Opencv下SIFT、SURF、ORB图像匹配

时间:2022-03-08 14:30:23
【文件属性】:

文件名称:Opencv下SIFT、SURF、ORB图像匹配

文件大小:5.65MB

文件格式:ZIP

更新时间:2022-03-08 14:30:23

opencv orb surf sift 特征匹配

利用opencv简单实现三种特征点匹配算法。SIFT算法 SIFT特征是图像的局部特征,对平移、旋转、尺度缩放、亮度变化、遮挡和噪声等具有良好的不变性,对视觉变化、仿射变换也保持一定程度的稳定性。SIFT算法时间复杂度的瓶颈在于描述子的建立和匹配 ,如何优化对特征点的描述方法是提升SIFT效率的关键。


【文件预览】:
DetectFeaturePoint-master
----DetectFeaturePoint.sln(901B)
----Release()
--------opencv_features2d249.dll(701KB)
--------opencv_ocl249.dll(2.02MB)
--------opencv_objdetect249.dll(642KB)
--------opencv_nonfree249.dll(535KB)
--------opencv_core249.dll(2MB)
--------opencv_imgproc249.dll(1.83MB)
--------opencv_ml249.dll(497KB)
--------opencv_highgui249.dll(2.04MB)
--------DetectFeaturePoint.exe(117KB)
--------opencv_legacy249.dll(1.16MB)
--------opencv_flann249.dll(478KB)
--------opencv_video249.dll(358KB)
----DetectFeaturePoint()
--------resource.h(2KB)
--------CvvImage.cpp(7KB)
--------DetectFeaturePoint.rc(12KB)
--------DetectFeaturePointDlg.cpp(13KB)
--------DetectFeaturePoint.h(483B)
--------DetectFeaturePoint.vcxproj.filters(2KB)
--------DetectFeaturePointDlg.h(2KB)
--------CvvImage.h(2KB)
--------stdafx.h(2KB)
--------ReadMe.txt(3KB)
--------res()
--------DetectFeaturePoint.vcxproj(6KB)
--------stdafx.cpp(143B)
--------DetectFeaturePoint.vcxproj.user(141B)
--------DetectFeaturePoint.aps(105KB)
--------targetver.h(226B)
--------DetectFeaturePoint.cpp(2KB)
----README.md(407B)
----TestData()
--------box_in_scene.png(120KB)
--------scene_r.bmp(109KB)
--------one_way_train_0001.jpg(29KB)
--------scene_l.bmp(109KB)
--------1-1.jpg(79KB)
--------1-3.jpeg(35KB)
--------one_way_train_0000.jpg(28KB)
--------2-1.jpg(192KB)
--------box.png(50KB)
--------1-2.jpg(135KB)
--------2-2.jpg(170KB)
----DetectFeaturePoint.suo(18KB)

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