首页
学习
活动
专区
圈层
工具
发布
社区首页 >问答首页 >与Opencv1相比,goodFeaturesToTrack OpenCV 2.4速度极慢

与Opencv1相比,goodFeaturesToTrack OpenCV 2.4速度极慢
EN

Stack Overflow用户
提问于 2013-06-13 10:33:43
回答 2查看 6.4K关注 0票数 1

我有一个非常奇怪的问题,我想我可能做错了什么,但是我有一个金字塔Lucas Kanade的opencv1实现和一个opencv2实现。不同之处在于opencv2的运行时间(特别是goodFeaturesToTrack函数)要比opencv1长得多。此外,在opencv1实现中包含opencv2库和头文件也会导致速度变得非常慢(我们谈论的是每两个图像0.002秒,而不是每两个图像1秒)。我做错了什么吗?

Windows 7,64位。这是运行非常慢的opencv2代码,大约每秒1帧。正如我所说的,采用opencv1实现和切换库版本会导致相同的速度降低10倍或更多。我认为这很奇怪,谷歌没有提供任何信息!谢谢!

代码语言:javascript
复制
#include <opencv2/opencv.hpp>
#include <iostream>
#include <vector>
#include <cmath>

using namespace cv;
using namespace std; 

int64 now, then;
double elapsed_seconds, tickspersecond=cvGetTickFrequency() * 1.0e6;
int main(int argc, char** argv)
{
    // Load two images and allocate other structures
    Mat imgA = imread("0000.png", CV_LOAD_IMAGE_GRAYSCALE);
    Mat imgB = imread("0001.png", CV_LOAD_IMAGE_GRAYSCALE); 
    Size img_sz = imgA.size();
    Mat imgC(img_sz,1);

    int win_size = 15;
    int maxCorners = 100; 
    double qualityLevel = 0.05; 
    double minDistance = 2.0; 
    int blockSize = 3; 
    double k = 0.04; 
    std::vector<cv::Point2f> cornersA; 
    cornersA.reserve(maxCorners); 
    std::vector<cv::Point2f> cornersB; 
    cornersB.reserve(maxCorners);

 then = cvGetTickCount();
    goodFeaturesToTrack( imgA,cornersA,maxCorners,qualityLevel,minDistance,cv::Mat(),blockSize,true);
    goodFeaturesToTrack( imgB,cornersB,maxCorners,qualityLevel,minDistance,cv::Mat(),blockSize,true);

now = cvGetTickCount();
cout << (double)(now - then) / tickspersecond;


    cornerSubPix( imgA, cornersA, Size( win_size, win_size ), Size( -1, -1 ), 
                  TermCriteria( CV_TERMCRIT_ITER | CV_TERMCRIT_EPS, 20, 0.03 ) );

    cornerSubPix( imgB, cornersB, Size( win_size, win_size ), Size( -1, -1 ), 
                  TermCriteria( CV_TERMCRIT_ITER | CV_TERMCRIT_EPS, 20, 0.03 ) );

    // Call Lucas Kanade algorithm

    CvSize pyr_sz = Size( img_sz.width+8, img_sz.height/3 );

    std::vector<uchar> features_found; 
    features_found.reserve(maxCorners);
    std::vector<float> feature_errors; 
    feature_errors.reserve(maxCorners);

    calcOpticalFlowPyrLK( imgA, imgB, cornersA, cornersB, features_found, feature_errors ,
        Size( win_size, win_size ), 5,
         cvTermCriteria( CV_TERMCRIT_ITER | CV_TERMCRIT_EPS, 20, 0.3 ), 0 );

    // Make an image of the results

    for( int i=0; i < features_found.size(); i++ ){
        //  cout<<"Error is "<<feature_errors[i]<<endl;
            //continue;

        //cout<<"Got it"<<endl;
        Point p0( ceil( cornersA[i].x ), ceil( cornersA[i].y ) );
        Point p1( ceil( cornersB[i].x ), ceil( cornersB[i].y ) );
        line( imgC, p0, p1, CV_RGB(255,255,255), 2 );
    }

    namedWindow( "ImageA", 0 );
    namedWindow( "ImageB", 0 );
    namedWindow( "LKpyr_OpticalFlow", 0 );

    imshow( "ImageA", imgA );
    imshow( "ImageB", imgB );
    imshow( "LKpyr_OpticalFlow", imgC );

    cvWaitKey(0);

    return 0;
}
EN

Stack Overflow用户

发布于 2014-06-18 20:49:51

您可能正在使用调试库(*d.lib),而不是发行版的库。我遇到了同样的问题,每次调用goodFeaturesToTrack()大约需要1-2秒,切换到release解决了这个问题。

票数 0
EN
查看全部 2 条回答
页面原文内容由Stack Overflow提供。腾讯云小微IT领域专用引擎提供翻译支持
原文链接:

https://stackoverflow.com/questions/17078297

复制
相关文章

相似问题

领券
问题归档专栏文章快讯文章归档关键词归档开发者手册归档开发者手册 Section 归档