I already have my codes for body detection and it works fine. I want to finish it with a transparent image (a shirt for example) overlays on a real-time opencv camera when a body is detected. I used haar cascade classifier for detection, by the way.
Here are my c++ codes for the human body detection:
nerds_thesis_clartips_OpencvClass.cpp
#include "nerds_thesis_clartips_OpencvClass.h"
JNIEXPORT void JNICALL Java_nerds_thesis_clartips_OpencvClass_humanDetection
(JNIEnv *, jclass, jlong addrRgba){
Mat& frame = *(Mat*)addrRgba;
detectHuman(frame);
}
void detectHuman(Mat& frame){
String human_cascade_name = "/storage/emulated/0/data/haarcascade_upperbody.xml";
CascadeClassifier human_cascade;
if(!human_cascade.load( human_cascade_name ) ) { printf("--(!)Error loading\n"); return; };
std::vector<Rect> humans;
Mat frame_gray;
cvtColor( frame, frame_gray, CV_BGR2GRAY );
equalizeHist( frame_gray, frame_gray);
//-- Detect Human
human_cascade.detectMultiScale( frame_gray, humans, 1.1, 2, 0|CV_HAAR_SCALE_IMAGE, Size(30, 30) );
for (int i=0; i<humans.size(); i++)
rectangle(frame, Point(humans[i].x, humans[i].y), Point(humans[i].x+humans[i].width, humans[i].y+humans[i].height), Scalar(0,255,0));
}
And here are my codes in my h file:
nerds_thesis_clartips_OpencvClass.h
#include <jni.h>
#include <opencv2/opencv.hpp>
/* Header for class nerds_thesis_clartips_OpencvClass */
using namespace cv;
#ifndef _Included_nerds_thesis_clartips_OpencvClass
#define _Included_nerds_thesis_clartips_OpencvClass
#ifdef __cplusplus
extern "C" {
#endif
/*
* Class: nerds_thesis_clartips_OpencvClass
* Method: humanDetection
* Signature: (J)V
*/
void detectHuman(Mat& frame);
JNIEXPORT void JNICALL Java_nerds_thesis_clartips_OpencvClass_humanDetection
(JNIEnv *, jclass, jlong);
#ifdef __cplusplus
}
#endif
#endif
I'm still noob in this field and this will serves as my final output in college.
You have to use alpha bending for this purpose. In order to construct a transparent overlay, you need two images:
Here is an example for transparent overlay image but it is in python
https://www.pyimagesearch.com/2016/03/07/transparent-overlays-with-opencv/
https://pytech-solution.blogspot.in/2017/07/alphablending.html
Below is a implementation for aplha bending in c++ but to make the overlay image transparent you have to see the logic in first link above. https://www.learnopencv.com/alpha-blending-using-opencv-cpp-python/
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