hi caaarlos,
unfortunately, the createFisherFaceRecognizer() method (as well as the other 2 createXXXFaceRecognizer()) were skipped during the java wrapper code generation, it's a known , yet unsolved problem. you will have to fill in the hole using jni/ndk, and write a replacement.
you will have to build:
- an .so file with the native c++ code, let's call it facerec.so
- an additional java wrapper class calling that, FisherFaceRecognizer.java
sadly, can't help much with ndk(no such thing here), but it worked nicely on desktop/eclipse (the dll/so would go right into your project folder), so here's the code (quite a wall of it).
// --- 8< --------- facerec.cpp -------------------------------
#include "jni.h"
#include "opencv2/contrib/contrib.hpp"
#ifdef __cplusplus
extern "C" {
#endif
JNIEXPORT jlong JNICALL Java_FisherFaceRecognizer_createFisherFaceRecognizer_10(JNIEnv* env, jclass);
JNIEXPORT jlong JNICALL Java_FisherFaceRecognizer_createFisherFaceRecognizer_10(JNIEnv* env, jclass) {
try {
cv::Ptr<cv::FaceRecognizer> pfr = cv::createFisherFaceRecognizer();
pfr.addref(); // this is for the 2.4 branch, 3.0 would need a different treatment here
return (jlong) pfr.obj;
} catch (...) {
jclass je = env->FindClass("java/lang/Exception");
env->ThrowNew(je, "sorry, dave..");
}
return 0;
}
JNIEXPORT jlong JNICALL Java_FisherFaceRecognizer_createFisherFaceRecognizer_11(JNIEnv* env, jclass, jint num_components);
JNIEXPORT jlong JNICALL Java_FisherFaceRecognizer_createFisherFaceRecognizer_11(JNIEnv* env, jclass, jint num_components) {
try {
cv::Ptr<cv::FaceRecognizer> pfr = cv::createFisherFaceRecognizer(num_components);
pfr.addref();
return (jlong) pfr.obj;
} catch (...) {
jclass je = env->FindClass("java/lang/Exception");
env->ThrowNew(je, "sorry, dave..");
}
return 0;
}
JNIEXPORT jlong JNICALL Java_FisherFaceRecognizer_createFisherFaceRecognizer_12(JNIEnv* env, jclass, jint num_components, jdouble threshold);
JNIEXPORT jlong JNICALL Java_FisherFaceRecognizer_createFisherFaceRecognizer_12(JNIEnv* env, jclass, jint num_components, jdouble threshold) {
try {
cv::Ptr<cv::FaceRecognizer> pfr = cv::createFisherFaceRecognizer(num_components,threshold);
pfr.addref();
return (jlong) pfr.obj;
} catch (...) {
jclass je = env->FindClass("java/lang/Exception");
env->ThrowNew(je, "sorry, dave..");
}
return 0;
}
#ifdef __cplusplus
}
#endif
// --- 8< --------- FisherFaceRecognizer.java -----------------
import org.opencv.contrib.FaceRecognizer;
import org.opencv.core.Core;
public class FisherFaceRecognizer extends FaceRecognizer {
static{ System.loadLibrary("facerec"); }
private static native long createFisherFaceRecognizer_0();
private static native long createFisherFaceRecognizer_1(int num_components);
private static native long createFisherFaceRecognizer_2(int num_components, double threshold);
public FisherFaceRecognizer () {
super(createFisherFaceRecognizer_0());
}
public FisherFaceRecognizer (int num_components) {
super(createFisherFaceRecognizer_1(num_components));
}
public FisherFaceRecognizer (int num_components, double threshold) {
super(createFisherFaceRecognizer_2(num_components, threshold));
}
}
once you got all this compiled (congrats!!), you would call it like this:
FaceRecognizer facerec = new FisherFaceRecognizer();
facerec.load("/sdcard/smile.yml"); // note, that it can't read from apk or zip, so you need to copy it somewhere
Mat img = ...//test face
int [] label = new int[1];
double [] conf = new double[1];
facerec.predict(img, label, conf);