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Hi everbody,

The feature detector,in OpenCV c++, launches 14 threads and makes heavy usage of CPU (more than 50%). Is there any way to decrease this usage.

Simple code:

cv::Mat grayImage= cv::imread("image.bmp",CV_LOAD_IMAGE_GRAYSCALE);

cv::FeatureDetector *detector;

detector = new cv::SURF(300, 1);

cv::initModule_nonfree();

std::vector<cv::keypoint> keyPoints;

detector->detect(grayImage, keyPoints);

enviroınment: Intel i7 3770K , 8GB RAM, Windows 8.1 Pro Visual studio 2013 Pro

Hi everbody,

The feature detector,in OpenCV c++, launches 14 threads and makes heavy usage of CPU (more than 50%). Is there any way to decrease this usage.

Simple code:

cv::Mat grayImage= cv::imread("image.bmp",CV_LOAD_IMAGE_GRAYSCALE);
cv::imread("image.bmp",CV_LOAD_IMAGE_GRAYSCALE);
 cv::FeatureDetector *detector;
 
cv::FeatureDetector *detector;
 
detector = new cv::SURF(300, 1);1);
 cv::initModule_nonfree();
 
cv::initModule_nonfree();std::vector<cv::KeyPoint> keyPoints;
  
std::vector<cv::keypoint> keyPoints;
 
detector->detect(grayImage, keyPoints);keyPoints);