushes.ForestGreen,
                                                      Brushes.DarkCyan,
                                                      Brushes.LightSlateGray,
                                                      Brushes.RoyalBlue,
                                                      Brushes.SlateBlue,
                                                      Brushes.DarkViolet,
                                                      Brushes.MediumVioletRed,
                                                      Brushes.IndianRed,
                                                      Brushes.Firebrick,
                                                      Brushes.Chocolate,
                                                      Brushes.Peru,
                                                      Brushes.Goldenrod
                                                };
    
                int brushIndex = _random.Next(0, BrushItems.Length);
                Console.WriteLine("" + brushIndex.ToString () +"--" + BrushItems[brushIndex]);
                return BrushItems[7];
            }
            /// <summary>
            /// 绘画背景颜色
            /// </summary>
            /// <param name="g"></param>
            private void Paint_Background(Graphics g)
            {
                g.Clear(Color.White);
            }
            /**/
            /**/
            /**/
            /// <summary>
            /// 取一个字体的样式
            /// </summary>
            /// <param name="index"></param>
            /// <returns></returns>
            private FontStyle GetFontStyle(int index)
            {
                index = 0;
                switch (index)
                {
                    case 0:
                        return FontStyle.Bold;
                    case 1:
                        return FontStyle.Italic;
                    default:
                        return FontStyle.Regular;
                }
            }
    
            /// <summary>
            /// 取得一个 4 位的随机码
            /// </summary>
            /// <returns></returns>
            public string GetRandomCode()
            {
                return Guid.NewGuid().ToString().Substring(0, 5);
            }
    
            private const double PI = 3.1415926535897932384626433832795;
            private const double PI2 = 6.283185307179586476925286766559;
    
            /// <summary>
            /// 正弦曲线Wave扭曲图片
            /// </summary>
            /// <param name="srcBmp">图片路径</param>
            /// <param name="bXDir">如果扭曲则选择为True</param>
            /// <param name="dMultValue">波形的幅度倍数,越大扭曲的程度越高,一般为3</param>
            /// <param name="dPhase">波形的起始相位,取值区间[0-2*PI)</param>
            /// <returns></returns>
            public System.Drawing.Bitmap TwistImage(Bitmap srcBmp, bool bXDir, double dMultValue, double dPhase)
            {
                System.Drawing.Bitmap destBmp = new Bitmap(srcBmp.Width, srcBmp.Height);
    
                //将位图背景填充为白色
                System.Drawing.Graphics graph = System.Drawing.Graphics.FromImage(destBmp);
                graph.FillRectangle(new SolidBrush(System.Drawing.Color.White), 0, 0, destBmp.Width, destBmp.Height);
                graph.Dispose();
    
                double dBaseAxisLen = bXDir ? (double)destBmp.Height : (double)destBmp.Width;
    
                for (int i = 0; i < destBmp.Width; i++)
                {
                    for (int j = 0; j < destBmp.Height; j++)
                    {
                        double dx = 0;
                        dx = bXDir ? (PI2 * (double)j) / dBaseAxisLen : (PI2 * (double)i) / dBaseAxisLen;
                        dx += dPhase;
                        double dy = Math.Sin(dx);
    
                        //取得当前点的颜色
                        int nOldX = 0,nOldY = 0;
                        nOldX = bXDir ? i + (int)(dy * dMultValue) : i;
                        nOldY = bXDir ? j : j + (int)(dy * dMultValue);
    
                        System.Drawing.Color color = srcBmp.GetPixel(i, j);
                        if (nOldX >= 0 && nOldX < destBmp.Width
                        && nOldY >= 0 && nOldY < destBmp.Height)
                        {
                            destBmp.SetPixel(nOldX, nOldY, color);
                        }
                    }
                }
    
                return destBmp;
            }
    
    
        }
    }
    View Code
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  • 原文地址:https://www.cnblogs.com/szyicol/p/14960667.html
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