标签:高斯金字塔 拉普拉斯金字塔 opencv 上采样 下采样
收入囊中
对一张图像不断的模糊之后向下采样,得到不同分辨率的图像,同时每次得到的新的图像宽与高是原来图像的1/2, 最常见就是基于高斯的模糊之后采样,得到的
一系列图像称为高斯金字塔。
原图来自http://blog.csdn.net/jia20003/article/details/9116931
1 | 4 | 6 | 4 | 1 |
4 | 16 | 24 | 16 | 4 |
6 | 24 | 36 | 24 | 6 |
4 | 16 | 24 | 16 | 4 |
1 | 4 | 6 | 4 | 1 |
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内部实现是不断call pyrDown()
#include "opencv2/imgproc/imgproc.hpp" #include "opencv2/highgui/highgui.hpp" #include <math.h> #include <stdlib.h> #include <stdio.h> using namespace cv; Mat src, dst, tmp; const char* window_name = "Pyramids Demo"; int main(int argc,char **argv) { printf( "\n Zoom In-Out demo \n " ); printf( "------------------ \n" ); printf( " * [u] -> Zoom in \n" ); printf( " * [d] -> Zoom out \n" ); printf( " * [ESC] -> Close program \n \n" ); src = imread(argv[1]); if( !src.data ) { printf(" No data! -- Exiting the program \n"); return -1; } tmp = src; dst = tmp; namedWindow( window_name, CV_WINDOW_AUTOSIZE ); imshow( window_name, dst ); for(;;) { int c; c = waitKey(10); if( (char)c == 27 ) { break; } if( (char)c == ‘u‘ ) { pyrUp( tmp, dst, Size( tmp.cols*2, tmp.rows*2 ) ); printf( "** Zoom In: Image x 2 \n" ); } else if( (char)c == ‘d‘ ) { pyrDown( tmp, dst, Size( tmp.cols/2, tmp.rows/2 ) ); printf( "** Zoom Out: Image / 2 \n" ); } imshow( window_name, dst ); tmp = dst; } return 0; }
#include "opencv2/imgproc/imgproc.hpp" #include "opencv2/highgui/highgui.hpp" #include <math.h> #include <stdlib.h> #include <stdio.h> #include <vector> #include <sstream> using namespace cv; using namespace std; Mat src,tmp; vector<Mat>gaussPyrs; vector<Mat>DOG; int maxLevel = 3; int main(int argc,char **argv) { src = imread(argv[1]); if( !src.data ){ printf(" No data! -- Exiting the program \n"); return -1; } buildPyramid(src, gaussPyrs, maxLevel); for(int i = 0;i < maxLevel;i++){ Size ss; pyrUp( gaussPyrs[i+1], tmp, ss); Mat dst = gaussPyrs[i] - tmp; DOG.push_back(dst); } for(int i = 0;i < maxLevel;i++){ stringstream ss; ss << i; string s; ss >> s; namedWindow( s, CV_WINDOW_AUTOSIZE ); imshow( s, DOG[i] ); } waitKey(0); return 0; }
OpenCV2马拉松第7圈——图像金字塔,布布扣,bubuko.com
标签:高斯金字塔 拉普拉斯金字塔 opencv 上采样 下采样
原文地址:http://blog.csdn.net/abcd1992719g/article/details/24849585