首页 OpenCV 4计算机视觉项目实战（原书第2版）_源代码

OpenCV 4计算机视觉项目实战（原书第2版）_源代码

上传者： u010852064 | 上传时间： 2025-09-14 11:08:55 | 文件大小： 42.16MB | 文件类型： ZIP
《OpenCV 4计算机视觉项目实战（原书第2版）》是一本深入探讨计算机视觉技术的书籍，其源代码提供了丰富的实践示例，帮助读者理解并应用OpenCV库进行图像处理、对象检测、图像识别等任务。OpenCV是目前广泛应用的开源计算机视觉库，它支持多种编程语言，包括C++，因此本书的源代码是用C++编写的。 在计算机视觉领域，OpenCV是不可或缺的工具，它包含了大量的预构建函数和算法，用于图像处理、特征检测、机器学习等多个方面。通过学习OpenCV，开发者可以构建复杂的视觉系统，例如人脸识别、行人检测、图像分割、光学字符识别（OCR）等。 本书的源代码可能包含以下关键知识点： 1. 图像处理基础：包括图像读取、显示、保存，以及颜色空间转换（如BGR到灰度图）。这些基本操作是所有图像分析的起点。 2. 图像滤波：OpenCV提供了一系列滤波器，如高斯滤波、中值滤波和双边滤波，用于平滑图像或去除噪声。 3. 特征检测：如SIFT、SURF、ORB等特征点检测算法，它们用于在不同视角下识别图像的关键点，是物体识别和匹配的基础。 4. 目标检测：包括Haar级联分类器、HOG（Histogram of Oriented Gradients）和现代深度学习方法如YOLO、SSD等，用于识别图像中的特定物体。 5. 机器学习与深度学习：OpenCV集成了许多机器学习模型，如支持向量机（SVM）、随机森林，以及基于深度学习的模型如CNN（卷积神经网络）。 6. 图像变换：如几何变换（平移、旋转、缩放）、仿射变换和透视变换，常用于图像校正和增强。 7. 三维视觉：包括立体视觉、深度图重建和点云处理，这些都是机器人导航和增强现实的重要组成部分。 8. 实时视频处理：如何使用OpenCV处理摄像头输入的视频流，实现实时的计算机视觉应用。 9. 图像分割：通过区域生长、阈值分割、 Watershed算法等方法将图像分成不同的部分，便于进一步分析。 10. 优化与并行计算：OpenCV利用多核CPU和GPU加速计算，提高计算机视觉算法的执行效率。 通过对这些源代码的深入学习和实践，读者可以掌握OpenCV的核心功能，并具备开发实际计算机视觉应用的能力。同时，书中案例的实现有助于理解理论概念，提高解决实际问题的技能。无论你是初学者还是经验丰富的开发者，这个资源都能为你的计算机视觉之旅提供宝贵的指导。

文件下载

资源详情

[{"title":"（ 509 个子文件 42.16MB ） OpenCV 4计算机视觉项目实战（原书第2版）_源代码","children":[{"title":"res10_300x300_ssd_iter_140000.caffemodel <span style='color:#111;'> 10.17MB </span>","children":null,"spread":false},{"title":"main.cpp <span style='color:#111;'> 10.96KB </span>","children":null,"spread":false},{"title":"morphologicalOperations.cpp <span style='color:#111;'> 6.60KB </span>","children":null,"spread":false},{"title":"main.cpp <span style='color:#111;'> 6.31KB </span>","children":null,"spread":false},{"title":"main.cpp <span style='color:#111;'> 6.21KB </span>","children":null,"spread":false},{"title":"main.cpp <span style='color:#111;'> 5.91KB </span>","children":null,"spread":false},{"title":"resnet_ssd_face.cpp <span style='color:#111;'> 5.84KB </span>","children":null,"spread":false},{"title":"overlaySunglasses.cpp <span style='color:#111;'> 5.25KB </span>","children":null,"spread":false},{"title":"camshiftTracker.cpp <span style='color:#111;'> 5.16KB </span>","children":null,"spread":false},{"title":"lucasKanadeTracker.cpp <span style='color:#111;'> 5.14KB </span>","children":null,"spread":false},{"title":"ocr.cpp <span style='color:#111;'> 4.87KB </span>","children":null,"spread":false},{"title":"overlayNose.cpp <span style='color:#111;'> 4.45KB </span>","children":null,"spread":false},{"title":"overlayFacemask.cpp <span style='color:#111;'> 4.00KB </span>","children":null,"spread":false},{"title":"overlayMoustache.cpp <span style='color:#111;'> 3.99KB </span>","children":null,"spread":false},{"title":"MultipleImageWindow.cpp <span style='color:#111;'> 3.15KB </span>","children":null,"spread":false},{"title":"farnebackTracker.cpp <span style='color:#111;'> 3.06KB </span>","children":null,"spread":false},{"title":"segmentOcr.cpp <span style='color:#111;'> 3.02KB </span>","children":null,"spread":false},{"title":"segmentOcrHigh.cpp <span style='color:#111;'> 2.94KB </span>","children":null,"spread":false},{"title":"earDetector.cpp <span style='color:#111;'> 2.78KB </span>","children":null,"spread":false},{"title":"goodFeaturesToTrack.cpp <span style='color:#111;'> 2.72KB </span>","children":null,"spread":false},{"title":"main.cpp <span style='color:#111;'> 2.70KB </span>","children":null,"spread":false},{"title":"MultipleImageWindow.cpp <span style='color:#111;'> 2.66KB </span>","children":null,"spread":false},{"title":"harrisCornersTracker.cpp <span style='color:#111;'> 2.53KB </span>","children":null,"spread":false},{"title":"frameDifferencing.cpp <span style='color:#111;'> 2.43KB </span>","children":null,"spread":false},{"title":"segment.cpp <span style='color:#111;'> 2.31KB </span>","children":null,"spread":false},{"title":"detection.cpp <span style='color:#111;'> 2.21KB </span>","children":null,"spread":false},{"title":"coloredObjectTracker.cpp <span style='color:#111;'> 2.03KB </span>","children":null,"spread":false},{"title":"dilation.cpp <span style='color:#111;'> 1.98KB </span>","children":null,"spread":false},{"title":"erosion.cpp <span style='color:#111;'> 1.97KB </span>","children":null,"spread":false},{"title":"sample5.cpp <span style='color:#111;'> 1.92KB </span>","children":null,"spread":false},{"title":"backgroundSubtraction.cpp <span style='color:#111;'> 1.89KB </span>","children":null,"spread":false},{"title":"sample6.cpp <span style='color:#111;'> 1.59KB </span>","children":null,"spread":false},{"title":"sample3.cpp <span style='color:#111;'> 1.52KB </span>","children":null,"spread":false},{"title":"sample4.cpp <span style='color:#111;'> 1.36KB </span>","children":null,"spread":false},{"title":"sample2.cpp <span style='color:#111;'> 1.27KB </span>","children":null,"spread":false},{"title":"sample1.cpp <span style='color:#111;'> 1.20KB </span>","children":null,"spread":false},{"title":"sample1.cpp <span style='color:#111;'> 879B </span>","children":null,"spread":false},{"title":"main.cpp <span style='color:#111;'> 831B </span>","children":null,"spread":false},{"title":"sample2.cpp <span style='color:#111;'> 755B </span>","children":null,"spread":false},{"title":"sample3.cpp <span style='color:#111;'> 595B </span>","children":null,"spread":false},{"title":".DS_Store <span style='color:#111;'> 6.00KB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 6B </span>","children":null,"spread":false},{"title":"MultipleImageWindow.h <span style='color:#111;'> 1.48KB </span>","children":null,"spread":false},{"title":"MultipleImageWindow.h <span style='color:#111;'> 1.48KB </span>","children":null,"spread":false},{"title":"test.jpg <span style='color:#111;'> 97.26KB </span>","children":null,"spread":false},{"title":".jpg <span style='color:#111;'> 75.01KB </span>","children":null,"spread":false},{"title":"mask.jpg <span style='color:#111;'> 70.98KB </span>","children":null,"spread":false},{"title":"lena.jpg <span style='color:#111;'> 67.59KB </span>","children":null,"spread":false},{"title":"lena.jpg <span style='color:#111;'> 67.59KB </span>","children":null,"spread":false},{"title":"glasses.jpg <span style='color:#111;'> 45.54KB </span>","children":null,"spread":false},{"title":"photo.jpg <span style='color:#111;'> 39.05KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 900B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 774B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 647B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 617B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 468B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 403B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 396B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 338B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 308B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 298B </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 290B </span>","children":null,"spread":false},{"title":"Software and hardware list.pdf <span style='color:#111;'> 167.80KB </span>","children":null,"spread":false},{"title":"pattern.pgm <span style='color:#111;'> 299.23KB </span>","children":null,"spread":false},{"title":"light.pgm <span style='color:#111;'> 299.22KB </span>","children":null,"spread":false},{"title":"arandela_0023.pgm <span style='color:#111;'> 298.89KB </span>","children":null,"spread":false},{"title":"tuerca_0157.pgm <span style='color:#111;'> 298.75KB </span>","children":null,"spread":false},{"title":"tuerca_0049.pgm <span style='color:#111;'> 298.75KB </span>","children":null,"spread":false},{"title":"tuerca_0156.pgm <span style='color:#111;'> 298.75KB </span>","children":null,"spread":false},{"title":"tuerca_0163.pgm <span style='color:#111;'> 298.75KB </span>","children":null,"spread":false},{"title":"tuerca_0155.pgm <span style='color:#111;'> 298.74KB </span>","children":null,"spread":false},{"title":"tuerca_0045.pgm <span style='color:#111;'> 298.74KB </span>","children":null,"spread":false},{"title":"tuerca_0162.pgm <span style='color:#111;'> 298.73KB </span>","children":null,"spread":false},{"title":"tuerca_0039.pgm <span style='color:#111;'> 298.72KB </span>","children":null,"spread":false},{"title":"tuerca_0059.pgm <span style='color:#111;'> 298.72KB </span>","children":null,"spread":false},{"title":"tornillo_0011.pgm <span style='color:#111;'> 298.72KB </span>","children":null,"spread":false},{"title":"tuerca_0043.pgm <span style='color:#111;'> 298.72KB </span>","children":null,"spread":false},{"title":"tuerca_0061.pgm <span style='color:#111;'> 298.71KB </span>","children":null,"spread":false},{"title":"tuerca_0035.pgm <span style='color:#111;'> 298.71KB </span>","children":null,"spread":false},{"title":"tuerca_0154.pgm <span style='color:#111;'> 298.71KB </span>","children":null,"spread":false},{"title":"tuerca_0153.pgm <span style='color:#111;'> 298.69KB </span>","children":null,"spread":false},{"title":"tuerca_0002.pgm <span style='color:#111;'> 298.69KB </span>","children":null,"spread":false},{"title":"tuerca_0057.pgm <span style='color:#111;'> 298.68KB </span>","children":null,"spread":false},{"title":"tuerca_0150.pgm <span style='color:#111;'> 298.68KB </span>","children":null,"spread":false},{"title":"tuerca_0149.pgm <span style='color:#111;'> 298.68KB </span>","children":null,"spread":false},{"title":"tuerca_0152.pgm <span style='color:#111;'> 298.68KB </span>","children":null,"spread":false},{"title":"tuerca_0047.pgm <span style='color:#111;'> 298.68KB </span>","children":null,"spread":false},{"title":"tuerca_0161.pgm <span style='color:#111;'> 298.66KB </span>","children":null,"spread":false},{"title":"tuerca_0160.pgm <span style='color:#111;'> 298.64KB </span>","children":null,"spread":false},{"title":"tuerca_0151.pgm <span style='color:#111;'> 298.64KB </span>","children":null,"spread":false},{"title":"tuerca_0031.pgm <span style='color:#111;'> 298.62KB </span>","children":null,"spread":false},{"title":"arandela_0031.pgm <span style='color:#111;'> 298.62KB </span>","children":null,"spread":false},{"title":"tornillo_0010.pgm <span style='color:#111;'> 298.62KB </span>","children":null,"spread":false},{"title":"tuerca_0033.pgm <span style='color:#111;'> 298.59KB </span>","children":null,"spread":false},{"title":"tuerca_0148.pgm <span style='color:#111;'> 298.58KB </span>","children":null,"spread":false},{"title":"tuerca_0041.pgm <span style='color:#111;'> 298.58KB </span>","children":null,"spread":false},{"title":"tuerca_0029.pgm <span style='color:#111;'> 298.52KB </span>","children":null,"spread":false},{"title":"tuerca_0147.pgm <span style='color:#111;'> 298.51KB </span>","children":null,"spread":false},{"title":"tuerca_0055.pgm <span style='color:#111;'> 298.51KB </span>","children":null,"spread":false},{"title":"tuerca_0037.pgm <span style='color:#111;'> 298.50KB </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多，未全部展示</span>","children":null,"spread":false}],"spread":true}]

评论信息

其他资源

免责申明

【只为小站】的资源来自网友分享，仅供学习研究，请务必在下载后24小时内给予删除，不得用于其他任何用途，否则后果自负。基于互联网的特殊性，【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查；无论 【只为小站】 经营者是否已进行审查，用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明

个人信息

下载历史

相关资源标签

热门下载

最新下载