Add LDA SubspaceProject and SubspaceReconstruct functions

This commit is contained in:
Anshul Jain 2015-11-06 14:54:30 +05:30
parent 85749436a6
commit 277671203e
4 changed files with 117 additions and 1 deletions

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@ -19,7 +19,8 @@
"src/Constants.cc",
"src/Calib3D.cc",
"src/ImgProc.cc",
"src/Stereo.cc"
"src/Stereo.cc",
"src/LDAWrap.cc"
],
"libraries": [

94
src/LDAWrap.cc Normal file
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@ -0,0 +1,94 @@
#include "LDAWrap.h"
#include "OpenCV.h"
#if ((CV_MAJOR_VERSION >= 2) && (CV_MINOR_VERSION >=4) && (CV_SUBMINOR_VERSION>=4))
#include "Matrix.h"
#include <nan.h>
Nan::Persistent<FunctionTemplate> LDAWrap::constructor;
void LDAWrap::Init(Local<Object> target) {
Nan::HandleScope scope;
// Constructor
Local<FunctionTemplate> ctor = Nan::New<FunctionTemplate>(LDAWrap::New);
constructor.Reset(ctor);
ctor->InstanceTemplate()->SetInternalFieldCount(1);
ctor->SetClassName(Nan::New("LDA").ToLocalChecked());
Nan::SetPrototypeMethod(ctor, "subspaceProject", SubspaceProject);
Nan::SetPrototypeMethod(ctor, "subspaceReconstruct", SubspaceReconstruct);
target->Set(Nan::New("LDA").ToLocalChecked(), ctor->GetFunction());
};
NAN_METHOD(LDAWrap::New) {
Nan::HandleScope scope;
if (info.This()->InternalFieldCount() == 0) {
JSTHROW_TYPE("Cannot Instantiate without new")
}
LDAWrap *pt = new LDAWrap();
pt->Wrap(info.This());
info.GetReturnValue().Set(info.This());
}
LDAWrap::LDAWrap() {
}
/**
* http://docs.opencv.org/master/db/d59/classcv_1_1LDA.html#a69c7019a344edc5c55799c16a9fc9ada
*/
NAN_METHOD(LDAWrap::SubspaceProject) {
if (info.Length() != 3) {
JSTHROW("SubspaceProject function requires 3 arguments")
}
// param 0 - eigenvectors
Matrix *w = Nan::ObjectWrap::Unwrap<Matrix>(info[0]->ToObject());
// param 1 - mean
Matrix *mean = Nan::ObjectWrap::Unwrap<Matrix>(info[1]->ToObject());
// param 2 - src
Matrix *src = Nan::ObjectWrap::Unwrap<Matrix>(info[2]->ToObject());
cv::Mat m = cv::subspaceProject(w->mat, mean->mat, src->mat);
Local<Object> im = Nan::New(Matrix::constructor)->GetFunction()->NewInstance();
Matrix *img = Nan::ObjectWrap::Unwrap<Matrix>(im);
img->mat = m;
info.GetReturnValue().Set(im);
}
/**
* http://docs.opencv.org/master/db/d59/classcv_1_1LDA.html#acbf9949e7567e23af5f71c29fcef76d4
*/
NAN_METHOD(LDAWrap::SubspaceReconstruct) {
if (info.Length() != 3) {
JSTHROW("SubspaceReconstruct function requires 3 arguments")
}
// param 0 - eigenvectors
Matrix *w = Nan::ObjectWrap::Unwrap<Matrix>(info[0]->ToObject());
// param 1 - mean
Matrix *mean = Nan::ObjectWrap::Unwrap<Matrix>(info[1]->ToObject());
// param 2 - src
Matrix *src = Nan::ObjectWrap::Unwrap<Matrix>(info[2]->ToObject());
cv::Mat m = cv::subspaceReconstruct(w->mat, mean->mat, src->mat);
Local<Object> im = Nan::New(Matrix::constructor)->GetFunction()->NewInstance();
Matrix *img = Nan::ObjectWrap::Unwrap<Matrix>(im);
img->mat = m;
info.GetReturnValue().Set(im);
}
#endif // End version > 2.4

19
src/LDAWrap.h Normal file
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@ -0,0 +1,19 @@
#include "OpenCV.h"
#if ((CV_MAJOR_VERSION >= 2) && (CV_MINOR_VERSION >=4))
#include "opencv2/contrib/contrib.hpp"
class LDAWrap: public Nan::ObjectWrap {
public:
static Nan::Persistent<FunctionTemplate> constructor;
static void Init(Local<Object> target);
static NAN_METHOD(New);
LDAWrap();
JSFUNC(SubspaceProject)
JSFUNC(SubspaceReconstruct)
};
#endif

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@ -14,6 +14,7 @@
#include "ImgProc.h"
#include "Stereo.h"
#include "BackgroundSubtractor.h"
#include "LDAWrap.h"
extern "C" void init(Local<Object> target) {
Nan::HandleScope scope;
@ -37,6 +38,7 @@ extern "C" void init(Local<Object> target) {
BackgroundSubtractorWrap::Init(target);
Features::Init(target);
FaceRecognizerWrap::Init(target);
LDAWrap::Init(target);
#endif
};