opencv图像处理工具集_opencv图像处理资源-CSDN下载

共244个文件

cs：83个

resources：67个

resx：36个

opencv

图像处理

人工智能

计算机视觉

需积分: 5 176 浏览量 2022-04-05 17:13:04 上传评论 1 收藏 110.42MB ZIP 举报

**OpenCV 图像处理工具集详解** OpenCV（Open Source Computer Vision Library）是一个开源的计算机视觉库，它提供了丰富的函数和模块，用于处理图像和视频数据。这个工具集集成了多种功能，包括相机标定、角点检测、边缘检测、人脸识别、二维码识别以及形态学操作等，对于学习和应用计算机视觉的开发者来说是必不可少的资源。 ### 1. 相机标定相机标定是确定相机内在参数和外在参数的过程，包括镜头畸变校正、焦距计算和主点坐标获取等。OpenCV 提供了`calibrateCamera()`函数来实现这一过程，通过棋盘格等已知图案来获取标定数据，从而提高图像捕获的质量和准确性。 ### 2. 角点检测角点检测是寻找图像中具有显著特征的点，如 Harris 角点检测器、Shi-Tomasi 角点检测器等。OpenCV 中的`goodFeaturesToTrack()`和`cornerHarris()`函数可以用于检测图像中的角点，这些角点在图像匹配和物体追踪等领域有着广泛的应用。 ### 3. 边缘检测边缘检测是图像处理中的关键步骤，它能帮助我们识别图像中的边界。OpenCV 提供了多种边缘检测算法，如 Canny 边缘检测、Sobel 和 Laplacian 运算等。`Canny()`函数是其中最常用的一种，它结合了高斯滤波和多阈值检测，能有效地找到图像的边缘。 ### 4. 人脸识别 OpenCV 的 `face` 模块实现了人脸识别功能，包括 Haar 特征级联分类器和 Local Binary Patterns (LBP) 等方法。`CascadeClassifier` 类可以加载预训练的模型，用于检测图像中的人脸。此外，还可以进行面部特征点检测，如眼睛、鼻子和嘴巴的位置。 ### 5. 二维码识别二维码识别在现代社会中广泛应用。OpenCV 提供了`qr_decode`模块，可以读取和解码二维码。通过调用相应的函数，我们可以将图像中的二维码转换为可读的数据。 ### 6. 形态学操作形态学操作是一类基于图像结构元素的图像处理技术，包括膨胀、腐蚀、开运算、闭运算等，常用于噪声去除、连通组件分析等。OpenCV 中的`morphologyEx()`函数支持这些操作，可以有效地改善图像质量。 ### 7. C#联合OpenCV OpenCV 提供了与多种编程语言的接口，包括C#。使用C#与OpenCV结合，可以方便地在.NET环境中进行图像处理。OpenCVSharp 是一个流行的C#版本的OpenCV绑定库，它使得在Windows应用开发中集成OpenCV变得简单。这个"opencv图像处理工具集"包含了大量的实例代码和可以直接运行的exe文件，无论是初学者还是有经验的开发者，都能从中受益，深入理解并实践计算机视觉的各种技术。通过学习和使用这些工具，你可以快速掌握OpenCV的用法，并将其应用于实际项目中，解决各类图像处理问题。

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opencv图像处理工具集（244个子文件）

DesignTimeResolveAssemblyReferences.cache 84KB

OpenCVDemo.csprojAssemblyReference.cache 79KB

OpenCVDemo.csprojResolveAssemblyReference.cache 23KB

OpenCVDemo.csprojResolveAssemblyReference.cache 20KB

DesignTimeResolveAssemblyReferencesInput.cache 8KB

DesignTimeResolveAssemblyReferencesInput.cache 7KB

OpenCVDemo.csproj.GenerateResource.Cache 3KB

OpenCVDemo.csproj.GenerateResource.cache 952B

OpenCVDemo.csproj.ResolveComReference.cache 725B

OpenCVDemo.vshost.exe.config 189B

OpenCVDemo.exe.config 189B

App.config 189B

OpenCVDemo.csproj.CopyComplete 0B

FormCalibration.designer.cs 56KB

FormMain.Designer.cs 31KB

FormHough.Designer.cs 23KB

LicensePlateDetector.cs 16KB

FormCircle.Designer.cs 15KB

FormBinary.Designer.cs 13KB

FormExtract.Designer.cs 12KB

FormWarpAffine.Designer.cs 12KB

FormPyramid.Designer.cs 11KB

FormContour.designer.cs 11KB

FormEdge.designer.cs 11KB

FormHistogram.Designer.cs 10KB

FormStitching.Designer.cs 9KB

FormHistogram.cs 9KB

FormFilter.Designer.cs 9KB

FormCalibration.cs 8KB

FormColor.Designer.cs 8KB

FormFilter.cs 8KB

FormROI.Designer.cs 8KB

FormQRCode.cs 8KB

FormFeature.designer.cs 8KB

DrawMatches.cs 7KB

FormWarpPerspective.Designer.cs 7KB

FormMain.cs 6KB

FormEdge.cs 6KB

FormQRCode.Designer.cs 6KB

FormEqualizeHist.designer.cs 6KB

FormDFT.cs 6KB

FormAbsDiff.designer.cs 6KB

FormCameraCali.Designer.cs 6KB

FormCircle.cs 5KB

FormOCR.Designer.cs 5KB

FormHough.cs 5KB

FormMorphology.Designer.cs 5KB

FormBackProjection.Designer.cs 5KB

FormDFT.Designer.cs 5KB

FormLicensePlate.Designer.cs 5KB

FormLicensePlate.cs 5KB

FormTemplateMatch.Designer.cs 5KB

FormBlob.designer.cs 5KB

FormImageSegment.Designer.cs 5KB

FormFloodFill.Designer.cs 4KB

FormRemap.Designer.cs 4KB

FormHull.Designer.cs 4KB

FormCorner.Designer.cs 4KB

FormLicensePlate.cs 4KB

FormMorphology.cs 4KB

FormCorner.cs 4KB

FormCapture .Designer.cs 4KB

FormContour.cs 4KB

FormBlob.cs 3KB

FormLicensePlate.Designer.cs 3KB

FormROI.cs 3KB

FormTemplateMatch.cs 3KB

FormOCR.cs 3KB

FormBackProjection.cs 3KB

FormHull.cs 3KB

FormStitching.cs 3KB

FormWarpPerspective.cs 3KB

FormFloodFill.cs 3KB

Resources.Designer.cs 3KB

FormWarpAffine.cs 3KB

FormBinary.cs 3KB

FormAbsDiff.cs 3KB

FormFeature.cs 3KB

FormColor.cs 2KB

FormPyramid.cs 2KB

FormExtract.cs 2KB

FormImageSegment.cs 2KB

FormRemap.cs 2KB

FormCameraCali.cs 2KB

FormCapture .cs 2KB

AssemblyInfo.cs 1KB

FormEqualizeHist.cs 1KB

Settings.Designer.cs 1KB

Program.cs 525B

TemporaryGeneratedFile_036C0B5B-1481-4323-8D20-8F5ADCB23D92.cs 0B

TemporaryGeneratedFile_5937a670-0e60-4077-877b-f7221da3dda1.cs 0B

TemporaryGeneratedFile_E7A71F73-0F8D-4B9B-B56E-8E70B10BC5D3.cs 0B

TemporaryGeneratedFile_036C0B5B-1481-4323-8D20-8F5ADCB23D92.cs 0B

TemporaryGeneratedFile_5937a670-0e60-4077-877b-f7221da3dda1.cs 0B

TemporaryGeneratedFile_E7A71F73-0F8D-4B9B-B56E-8E70B10BC5D3.cs 0B

OpenCVDemo.csproj 18KB

cvextern.dll 30.62MB

cvextern.dll 24.6MB

opencv_ffmpeg330_64.dll 16.98MB

共 244 条

E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormMain.resources E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.Properties.Resources.resources E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormContour.resources E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormAbsDiff.resources E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCanny.resources E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormFeature.resources E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.csproj.GenerateResource.Cache E:\工作\OpenCVDemo\OpenCVDemo\bin\Debug\OpenCVDemo.exe.config E:\工作\OpenCVDemo\OpenCVDemo\bin\Debug\OpenCVDemo.exe E:\工作\OpenCVDemo\OpenCVDemo\bin\Debug\OpenCVDemo.pdb E:\工作\OpenCVDemo\OpenCVDemo\bin\Debug\Emgu.CV.UI.dll E:\工作\OpenCVDemo\OpenCVDemo\bin\Debug\Emgu.CV.World.dll E:\工作\OpenCVDemo\OpenCVDemo\bin\Debug\ZedGraph.dll E:\工作\OpenCVDemo\OpenCVDemo\bin\Debug\Emgu.CV.UI.xml E:\工作\OpenCVDemo\OpenCVDemo\bin\Debug\Emgu.CV.World.xml E:\工作\OpenCVDemo\OpenCVDemo\bin\Debug\ZedGraph.xml E:\工作\OpenCVDemo\OpenCVDemo\bin\Debug\zh-CN\ZedGraph.resources.dll E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormEqualizeHist.resources E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.exe E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.pdb E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCalibration.resources E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormHough.resources E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.csprojResolveAssemblyReference.cache E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCircle.resources E:\工作\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormFindLine.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\bin\Debug\OpenCVDemo.exe.config E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.exe E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.pdb E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\bin\Debug\OpenCVDemo.exe E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\bin\Debug\OpenCVDemo.pdb E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\bin\Debug\Emgu.CV.World.xml E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCalibration.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCircle.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormHough.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormMain.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.Properties.Resources.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormContour.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormAbsDiff.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormEqualizeHist.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormFeature.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.csproj.GenerateResource.Cache E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormFilter.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormMorphology.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.csprojResolveAssemblyReference.cache E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormEdge.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCorner.resources E:\工作\opencv学习代码\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormBlob.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\bin\Debug\OpenCVDemo.exe.config E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.exe E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.pdb E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\bin\Debug\OpenCVDemo.exe E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\bin\Debug\OpenCVDemo.pdb E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.csprojResolveAssemblyReference.cache E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCalibration.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCircle.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCorner.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormFilter.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormHough.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormMain.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormMorphology.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.Properties.Resources.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormContour.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormAbsDiff.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormEdge.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormEqualizeHist.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormBlob.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormFeature.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.csproj.GenerateResource.Cache E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormExtract.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormOCR.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormTemplateMatch.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormZbar.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormBinary.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCameraCali.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormPyramid.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormWarpAffine.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormWarpPerspective.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormHistogram.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCapture.resources E:\工作\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormStitching.resources E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\bin\Debug\OpenCVDemo.exe.config E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.exe E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.pdb E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\bin\Debug\OpenCVDemo.exe E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\bin\Debug\OpenCVDemo.pdb E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.csprojResolveAssemblyReference.cache E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormBinary.resources E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCalibration.resources E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCameraCali.resources E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCapture.resources E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCircle.resources E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormCorner.resources E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormExtract.resources E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.FormFilter.resources E:\学习资料\opencv自学\OpenCVDemo\OpenCVDemo\obj\Debug\OpenCVDemo.F