How to use opencv_xfeature2d in opencv 3.1 in Android studio?
Based on this solution i was able to build the xfeature2d module of opencv 3.1. And now i want to use the xfeature2d in android NDK so added the libopencv_java3.so and libnonfree.so into the jniLibs folder of android studio. In many question like this and this they suggest "don't forget to link opencv_xfeatures2d" How do you link opencv_xfeature2d? I used cmake build and here is the cmake file
cmake_minimum_required(VERSION 3.4.1)
add_library(native-lib
SHARED
src/main/cpp/native-lib.cpp )
add_library( # Sets the name of the library
nonfree
# Sets the library as shared library.
SHARED
# indicate the library is prebuilt.
IMPORTED )
set_target_properties( # Specifies the targeted library.
nonfree
# Specifies the parameter you want to define.
PROPERTIES IMPORTED_LOCATION
# Specifies the location of the library.
${CMAKE_SOURCE_DIR}/src/main/jniLibs/${ANDROID_ABI}/libnonfree.so )
include_directories(C:/Users/what/Documents/OpenCV-android-
sdk/sdk/native/jni/include)
add_library( lib-opencv SHARED IMPORTED )
set_target_properties(lib-opencv PROPERTIES IMPORTED_LOCATION
${CMAKE_SOURCE_DIR}/src/main/jniLibs/${ANDROID_ABI}/libopencv_java3.so)
find_library(log-lib
log )
target_link_libraries( native-lib
# prebuilt library nonfree.
nonfree
# prebuilt library opencv java.
lib-opencv
${log-lib} )
Then in my MainActivity.java i have
static {
System.loadLibrary("native-lib");
if (!OpenCVLoader.initDebug()) {
// Handle initialization error
Log.d(TAG, "static initializer: failed");
} else {
Log.d(TAG, "static initializer: successful");
System.loadLibrary("opencv_java3");
System.loadLibrary("nonfree");
}
//to load the opencv and the nonfree prebuilt library. And this line code to call to the native method.
MainActivity.processImage(image.getNativeObjAddr(),finalResult.getNativeObjAddr()); But when i use sift in the .cpp file the application crashes without no error. Here is the native-lib.cpp file
#include <opencv2/core/core.hpp>
#include <opencv2/imgproc/imgproc.hpp>
#include <opencv2/xfeatures2d/nonfree.hpp>
#include <opencv2/xfeatures2d.hpp>
using namespace std;
extern "C"
{
JNIEXPORT void JNICALL
Java_com_the_example_opencv31cmake_MainActivity_processImage(JNIEnv *env, jclass type,
jlong imagesAddress_,
jlong resultAddress) {
cv::Mat input=*(cv::Mat*)imagesAddress_;
vector<cv::KeyPoint> keypoint;
cv::Ptr<cv::xfeatures2d::SIFT> sift=cv::xfeatures2d::SIFT::create();
cv::Mat siftDetectedImage;
cv::cvtColor(input,siftDetectedImage,CV_BGRA2BGR);
sift->detect(siftDetectedImage,keypoint);
cv::Mat imageDescriptor;
sift->compute(siftDetectedImage,keypoint,imageDescriptor);
cv::drawKeypoints(siftDetectedImage,keypoint,siftDetectedImage,cv::Scalar(255,0,0),cv::DrawMatchesFlags::DRAW_OVER_OUTIMG);
cv::Mat image3;
cv::cvtColor(imageDescriptor,image3,CV_BGR2BGRA);
cv::Mat &resultImage=*(cv::Mat*)resultAddress;
resultImage=image3;
}
}