博主昨晚需要用到OpenCV的SURF接口,但是发现无法调用,因为没有头文件。于是查阅了下资料,发现这些库已经被美国买下专利,成为付费库,都在opencv_contrib中。如果你已经安装了OpenCV,或者还没有安装OpenCV,都可以跟随本教程安装好opencv_contrib。
1、安装OpenCV
如果还没有安装过OpenCV,可以先看下:Ubuntu安装OpenCV3.4.5(两种方法&&图文详解),安装好之后可以按照下面步骤进行。
2、下载opencv_contrib
下载opencv_contrib,在Tags里找到自己对应的版本进行下载。然后将opencv_contrib解压到opencv目录下。
3、cmake分析
启动终端,cd到build目录,输入下面命令,Path后是你的modules的目录。
cmake -D CMAKE_BUILD_TYPE=RELEASE -D OPENCV_EXTRA_MODULES_PATH=~/Software/opencv-3.4.5/opencv_contrib-3.4.5/modules ..
应该会出现下面的未安装的问题:
-- xfeatures2d/vgg: Download: vgg_generated_64.i
CMake Warning at cmake/OpenCVDownload.cmake:193 (message):
xfeatures2d/vgg: Download failed: 28;"Timeout was reached"
For details please refer to the download log file:
/home/dzh/Software/opencv-3.4.5/build/CMakeDownloadLog.txt
Call Stack (most recent call first):
opencv_contrib-3.4.5/modules/xfeatures2d/cmake/download_vgg.cmake:16 (ocv_download)
opencv_contrib-3.4.5/modules/xfeatures2d/CMakeLists.txt:9 (download_vgg_descriptors)
-- xfeatures2d/vgg: Download: vgg_generated_80.i
--
=======================================================================
Couldn't connect to server from the Internet.
Perhaps direct connections are not allowed in the current network.
To use proxy please check/specify these environment variables:
- http_proxy/https_proxy
- and/or HTTP_PROXY/HTTPS_PROXY
=======================================================================
CMake Warning at cmake/OpenCVDownload.cmake:193 (message):
xfeatures2d/vgg: Download failed: 7;"Couldn't connect to server"
For details please refer to the download log file:
/home/dzh/Software/opencv-3.4.5/build/CMakeDownloadLog.txt
Call Stack (most recent call first):
opencv_contrib-3.4.5/modules/xfeatures2d/cmake/download_vgg.cmake:16 (ocv_download)
opencv_contrib-3.4.5/modules/xfeatures2d/CMakeLists.txt:9 (download_vgg_descriptors)
-- data: Download: face_landmark_model.dat
--
=======================================================================
Couldn't connect to server from the Internet.
Perhaps direct connections are not allowed in the current network.
To use proxy please check/specify these environment variables:
- http_proxy/https_proxy
- and/or HTTP_PROXY/HTTPS_PROXY
=======================================================================
CMake Warning at cmake/OpenCVDownload.cmake:193 (message):
data: Download failed: 7;"Couldn't connect to server"
For details please refer to the download log file:
/home/dzh/Software/opencv-3.4.5/build/CMakeDownloadLog.txt
Call Stack (most recent call first):
opencv_contrib-3.4.5/modules/face/CMakeLists.txt:13 (ocv_download)
CMake Warning at opencv_contrib-3.4.5/modules/face/CMakeLists.txt:26 (message):
Face: Can't get model file for face alignment.
-- No preference for use of exported gflags CMake configuration set, and no hints for include/library directories provided. Defaulting to preferring an installed/exported gflags CMake configuration if available.
-- Found installed version of gflags: /usr/lib/x86_64-linux-gnu/cmake/gflags
-- Detected gflags version: 2.2.1
-- Found installed version of Eigen: /usr/local/lib/cmake/eigen3
-- Found required Ceres dependency: Eigen version 3.2.92 in /usr/local/include/eigen3
-- Found required Ceres dependency: glog
-- Found installed version of gflags: /usr/lib/x86_64-linux-gnu/cmake/gflags
-- Detected gflags version: 2.2.1
-- Found required Ceres dependency: gflags
-- Found Ceres version: 1.14.0 installed in: /usr/local with components: [EigenSparse, SparseLinearAlgebraLibrary, LAPACK, SuiteSparse, CXSparse, SchurSpecializations, OpenMP, Multithreading]
-- Checking SFM deps... TRUE
其实是因为网络连接问题,无法连接到下载地址,所以下载失败。网上的所有教程总结下来就是:1、更换热点,多连几次;2、从网上下载好文件到本地;3、修改下载地址,
这里我采用科学上网,依次到github上下载文件到本地,将下载好的boostdesc_bgm.i
系列和vgg_generated_48.i
系列放到opencv-3.4.5/opencv_contrib-3.4.5/modules/xfeatures2d/src/
目录下。将下载好的face_landmark_model.dat
放到opencv-3.4.5/opencv_contrib-3.4.5/modules/face/src/
再次输入cmake命令进行分析,还会报上面文件的错误,但是不需要管它,因为需要的文件我们已经有了。
4、make编译
输入sudo make -j4
进行编译,-j4表示采用4线程运行。
Error 1 |
---|
In file included from /home/dzh/Software/opencv-3.4.5/modules/stitching/include/opencv2/stitching.hpp:49:0,
from /home/dzh/Software/opencv-3.4.5/modules/stitching/src/precomp.hpp:59,
from /home/dzh/Software/opencv-3.4.5/build/modules/stitching/opencv_stitching_pch_dephelp.cxx:1:
/home/dzh/Software/opencv-3.4.5/modules/stitching/include/opencv2/stitching/detail/matchers.hpp:52:12: fatal error: opencv2/xfeatures2d/cuda.hpp: 没有那个文件或目录
# include "opencv2/xfeatures2d/cuda.hpp"
^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
compilation terminated.
modules/stitching/CMakeFiles/opencv_stitching_pch_dephelp.dir/build.make:62: recipe for target 'modules/stitching/CMakeFiles/opencv_stitching_pch_dephelp.dir/opencv_stitching_pch_dephelp.cxx.o' failed
make[2]: *** [modules/stitching/CMakeFiles/opencv_stitching_pch_dephelp.dir/opencv_stitching_pch_dephelp.cxx.o] Error 1
CMakeFiles/Makefile2:15804: recipe for target 'modules/stitching/CMakeFiles/opencv_stitching_pch_dephelp.dir/all' failed
make[1]: *** [modules/stitching/CMakeFiles/opencv_stitching_pch_dephelp.dir/all] Error 2
make[1]: *** 正在等待未完成的任务....
相信一定会出现上面的ERROR,原因是include的cuda.hpp头文件路径找不到,需要改为绝对路径。打开它提示的文件matchers.hpp
,然后找到你的cuda.hpp目录,如下所示。
复制你的路径,然后替换掉include "opencv2/xfeatures2d/cuda.hpp"
,比如我的路径:/home/dzh/Software/opencv-3.4.5/opencv_contrib-3.4.5/modules/xfeatures2d/include/opencv2/xfeatures2d/cuda.hpp
Error 2 |
---|
In file included from /home/dzh/Software/opencv-3.4.5/build/modules/stitching/opencv_stitching_pch_dephelp.cxx:1:0:
/home/dzh/Software/opencv-3.4.5/modules/stitching/src/precomp.hpp:91:12: fatal error: opencv2/xfeatures2d/cuda.hpp: 没有那个文件或目录
# include "opencv2/xfeatures2d/cuda.hpp"
^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
compilation terminated.
有了Error1的经验,根据报错信息找到错误文件的地方,将路径改为上面的绝对路径。
Error 3 |
---|
[ 90%] Building CXX object modules/stitching/CMakeFiles/opencv_stitching.dir/src/matchers.cpp.o
/home/dzh/Software/opencv-3.4.5/modules/stitching/src/matchers.cpp:52:10: fatal error: opencv2/xfeatures2d.hpp: 没有那个文件或目录
#include "opencv2/xfeatures2d.hpp"
^~~~~~~~~~~~~~~~~~~~~~~~~
compilation terminated.
modules/stitching/CMakeFiles/opencv_stitching.dir/build.make:164: recipe for target 'modules/stitching/CMakeFiles/opencv_stitching.dir/src/matchers.cpp.o' failed
make[2]: *** [modules/stitching/CMakeFiles/opencv_stitching.dir/src/matchers.cpp.o] Error 1
CMakeFiles/Makefile2:15854: recipe for target 'modules/stitching/CMakeFiles/opencv_stitching.dir/all' failed
make[1]: *** [modules/stitching/CMakeFiles/opencv_stitching.dir/all] Error 2
make[1]: *** 正在等待未完成的任务....
[ 90%] Building CXX object modules/sfm/CMakeFiles/opencv_sfm.dir/src/simple_pipeline.cpp.o
/home/dzh/Software/opencv-3.4.5/opencv_contrib-3.4.5/modules/sfm/src/simple_pipeline.cpp:44:10: fatal error: opencv2/xfeatures2d.hpp: 没有那个文件或目录
#include <opencv2/xfeatures2d.hpp>
^~~~~~~~~~~~~~~~~~~~~~~~~
compilation terminated.
modules/sfm/CMakeFiles/opencv_sfm.dir/build.make:230: recipe for target 'modules/sfm/CMakeFiles/opencv_sfm.dir/src/simple_pipeline.cpp.o' failed
make[2]: *** [modules/sfm/CMakeFiles/opencv_sfm.dir/src/simple_pipeline.cpp.o] Error 1
make[2]: *** 正在等待未完成的任务....
报错显示找不到xfeatures2d.hpp
,同理,还是找到报错的地方,然后将路径改为绝对路径:
/home/dzh/Software/opencv-3.4.5/opencv_contrib-3.4.5/modules/xfeatures2d/include/opencv2/xfeatures2d.hpp
Success |
---|
经历了种种错误,最终make成功!正应了古话:世上无难事,只怕有心人。
5、make install安装
安装的过程是非常快的,大概15s就安装好了。
sudo make install
文章来源:https://www.toymoban.com/news/detail-411949.html
6、测试安装
#include <QApplication>
#include "opencv2/core/core.hpp"
#include "opencv2/imgproc/imgproc.hpp"
#include "opencv2/highgui/highgui.hpp"
#include "opencv2/features2d/features2d.hpp"
#include "opencv2/xfeatures2d/nonfree.hpp"
#include "opencv2/xfeatures2d.hpp"
int main(int argc, char *argv[])
{
QApplication a(argc, argv);
cv::Mat image = cv::imread("/home/dzh/QtOpenCV/image.png", 0); //以灰度图像读取
vector<cv::KeyPoint> keypoints;//特征点数组
// cv::FAST(image, keypoints, 40, true); //Fast特征点
// cv::drawKeypoints(image, keypoints, image, cv::Scalar(255 ,255, 255), cv::DrawMatchesFlags::DRAW_OVER_OUTIMG);
cv::Ptr<cv::xfeatures2d::SURF> detector = cv::xfeatures2d::SURF::create(2500.);//初始化检测器对象
detector->detect(image, keypoints);//检测SURF特征点
cv::drawKeypoints(image, keypoints, image, cv::Scalar::all(-1), cv::DrawMatchesFlags::DRAW_RICH_KEYPOINTS);//绘制特征点
cv::imshow("image", image);
cv::waitKey(0);
return a.exec();
}
文章来源地址https://www.toymoban.com/news/detail-411949.html
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