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实验一 数字影像匹配算法编程实验
一、实验目的及要求
1.编程实现 SIFT 特征点检测及特征匹配的算法,深入理解立体像对特征匹配中特征检
测、同名特征点获取的原理和方法;
2.编程实现 RANSAC 算法剔除错误匹配点的算法功能,深入理解特征匹配过程中错误
匹配点剔除的原理和方法;
3.增强学生编程实践能力,提升学生综合运用知识解决实际工程问题中子问题的能力。
4.以 2-3 人一组开展上述实验,提交成果(匹配结果及实验报告)。
二、实验内容
1.用相机或手机自行对某目标(不要选光滑,无特征点的目标)拍摄一个立体像对;
2.对左右影像进行 SIFT 特征提取,输出特征点坐标并在图像上标记出特征点位置;
3.对左右影像提取的特征点进行匹配,输出匹配结果并在左右图像上标记出特征点对应
关系;
4.输出 RANSAC 错误匹配点剔除后的结果。
三、仪器设备
手机,以及安装有 MATLAB 2018a 编程环境的计算机。
四、实验方法及步骤
1.读取已知数据:左右影像,并设置相关参数;
2.SIFT 特征检测。
(1)分别对左、右图像进行 SIFT 特征点检测
(2)画出每个关键点位
(3)输出每个特征点的描述子,提取特征点的特征向量(128 维)
3.特征匹配。
(1) 匹配特征点,主要计算两个特征点特征向量的欧式距离。对左、右图像上的每个特
征点采用暴力匹配方式进行匹配,并存储出匹配出的对应点索引和距离(指两个特征向量间
的欧式距离以表明两个特征的差异),值越小表明两个特征点越接近,计算匹配结果中距离
的最大和最小值。
(2) 距离小于某个阈值则认为是匹配点,否则不是匹配点。根据匹配结果中距离值与最
大距离值的比值大小超过一定的阈值这一准则,筛选出较好的匹配点,并画出匹配结果 (红
色连接的是匹配的特征点对,绿色是未匹配的特征点)。
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