轮胎外观检测添加思谋语义分割模型检测工具
C3204
2026-03-30 06c627ec032b3f3876fd7db8a3ff0ff1a6614fa2
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using HalconDotNet;
using LB_SmartVisionCommon;
using LB_VisionControls;
using OpenCvSharp;
using System;
using System.Collections.Generic;
using System.Drawing;
using System.Linq;
using System.Security.Cryptography;
using System.Text;
using System.Threading.Tasks;
using ZXing;
using ZXing.Common;
using ZXing.Multi.QrCode;
 
namespace LB_VisionProcesses.Alogrithms
{
    public class FindCode2dTool : TAlgorithm
    {
        public enum Code2dType { None, QRCode, BarCode };
 
        BarcodeReader<Bitmap> zx_BarCodeHandle = null;
        QRCodeMultiReader zx_QRCodeHandle = null;
 
 
        public FindCode2dTool()
        {
            strProcessClass = "LB_VisionProcesses.Alogrithms.FindCode2dTool";
            strProcessName = "Z读码工具";
 
            //创建一个条码模型
            zx_BarCodeHandle = CreateCodeMode();
            zx_QRCodeHandle = CreateQRCodeMode();
 
            Params.Inputs.Add("Code2dType", "BarCode");
            Params.Inputs.Add("CodeHead", "");
            Params.Inputs.Add("CodeLength", 0);
            Params.Inputs.Add("MinThreshold", 80);
            Params.Inputs.Add("MaxThreshold", 180);
 
            Params.Inputs.Add("MinCount", 0);
            Params.Inputs.Add("MaxCount", 9999);
 
            Params.Outputs.Add("CodeStrings", new List<string>());
        }
 
        private static readonly object lockObj = new object();
 
        /// <summary>
        /// 算子逻辑
        /// </summary>
        public override void TAlgorithmMain()
        {
            lock (lockObj)
            {
                #region 初始化变量
                ZXing.Result[] results = null;
                #endregion
 
                try
                {
                    if (InputImage == null)
                    {
                        Msg = "输入图片为空";
                        Result = false;
                        AsyncLogHelper.Error(Msg);
                        return;
                    }
 
                    if (!(InputImage is Mat))
                    {
                        Msg = "输入图片格式不为Mat";
                        Result = false;
                        AsyncLogHelper.Error(Msg);
                        return;
                    }
 
                    object DomainImage = null;
 
                    #region 裁剪区域
                    if (!ReduceDomainImage(InputImage, ref DomainImage))
                    {
                        Msg = "裁剪区域失败";
                        Result = false;
                        AsyncLogHelper.Error(Msg);
                        return;
                    }
                    this.Record = new MsgRecord();
                    #endregion
 
                    #region 算子逻辑
                    Bitmap hoDomainImage = null;
                    Mat mGray = new Mat();
                    //ZXing针对识别灰度图像效果更好,所以这里转换为灰度图像
                    if (((Mat)DomainImage).Channels() == 3)
                    {
                        Cv2.CvtColor(((Mat)DomainImage), mGray, ColorConversionCodes.BGR2GRAY);
                    }
                    else
                    {
                        mGray = ((Mat)DomainImage).Clone();
                    }
 
                    //高斯模糊的 Size(3,3) 和二值化的 blockSize=11 需根据图像分辨率调整。
                    if (true)
                    {
                        /*降噪(高斯模糊或中值滤波)*/
                        //高斯模糊:适合轻度噪声
                        //Cv2.GaussianBlur(mGray, mGray, new OpenCvSharp.Size(3, 3), 0);
                        //中值滤波:适合椒盐噪声
                        //Cv2.MedianBlur(mGray, mGray, 3);
 
                        /*锐化*/
                        //Mat sharpened = new Mat();
                        //float[] kernelData = { 0, -1, 0, -1, 5, -1, 0, -1, 0 };
                        //Mat kernel = Mat.FromArray(kernelData).Reshape(1, 3); // 转换为 3x3 矩阵
                        //Cv2.Filter2D(mGray, mGray, -1, kernel);
 
                        /*二值化*/
                        //自适应阈值(推荐光照不均场景)
                        //Cv2.AdaptiveThreshold(mGray, mGray, 255, AdaptiveThresholdTypes.GaussianC, ThresholdTypes.Binary, 11, 2);
                        //大津算法(OTSU)
                        //Cv2.Threshold(mGray, mGray, 0, 255, ThresholdTypes.Binary | ThresholdTypes.Otsu);
 
                        /*透视校正(倾斜条码)*/
                        //// 检测条码轮廓并找到四个角点
                        //Point2f[] corners = FindBarcodeCorners(binary);
                        //if (corners != null)
                        //{
                        //    Mat warpMat = Cv2.GetPerspectiveTransform(corners, new Point2f[] { ... });
                        //    Cv2.WarpPerspective(binary, binary, warpMat, binary.Size());
                        //}
                    }
 
                    //将Mat转换为Bitmap,供ZXing使用
                    TAlgorithm.Mat2Bitmap(mGray, out hoDomainImage);
 
                    string CodeHead = (ProcessParams.ConvertToString(Params.Inputs["CodeHead"])).TrimEnd();
                    int CodeLength = ProcessParams.ConvertToInt32(Params.Inputs["CodeLength"]);
 
                    // 尝试转换字符串为枚举类型
                    if (!Enum.TryParse(ProcessParams.ConvertToString(Params.Inputs["Code2dType"]), out Code2dType eCode2dType))
                    {
                        eCode2dType = Code2dType.None;
                    }
 
                    if (string.IsNullOrEmpty(CodeHead) || CodeHead.Trim() == "")
                    {
                        switch (eCode2dType)
                        {
                            case Code2dType.None:
                                {
                                    break;
                                }
                            case Code2dType.QRCode:
                                {
                                    TAlgorithm.Bitmap2BinaryBitmap(hoDomainImage, out BinaryBitmap binaryBitmap);
                                    results = zx_QRCodeHandle.decodeMultiple(binaryBitmap);
                                    TAlgorithm.BinaryBitmap2Bitmap(binaryBitmap, out hoDomainImage);
                                    break;
                                }
                            case Code2dType.BarCode:
                                {
                                    results = zx_BarCodeHandle.DecodeMultiple(hoDomainImage);
                                    break;
                                }
                        }
                    }
                    else
                    {
                        //色阶映射,增强图像对比度
                        //scale_gray_map(hoDomainImage, out HObject ho_Image2, i, j);
 
                        switch (eCode2dType)
                        {
                            case Code2dType.None:
                                {
                                    break;
                                }
                            case Code2dType.QRCode:
                                {
                                    TAlgorithm.Bitmap2BinaryBitmap(hoDomainImage, out BinaryBitmap binaryBitmap);
                                    results = zx_QRCodeHandle.decodeMultiple(binaryBitmap);
                                    TAlgorithm.BinaryBitmap2Bitmap(binaryBitmap, out hoDomainImage);
                                    break;
                                }
                            case Code2dType.BarCode:
                                {
                                    results = zx_BarCodeHandle.DecodeMultiple(hoDomainImage);
                                    break;
                                }
                        }
 
                        if (results != null)
                        {
                            List<string> listCodeStrings = new List<string>();
 
                            foreach (var result in results)
                            {
                                string strBarCode = result.Text;
                                if (strBarCode.StartsWith(CodeHead) && strBarCode.Length == CodeLength)
                                {
                                    var points = result.ResultPoints;
                                    ((MsgRecord)Record).AddRecord(strBarCode, points[0].Y, points[0].X);
 
                                    OutputImage = hoDomainImage;
                                    listCodeStrings.Add(strBarCode);
                                    Params.Outputs["CodeStrings"] = listCodeStrings;
                                    Params.Outputs["Count"] = 1;
                                    Msg = "运行成功";
                                    Result = true;
                                    return;
                                }
                            }
                        }
 
                        OutputImage = null;
                        Params.Outputs["CodeStrings"] = null;
                        Params.Outputs["Count"] = 0;
                        if (CodeLength > 0)
                        {
                            Msg = string.Format("没有找到指定头为\"{0}\"且长度为\"{1}\"的码", CodeHead, CodeLength);
                        }
                        else
                        {
                            Msg = string.Format("没有找到指定头为\"{0}\"码", CodeHead);
                        }
                        Result = false;
                        AsyncLogHelper.Info(Msg);
                        return;
                    }
                    #endregion
 
                    #region 结果处理
                    List<string> CodeStrings = new List<string>();
                    if (results != null)
                    {
                        foreach (var result in results)
                        {
                            CodeStrings.Add(result.Text);
                            var points = result.ResultPoints;
                            ((MsgRecord)Record).AddRecord(result.Text, points[0].Y, points[0].X);
                        }
                    }
 
                    Params.Outputs["CodeStrings"] = CodeStrings;
                    Params.Outputs["Count"] = CodeStrings.Count;
                    #endregion
 
                    #region 生成OutputImage给后续处理
                    try
                    {
                        OutputImage = hoDomainImage;
                    }
                    catch (Exception ex)
                    {
                        Msg = "生成OutputImage失败,原因是:" + ex.ToString();
                        Result = false;
                        AsyncLogHelper.Error(Msg);
                        return;
                    }
                    #endregion
 
                    if (Msg == "运行超时")
                    {
                        Result = false;
                        return;
                    }
 
                    int MinCount = ProcessParams.ConvertToInt32(Params.Inputs["MinCount"]);
                    int MaxCount = ProcessParams.ConvertToInt32(Params.Inputs["MaxCount"]);
 
                    if (CodeStrings.Count < MinCount || CodeStrings.Count > MaxCount)
                    {
                        Msg = string.Format("结果个数超出范围({0},{1})", MinCount, MaxCount);
                        Result = false;
                        AsyncLogHelper.Error(Msg);
                        return;
                    }
 
                    Msg = "运行成功";
                    Result = true;
                    return;
                }
                catch (Exception ex)
                {
                    Msg = "运行失败,原因是:" + ex.ToString().TrimEnd();
                    OutputImage = null;
                    Result = false;
                    AsyncLogHelper.Error(Msg);
                    return;
                }
                finally
                {
                    if (!Result)
                    {
                        Params.Outputs["CodeStrings"] = "";
                        Params.Outputs["Count"] = 0;
                    }
                    bCompleted = true;
 
                    #region 内存释放
 
                    #endregion
                }
            }
        }
 
        /// <summary>
        /// 创建条码类型
        /// </summary>
        public BarcodeReader<Bitmap> CreateCodeMode()
        {
            return new BarcodeReader<Bitmap>(null)
            {
                Options = new DecodingOptions
                {
                    TryHarder = true,
                    PossibleFormats = new[]
                    {
                        //一维码
                        BarcodeFormat.All_1D
                    //, BarcodeFormat.EAN_13
                    //, BarcodeFormat.EAN_8
                    //, BarcodeFormat.CODE_39
                    //, BarcodeFormat.CODE_93
                    //, BarcodeFormat.CODE_128
                    //, BarcodeFormat.CODABAR
                    }
                },
                AutoRotate = true,
            };
        }
 
        public QRCodeMultiReader CreateQRCodeMode()
        {
            return new QRCodeMultiReader();
 
            //return new BarcodeReader
            //{
            //    Options = new DecodingOptions
            //    {
            //        TryHarder = true,
            //        PossibleFormats = new[]
            //        {
            //            //这个是二维码
            //            BarcodeFormat.QR_CODE
            //            //, BarcodeFormat.DATA_MATRIX
            //            //, BarcodeFormat.MAXICODE
            //            //, BarcodeFormat.AZTEC
            //        }
            //    },
            //    AutoRotate = true,
            //};
        }
    }
}